InĀ [485]:
import numpy as np
import pandas as pd

class LogisticRegression:
    def __init__(self, learning_rate=0.01, lambda_param=0):
        self.learning_rate = learning_rate
        self.lambda_param = lambda_param
        self.theta = None

    def sigmoid(self, z):
        z = np.clip(z, -250, 250)
        return 1 / (1 + np.exp(-z))

    def initialize(self, X, random_seed=42):
        np.random.seed(random_seed) 
        n_features = X.shape[1]
        self.theta = np.random.randn(n_features + 1) * 0.01


    def calculate_gradient_l2(self, X, y):
        m = X.shape[0]
        h = self.sigmoid(np.dot(X, self.theta))
        gradient = np.dot(X.T, (h - y)) / m
        
        # Debug prints
        print(f"lambda_param: {self.lambda_param}")
        print(f"m: {m}")
        print(f"theta[1:]: {self.theta[1:]}")
        print(f"L2 term: {(self.lambda_param / m) * self.theta[1:]}")
        
        # L2 regularization term
        gradient[1:] += (self.lambda_param / m) * self.theta[1:]
        return gradient

    def fit(self, X, y, regularized=False):
        if isinstance(X, pd.DataFrame) or isinstance(X, pd.Series):
            X = X.values
        if isinstance(y, pd.Series):
            y = y.values

        self.initialize(X)
        m, n = X.shape
        X_with_bias = np.column_stack([np.ones(m), X])
        
        for i in range(m):
            x_i = X_with_bias[i]
            y_i = y[i]
            h = self.sigmoid(np.dot(self.theta, x_i))
            gradient = (h - y_i) * x_i
            if regularized:
                # L2 regularization term
                reg_term = (self.lambda_param / m) * self.theta[1:]
                gradient[1:] += reg_term
            
            self.theta -= self.learning_rate * gradient

        self.theta = np.clip(self.theta, -1e15, 1e15)

    def fit_l2(self, X, y, num_iterations=1000):
        if isinstance(X, pd.DataFrame) or isinstance(X, pd.Series):
            X = X.values
        if isinstance(y, pd.Series):
            y = y.values

        self.initialize(X)
        m, n = X.shape
        X_with_bias = np.column_stack([np.ones(m), X])

        for _ in range(num_iterations):
            gradient = self.calculate_gradient_l2(X_with_bias, y)
            self.theta -= self.learning_rate * gradient

        print(f"Final theta: {self.theta}")

    def predict(self, X, threshold=0.5):
        if isinstance(X, pd.DataFrame) or isinstance(X, pd.Series):
            X = X.values

        X_with_bias = np.column_stack([np.ones(X.shape[0]), X])
        prob = self.sigmoid(np.dot(X_with_bias, self.theta))
        predictions = (prob >= threshold).astype(int)
        
        return predictions

    def calculate_loss(self, X, y):
        m = X.shape[0]
        h = self.sigmoid(np.dot(X, self.theta))
        epsilon = 1e-15
        loss = -np.sum(y * np.log(h + epsilon) + (1 - y) * np.log(1 - h + epsilon)) / m
        # Add L2 regularization term to the loss
        l2_term = (self.lambda_param / (2 * m)) * np.sum(self.theta[1:]**2)
        return loss + l2_term
InĀ [486]:
import numpy as np
from sklearn.metrics import accuracy_score


def select_lambda(X_train, y_train, X_val, y_val):
    lambda_values = [0.001, 0.01, 0.1, 1, 10, 100]

    best_lambda = None
    best_accuracy = 0
    for lambda_param in lambda_values:
        model = LogisticRegression(learning_rate=0.1, lambda_param=lambda_param)
        model.fit_l2(X_train, y_train)
        y_val_pred = model.predict(X_val)
        accuracy = accuracy_score(y_val, y_val_pred)

        if accuracy > best_accuracy:
            best_accuracy = accuracy
            best_lambda = lambda_param

    return best_lambda

def forward_stepwise_selection(X_train, y_train, X_val, y_val, learning_rate=0.001, l2_reg=0):
    n_features = X_train.shape[1]
    selected_features = []
    remaining_features = list(X_train.columns)
    best_accuracy = 0

    while remaining_features:
        best_feature = None
        best_accuracy_improvement = 0
        
        for feature in remaining_features:
            features_to_try = selected_features + [feature]
            X_train_subset = X_train[features_to_try]
            X_val_subset = X_val[features_to_try]

            model = LogisticRegression(learning_rate=learning_rate, lambda_param=l2_reg)
            model.fit(X_train_subset, y_train)
            y_val_pred = model.predict(X_val_subset)
            accuracy = accuracy_score(y_val, y_val_pred)

            accuracy_improvement = accuracy - best_accuracy
            if accuracy_improvement > best_accuracy_improvement:
                best_accuracy_improvement = accuracy_improvement
                best_feature = feature

        if best_feature is not None:
            selected_features.append(best_feature)
            remaining_features.remove(best_feature)
            best_accuracy += best_accuracy_improvement
            print(f"Added feature: {best_feature}. New accuracy: {best_accuracy:.4f}")
        else:
            break

    return selected_features
InĀ [487]:
import pandas as pd
from sklearn.model_selection import train_test_split

def load_and_split_data(filepath, target_col, test_size=0.1, val_size=0.1):
    data = pd.read_csv(filepath)
    y = data[target_col]
    X = data.drop([target_col], axis=1)

    # Handle categorical variables
    if "famhist" in X.columns:
        X = pd.get_dummies(X, columns=["famhist"], drop_first=True)

    X_train, X_temp, y_train, y_temp = train_test_split(
        X, y, test_size=test_size + val_size, random_state=42
    )
    X_val, X_test, y_val, y_test = train_test_split(
        X_temp, y_temp, test_size=0.5, random_state=42
    )

    return X_train, X_val, X_test, y_train, y_val, y_test

def create_multiple_splits(X, y, num_splits=10, val_size=0.2):

    X_trains, X_vals, y_trains, y_vals = [], [], [], []

    for _ in range(num_splits):
        X_train, X_val, y_train, y_val = train_test_split(X, y, test_size=val_size, random_state=42)
        X_trains.append(X_train)
        X_vals.append(X_val)
        y_trains.append(y_train)
        y_vals.append(y_val)
        
    return X_trains, X_vals, y_trains, y_vals
InĀ [488]:
import matplotlib.pyplot as plt
import seaborn as sns

def plot_scatterplot_matrix(data, target_col):

    # variable = ["sbp", "tobacco", "ldl", "famhist", "obesity", "alcohol", "age"]
    # Handle categorical variables
    if "famhist" in data.columns:
        data_encoded = pd.get_dummies(data, columns=["famhist"], drop_first=True)

    plt.figure(figsize=(20, 20))
    g = sns.PairGrid(data_encoded, hue=target_col)
    g.map_diag(sns.histplot, hue=None, color=".3")
    g.map_offdiag(sns.scatterplot)

    plt.suptitle(
        "Figure 4.12: Scatterplot Matrix of South African Heart Disease Data", y=1.02
    )
    plt.tight_layout()
    plt.show()
InĀ [495]:
# Parameters
DATASET_PATH = "data/south_african_heart_disease.csv"
TARGET_COLUMN = "chd"
TEST_SIZE = 0.1
VAL_SIZE = 0.1
LEARNING_RATE = 0.001  
InĀ [490]:
from sklearn.preprocessing import StandardScaler

X_train, X_val, X_test, y_train, y_val, y_test = load_and_split_data(
    DATASET_PATH, TARGET_COLUMN, TEST_SIZE, VAL_SIZE
)

data = pd.read_csv(DATASET_PATH)
target_col = "chd"

plot_scatterplot_matrix(data, target_col)

# Preprocess the data
scaler = StandardScaler()
X_train_scaled = pd.DataFrame(scaler.fit_transform(X_train), columns=X_train.columns)
X_val_scaled = pd.DataFrame(scaler.transform(X_val), columns=X_val.columns)
X_test_scaled = pd.DataFrame(scaler.transform(X_test), columns=X_test.columns)
<Figure size 2000x2000 with 0 Axes>
No description has been provided for this image
InĀ [491]:
from sklearn.metrics import accuracy_score

unregularized_model = LogisticRegression(learning_rate=LEARNING_RATE)
unregularized_model.fit(X_train_scaled, y_train)
y_pred_test = unregularized_model.predict(X_test_scaled)
unregularized_accuracy = accuracy_score(y_test, y_pred_test)
InĀ [492]:
# Prepare the data
step_data = pd.read_csv(DATASET_PATH)
step_y = step_data[TARGET_COLUMN]
step_X = step_data.drop([TARGET_COLUMN], axis=1)

if "famhist" in step_X.columns:
    step_X = pd.get_dummies(step_X, columns=["famhist"], drop_first=True)

scaler = StandardScaler()
step_X_scaled = pd.DataFrame(scaler.fit_transform(step_X), columns=step_X.columns)

# Create multiple splits
step_X_trains, step_X_vals, step_y_trains, step_y_vals = create_multiple_splits(step_X_scaled, step_y, num_splits=10)

# Perform stepwise feature selection
selected_features = forward_stepwise_selection(step_X_trains[0], step_y_trains[0], step_X_vals[0], step_y_vals[0], learning_rate=0.001)

stepwise_model = LogisticRegression(learning_rate=LEARNING_RATE)
stepwise_model.fit(step_X_scaled[selected_features], step_y)

# Evaluate on a held-out test set
step_X_train, step_X_test, step_y_train, step_y_test = train_test_split(step_X_scaled, step_y, test_size=0.2, random_state=42)
step_y_pred_test = stepwise_model.predict(step_X_test[selected_features])
stepwise_accuracy = accuracy_score(step_y_test, step_y_pred_test)

print(f"Stepwise Model Accuracy: {stepwise_accuracy:.4f}")
print("Selected features:", selected_features)
Added feature: tobacco. New accuracy: 0.7312
Stepwise Model Accuracy: 0.7419
Selected features: ['tobacco']
InĀ [493]:
best_lambda = select_lambda(X_train_scaled, y_train, X_val_scaled, y_val)
l2_model = LogisticRegression(learning_rate=LEARNING_RATE, lambda_param=best_lambda)
l2_model.fit_l2(X_train_scaled, y_train)
l2_y_pred_test = l2_model.predict(X_test_scaled)
l2_accuracy = accuracy_score(y_test, l2_y_pred_test)
lambda_param: 0.001
m: 369
theta[1:]: [-0.00138264  0.00647689  0.0152303  -0.00234153 -0.00234137  0.01579213
  0.00767435 -0.00469474  0.0054256 ]
L2 term: [-3.74700003e-09  1.75525349e-08  4.12745219e-08 -6.34561991e-09
 -6.34517499e-09  4.27970953e-08  2.07976891e-08 -1.27228831e-08
  1.47035242e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00809775 0.0190093  0.02663538 0.00923854 0.00224231 0.01904538
 0.01037865 0.0130358  0.01715687]
L2 term: [2.19451190e-08 5.15157250e-08 7.21826032e-08 2.50366972e-08
 6.07671522e-09 5.16134997e-08 2.81264277e-08 3.53273587e-08
 4.64955708e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0169279  0.03080574 0.03733201 0.01984604 0.00676665 0.02166707
 0.01285072 0.02974296 0.02830277]
L2 term: [4.58750788e-08 8.34843798e-08 1.01170771e-07 5.37833076e-08
 1.83378083e-08 5.87183587e-08 3.48258054e-08 8.06042355e-08
 7.67012814e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02515561 0.04191617 0.04737203 0.02955769 0.01123102 0.02371333
 0.01510812 0.04549885 0.03890059]
L2 term: [6.81723802e-08 1.13593952e-07 1.28379490e-07 8.01021471e-08
 3.04363599e-08 6.42637658e-08 4.09434129e-08 1.23303129e-07
 1.05421664e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03282635 0.0523884  0.05680466 0.03844638 0.0156353  0.02523706
 0.01716768 0.0603725  0.04898611]
L2 term: [8.89602986e-08 1.41973981e-07 1.53942157e-07 1.04190724e-07
 4.23720905e-08 6.83931102e-08 4.65248846e-08 1.63611115e-07
 1.32753678e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03998294 0.0622676  0.06567614 0.04658055 0.0199798  0.02628761
 0.01904535 0.0744292  0.05859326]
L2 term: [1.08354855e-07 1.68746889e-07 1.77984118e-07 1.26234542e-07
 5.41458000e-08 7.12401356e-08 5.16134082e-08 2.01705143e-07
 1.58789317e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04666533 0.07159609 0.07402959 0.05402393 0.02426509 0.02691064
 0.02075605 0.08773013 0.06775397]
L2 term: [1.26464298e-07 1.94027342e-07 2.00622207e-07 1.46406320e-07
 6.57590576e-08 7.29285619e-08 5.62494448e-08 2.37751019e-07
 1.83615091e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05291053 0.08041323 0.08190496 0.06083549 0.02849195 0.02714811
 0.02231365 0.10033221 0.07649806]
L2 term: [1.43388967e-07 2.17922024e-07 2.21964654e-07 1.64865820e-07
 7.72139609e-08 7.35721149e-08 6.04706097e-08 2.71903010e-07
 2.07311813e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0587527  0.08875546 0.08933906 0.06706947 0.03266128 0.02703841
 0.02373101 0.11228813 0.08485325]
L2 term: [1.59221420e-07 2.40529695e-07 2.42111263e-07 1.81760080e-07
 8.85129526e-08 7.32748355e-08 6.43116682e-08 3.04303880e-07
 2.29954602e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06422325 0.0966564  0.09636574 0.07277563 0.03677405 0.02661655
 0.0250199  0.12364645 0.09284521]
L2 term: [1.74046736e-07 2.61941466e-07 2.61153762e-07 1.97223934e-07
 9.96586835e-08 7.21315672e-08 6.78046116e-08 3.35085234e-07
 2.51613031e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06935094 0.104147   0.10301604 0.07799948 0.04083129 0.02591433
 0.02619117 0.13445181 0.10049766]
L2 term: [1.87942926e-07 2.82241179e-07 2.79176263e-07 2.11380692e-07
 1.10653913e-07 7.02285462e-08 7.09787849e-08 3.64368042e-07
 2.72351378e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.07416214 0.11125567 0.10931838 0.08278254 0.04483403 0.02496065
 0.02725473 0.14474515 0.10783248]
L2 term: [2.00981406e-07 3.01505868e-07 2.96255772e-07 2.24342921e-07
 1.21501441e-07 6.76440408e-08 7.38610448e-08 3.92263290e-07
 2.92228933e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.07868094 0.11800851 0.11529875 0.08716269 0.0487833  0.02378168
 0.02821962 0.15456402 0.11486982]
L2 term: [2.13227491e-07 3.19806250e-07 3.12462728e-07 2.36213252e-07
 1.32204052e-07 6.44490005e-08 7.64759333e-08 4.18872674e-07
 3.11300331e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.08292939 0.12442946 0.1209809  0.09117444 0.0526801  0.02240114
 0.02909412 0.16394276 0.12162827]
L2 term: [2.24740885e-07 3.37207217e-07 3.27861531e-07 2.47085196e-07
 1.42764492e-07 6.07076928e-08 7.88458558e-08 4.44289312e-07
 3.29615898e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0869276  0.13054051 0.12638658 0.09484921 0.05652543 0.0208405
 0.02988577 0.17291283 0.12812491]
L2 term: [2.35576164e-07 3.53768323e-07 3.42511060e-07 2.57043921e-07
 1.53185440e-07 5.64783088e-08 8.09912573e-08 4.68598449e-07
 3.47221989e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.09069401 0.13636183 0.13153564 0.09821562 0.06032024 0.01911919
 0.03060146 0.18150303 0.13437553]
L2 term: [2.45783226e-07 3.69544242e-07 3.56465156e-07 2.66166998e-07
 1.63469497e-07 5.18135309e-08 8.29307910e-08 4.91878126e-07
 3.64161317e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.09424545 0.14191194 0.13644627 0.10129976 0.06406548 0.01725483
 0.03124747 0.18973973 0.14039463]
L2 term: [2.55407714e-07 3.84585199e-07 3.69773079e-07 2.74525090e-07
 1.73619182e-07 4.67610583e-08 8.46814784e-08 5.14199812e-07
 3.80473258e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.09759733 0.14720789 0.14113509 0.10412538 0.06776203 0.01526335
 0.03182952 0.1976471  0.14619564]
L2 term: [2.64491406e-07 3.98937375e-07 3.82479926e-07 2.82182597e-07
 1.83636929e-07 4.13640867e-08 8.62588569e-08 5.35628997e-07
 3.96194146e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.10076378 0.15226537 0.14561737 0.10671415 0.07141076 0.01315918
 0.03235286 0.20524729 0.15179093]
L2 term: [2.73072576e-07 4.12643266e-07 3.94627013e-07 2.89198234e-07
 1.93525087e-07 3.56617464e-08 8.76771169e-08 5.56225726e-07
 4.11357533e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.10375775 0.15709881 0.14990707 0.10908583 0.07501251 0.01095542
 0.03282226 0.21256064 0.15719195]
L2 term: [2.81186313e-07 4.25742026e-07 4.06252228e-07 2.95625568e-07
 2.03285923e-07 2.96894972e-08 8.89492268e-08 5.76045103e-07
 4.25994436e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.10659112 0.16172154 0.15401704 0.11125848 0.07856808 0.00866393
 0.03324212 0.21960583 0.16240928]
L2 term: [2.88864821e-07 4.38269768e-07 4.17390346e-07 3.01513502e-07
 2.12921625e-07 2.34794864e-08 9.00870468e-08 5.95137739e-07
 4.40133559e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.10927481 0.16614588 0.15795905 0.11324858 0.08207826 0.00629546
 0.03361643 0.22640001 0.16745275]
L2 term: [2.96137685e-07 4.50259840e-07 4.28073314e-07 3.06906709e-07
 2.22434309e-07 1.70608695e-08 9.11014322e-08 6.13550164e-07
 4.53801500e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.11181885 0.17038319 0.16174396 0.11507119 0.0855438  0.00385978
 0.03394886 0.232959   0.17233146]
L2 term: [3.03032112e-07 4.61743074e-07 4.38330516e-07 3.11846032e-07
 2.31826018e-07 1.04600993e-08 9.20023267e-08 6.31325198e-07
 4.67022928e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.11423249 0.17444402 0.16538174 0.1167401  0.08896543 0.00136574
 0.03424277 0.23929734 0.17705386]
L2 term: [3.09573145e-07 4.72748015e-07 4.48189003e-07 3.16368835e-07
 2.41098734e-07 3.70118532e-09 9.27988469e-08 6.48502284e-07
 4.79820758e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.11652425  0.17833811  0.1688816   0.11826794  0.09234387 -0.00117861
  0.03450126  0.24542847  0.18162781]
L2 term: [ 3.15783864e-07  4.83301118e-07  4.57673703e-07  3.20509326e-07
  2.50254378e-07 -3.19407371e-09  9.34993582e-08  6.65117798e-07
  4.92216298e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.11870197  0.18207454  0.17225201  0.11966627  0.09567979 -0.00376597
  0.03472716  0.25136476  0.18606064]
L2 term: [ 3.21685558e-07  4.93426936e-07  4.66807614e-07  3.24298845e-07
  2.59294813e-07 -1.02058807e-08  9.41115433e-08  6.81205317e-07
  5.04229385e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.12077292  0.18566172  0.17550082  0.1209457   0.09897386 -0.0063897
  0.03492307  0.25711767  0.19035917]
L2 term: [ 3.27297888e-07  5.03148283e-07  4.75611974e-07  3.27766125e-07
  2.68221854e-07 -1.73162527e-08  9.46424643e-08  6.96795867e-07
  5.15878511e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1227438   0.18910748  0.17863527  0.12211595  0.10222675 -0.00904377
  0.03509139  0.2626978   0.19452976]
L2 term: [ 3.32639023e-07  5.12486384e-07  4.84106414e-07  3.30937527e-07
  2.77037264e-07 -2.45088523e-08  9.50986178e-08  7.11918147e-07
  5.27180934e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.12462081  0.19241911  0.18166206  0.12318594  0.10543908 -0.0117227
  0.03523433  0.26811493  0.19857838]
L2 term: [ 3.37725778e-07  5.21461008e-07  4.92309100e-07  3.33837249e-07
  2.85742763e-07 -3.17688362e-08  9.54859856e-08  7.26598734e-07
  5.38152781e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1264097   0.19560343  0.1845874   0.12416389  0.10861147 -0.01442152
  0.03535392  0.27337817  0.20251057]
L2 term: [ 3.42573723e-07  5.30090591e-07  5.00236856e-07  3.36487518e-07
  2.94340032e-07 -3.90827189e-08  9.58100795e-08  7.40862256e-07
  5.48809136e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1281158   0.19866677  0.18741705  0.12505733  0.11174453 -0.01713571
  0.03545204  0.27849595  0.20633156]
L2 term: [ 3.47197294e-07  5.38392343e-07  5.07905282e-07  3.38908764e-07
  3.02830708e-07 -4.64382496e-08  9.60759825e-08  7.54731565e-07
  5.59164127e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.12974405  0.20161509  0.19015635  0.1258732   0.11483885 -0.01986117
  0.03553041  0.28347609  0.21004624]
L2 term: [ 3.51609883e-07  5.46382352e-07  5.15328852e-07  3.41119771e-07
  3.11216397e-07 -5.38243017e-08  9.62883852e-08  7.68227883e-07
  5.69231000e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.13129903  0.20445392  0.19281025  0.12661786  0.11789501 -0.02259416
  0.03559065  0.28832587  0.21365919]
L2 term: [ 3.55823928e-07  5.54075668e-07  5.22521010e-07  3.43137825e-07
  3.19498666e-07 -6.12307727e-08  9.64516196e-08  7.81370935e-07
  5.79022187e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.13278502  0.20718848  0.19538338  0.12729719  0.12091357 -0.02533129
  0.03563422  0.29305208  0.21717472]
L2 term: [ 3.59850989e-07  5.61486392e-07  5.29494252e-07  3.44978834e-07
  3.27679054e-07 -6.86484939e-08  9.65696890e-08  7.94179072e-07
  5.88549370e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.13420597  0.20982364  0.19788002  0.1279166   0.1238951  -0.02806952
  0.03566248  0.297661    0.22059688]
L2 term: [ 3.63701822e-07  5.68627741e-07  5.36260208e-07  3.46657448e-07
  3.35759067e-07 -7.60691484e-08  9.66462954e-08  8.06669387e-07
  5.97823537e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1355656   0.21236397  0.20030416  0.12848106  0.12684013 -0.03080604
  0.03567671  0.30215853  0.22392951]
L2 term: [ 3.67386437e-07  5.75512124e-07  5.42829706e-07  3.48187163e-07
  3.43740184e-07 -8.34851974e-08  9.66848640e-08  8.18857807e-07
  6.06855031e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.13686733  0.21481379  0.20265954  0.12899517  0.1297492  -0.03353834
  0.03567808  0.30655014  0.22717618]
L2 term: [ 3.70914165e-07  5.82151199e-07  5.49212836e-07  3.49580416e-07
  3.51623855e-07 -9.08898124e-08  9.66885662e-08  8.30759191e-07
  6.15653603e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.13811438  0.21717714  0.20494961  0.12946316  0.13262285 -0.03626414
  0.03566767  0.31084096  0.2303403 ]
L2 term: [ 3.74293702e-07  5.88555928e-07  5.55419010e-07  3.50848672e-07
  3.59411504e-07 -9.82768149e-08  9.66603395e-08  8.42387414e-07
  6.24228449e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.13930974  0.21945782  0.20717764  0.12988892  0.13546157 -0.03898139
  0.03564647  0.31503576  0.23342507]
L2 term: [ 3.77533167e-07  5.94736630e-07  5.61457016e-07  3.52002503e-07
  3.67104532e-07 -1.05640620e-07  9.66029064e-08  8.53755437e-07
  6.32588254e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14045621  0.22165942  0.20934664  0.13027606  0.13826589 -0.04168821
  0.03561543  0.31913902  0.23643351]
L2 term: [ 3.80640139e-07  6.00703028e-07  5.67335060e-07  3.53051660e-07
  3.74704312e-07 -1.12976188e-07  9.65187913e-08  8.64875385e-07
  6.40741225e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14155641  0.22378532  0.21145944  0.1306279   0.1410363  -0.04438294
  0.03557541  0.32315492  0.2393685 ]
L2 term: [ 3.83621701e-07  6.06464289e-07  5.73060816e-07  3.54005140e-07
  3.82212198e-07 -1.20278975e-07  9.64103357e-08  8.75758602e-07
  6.48695126e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14261277  0.22583873  0.2135187   0.13094749  0.14377329 -0.04706407
  0.03552721  0.3270874   0.24223275]
L2 term: [ 3.86484478e-07  6.12029067e-07  5.78641462e-07  3.54871241e-07
  3.89629519e-07 -1.27544894e-07  9.62797125e-08  8.86415716e-07
  6.56457306e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14362759  0.22782264  0.21552689  0.13123766  0.14647735 -0.04973023
  0.03547158  0.33094012  0.24502882]
L2 term: [ 3.89234667e-07  6.17405535e-07  5.84083718e-07  3.55657624e-07
  3.96957582e-07 -1.34770275e-07  9.61289389e-08  8.96856687e-07
  6.64034730e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14460301  0.22973992  0.21748634  0.13150103  0.14914894 -0.05238023
  0.0354092   0.33471653  0.24775915]
L2 term: [ 3.91878072e-07  6.22601418e-07  5.89393882e-07  3.56371357e-07
  4.04197673e-07 -1.41951831e-07  9.59598878e-08  9.07090860e-07
  6.71434003e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14554103  0.23159327  0.21939923  0.13174     0.15178854 -0.05501296
  0.03534072  0.33841986  0.25042605]
L2 term: [ 3.94420131e-07  6.27624029e-07  5.94577858e-07  3.57018966e-07
  4.11351058e-07 -1.49086625e-07  9.57742990e-08  9.17127005e-07
  6.78661394e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14644353  0.23338523  0.2212676   0.13195679  0.1543966  -0.05762748
  0.03526673  0.34205317  0.25303173]
L2 term: [ 3.96865942e-07  6.32480288e-07  5.99641184e-07  3.57606472e-07
  4.18418982e-07 -1.56172044e-07  9.55737890e-08  9.26973362e-07
  6.85722855e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14731229  0.23511822  0.22309336  0.13215345  0.15697359 -0.06022293
  0.03518779  0.3456193   0.25557827]
L2 term: [ 3.99220287e-07  6.37176753e-07  6.04589060e-07  3.58139435e-07
  4.25402672e-07 -1.63205765e-07  9.53598599e-08  9.36637679e-07
  6.92624047e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14814895  0.23679455  0.22487833  0.13233188  0.15951993 -0.06279854
  0.03510441  0.34912095  0.25806766]
L2 term: [ 4.01487657e-07  6.41719645e-07  6.09426372e-07  3.58622983e-07
  4.32303332e-07 -1.70185739e-07  9.51339077e-08  9.46127242e-07
  6.99370352e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14895507  0.23841639  0.2266242   0.13249382  0.16203607 -0.06535365
  0.03501708  0.35256065  0.26050178]
L2 term: [ 4.03672267e-07  6.46114865e-07  6.14157713e-07  3.59061854e-07
  4.39122150e-07 -1.77110163e-07  9.48972301e-08  9.55448912e-07
  7.05966896e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.14973211  0.2399858   0.22833255  0.13264089  0.16452245 -0.06788768
  0.03492623  0.35594078  0.26288245]
L2 term: [ 4.05778081e-07  6.50368017e-07  6.18787404e-07  3.59460414e-07
  4.45860295e-07 -1.83977461e-07  9.46510335e-08  9.64609151e-07
  7.12418560e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15048146  0.24150475  0.2300049   0.13277457  0.16697948 -0.07040013
  0.03483229  0.35926359  0.26521137]
L2 term: [ 4.07808825e-07  6.54484428e-07  6.23319511e-07  3.59822696e-07
  4.52518916e-07 -1.90786264e-07  9.43964396e-08  9.73614052e-07
  7.18729999e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15120439  0.24297512  0.23164265  0.13289624  0.16940758 -0.07289056
  0.03473563  0.36253119  0.26749019]
L2 term: [ 4.09768004e-07  6.58469161e-07  6.27757866e-07  3.60152417e-07
  4.59099146e-07 -1.97535396e-07  9.41344908e-08  9.82469362e-07
  7.24905651e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15190214  0.24439868  0.23324714  0.13300716  0.17180717 -0.0753586
  0.03463661  0.36574561  0.26972046]
L2 term: [ 4.11658919e-07  6.62327034e-07  6.32106080e-07  3.60453008e-07
  4.65602098e-07 -2.04223854e-07  9.38661567e-08  9.91180506e-07
  7.30949754e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15257585  0.24577711  0.23481963  0.1331085   0.17417865 -0.07780394
  0.03453557  0.36890871  0.27190369]
L2 term: [ 4.13484679e-07  6.66062637e-07  6.36367560e-07  3.60727629e-07
  4.72028871e-07 -2.10850793e-07  9.35923383e-08  9.99752607e-07
  7.36866357e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15322659  0.24711205  0.2363613   0.13320132  0.17652242 -0.08022633
  0.03443282  0.3720223   0.27404129]
L2 term: [ 4.15248212e-07  6.69680340e-07  6.40545519e-07  3.60979195e-07
  4.78380542e-07 -2.17415518e-07  9.33138730e-08  1.00819051e-06
  7.42659328e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15385539  0.24840501  0.23787326  0.13328663  0.17883887 -0.08262554
  0.03432864  0.37508805  0.27613464]
L2 term: [ 4.16952282e-07  6.73184310e-07  6.44642994e-07  3.61210390e-07
  4.84658175e-07 -2.23917465e-07  9.30315393e-08  1.01649879e-06
  7.48332367e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15446321  0.24965747  0.23935659  0.13336534  0.18112838 -0.08500144
  0.0342233   0.37810758  0.27818505]
L2 term: [ 4.18599493e-07  6.76578522e-07  6.48662854e-07  3.61423686e-07
  4.90862815e-07 -2.30356194e-07  9.27460602e-08  1.02468179e-06
  7.53889014e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15505096  0.25087084  0.24081228  0.13343828  0.18339134 -0.08735388
  0.03411704  0.38108239  0.28019375]
L2 term: [ 4.20192306e-07  6.79866770e-07  6.52607811e-07  3.61621359e-07
  4.96995491e-07 -2.36731374e-07  9.24581075e-08  1.03274362e-06
  7.59332661e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15561949  0.25204644  0.24224128  0.13350623  0.18562811 -0.08968279
  0.0340101   0.38401393  0.28216196]
L2 term: [ 4.21733044e-07  6.83052679e-07  6.56480432e-07  3.61805502e-07
  5.03057217e-07 -2.43042781e-07  9.21683048e-08  1.04068815e-06
  7.64666556e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15616962  0.25318555  0.24364448  0.1335699   0.18783908 -0.09198811
  0.0339027   0.38690354  0.28409082]
L2 term: [ 4.23223902e-07  6.86139709e-07  6.60283148e-07  3.61978040e-07
  5.09048988e-07 -2.49290278e-07  9.18772310e-08  1.04851909e-06
  7.69893813e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15670211  0.2542894   0.24502274  0.13362993  0.19002459 -0.09426984
  0.03379502  0.38975253  0.28598143]
L2 term: [ 4.24666954e-07  6.89131171e-07  6.64018261e-07  3.62140740e-07
  5.14971787e-07 -2.55473819e-07  9.15854233e-08  1.05623992e-06
  7.75017419e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15721768  0.25535916  0.24637686  0.13368694  0.19218501 -0.09652798
  0.03368726  0.39256212  0.28783485]
L2 term: [ 4.26064164e-07  6.92030232e-07  6.67687955e-07  3.62295227e-07
  5.20826577e-07 -2.61593430e-07  9.12933797e-08  1.06385399e-06
  7.80040240e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15771702  0.25639593  0.2477076   0.13374146  0.19432068 -0.09876256
  0.03357958  0.39533348  0.2896521 ]
L2 term: [ 4.27417390e-07  6.94839923e-07  6.71294300e-07  3.62442988e-07
  5.26614310e-07 -2.67649210e-07  9.10015617e-08  1.07136443e-06
  7.84965030e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15820078  0.2574008   0.24901569  0.13379401  0.19643195 -0.10097365
  0.03347214  0.3980677   0.29143415]
L2 term: [ 4.28728390e-07  6.97563145e-07  6.74839263e-07  3.62585390e-07
  5.32335919e-07 -2.73641321e-07  9.07103970e-08  1.07877426e-06
  7.89794432e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15866957  0.25837479  0.25030182  0.13384504  0.19851917 -0.10316132
  0.03336508  0.40076585  0.29318194]
L2 term: [ 4.29998830e-07  7.00202681e-07  6.78324710e-07  3.62723680e-07
  5.37992324e-07 -2.79569983e-07  9.04202811e-08  1.08608632e-06
  7.94530991e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15912398  0.25931888  0.25156664  0.13389497  0.20058265 -0.10532569
  0.03325855  0.40342893  0.29489637]
L2 term: [ 4.31230290e-07  7.02761194e-07  6.81752416e-07  3.62859003e-07
  5.43584430e-07 -2.85435468e-07  9.01315799e-08  1.09330333e-06
  7.99177149e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15956455  0.26023402  0.25281078  0.1339442   0.20262274 -0.10746686
  0.03315267  0.40605789  0.29657831]
L2 term: [ 4.32424268e-07  7.05241243e-07  6.85124070e-07  3.62992401e-07
  5.49113127e-07 -2.91238096e-07  8.98446314e-08  1.10042789e-06
  8.03735260e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.15999183  0.26112111  0.25403483  0.13399306  0.20463976 -0.10958497
  0.03304755  0.40865365  0.2982286 ]
L2 term: [ 4.33582185e-07  7.07645280e-07  6.88441278e-07  3.63124826e-07
  5.54579290e-07 -2.96978228e-07  8.95597476e-08  1.10746245e-06
  8.08207589e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16040629  0.26198102  0.25523936  0.13404189  0.20663402 -0.11168016
  0.03294329  0.41121706  0.29984804]
L2 term: [ 4.34705390e-07  7.09975661e-07  6.91705570e-07  3.63257145e-07
  5.59983782e-07 -3.02656265e-07  8.92772160e-08  1.11440937e-06
  8.12596317e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16080842  0.26281458  0.25642489  0.13409096  0.20860583 -0.11375261
  0.03284     0.41374896  0.30143741]
L2 term: [ 4.35795164e-07  7.12234646e-07  6.94918405e-07  3.63390147e-07
  5.65327450e-07 -3.08272643e-07  8.89973013e-08  1.12127089e-06
  8.16903546e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16119866  0.26362261  0.25759195  0.13414056  0.21055551 -0.11580247
  0.03273777  0.41625014  0.30299745]
L2 term: [ 4.36852725e-07  7.14424410e-07  6.98081173e-07  3.63524547e-07
  5.70611128e-07 -3.13827825e-07  8.87202470e-08  1.12804916e-06
  8.21131304e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16157744  0.26440586  0.25874103  0.13419091  0.21248335 -0.11782993
  0.03263668  0.41872135  0.30452889]
L2 term: [ 4.37879230e-07  7.16547041e-07  7.01195201e-07  3.63660993e-07
  5.75835636e-07 -3.19322304e-07  8.84462764e-08  1.13474621e-06
  8.25281543e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16194516  0.26516508  0.25987259  0.13424223  0.21438966 -0.11983518
  0.03253679  0.42116332  0.30603242]
L2 term: [ 4.38875782e-07  7.18604550e-07  7.04261756e-07  3.63800069e-07
  5.81001782e-07 -3.24756598e-07  8.81755943e-08  1.14136400e-06
  8.29356152e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16230222  0.26590098  0.26098708  0.13429471  0.21627472 -0.12181843
  0.0324382   0.42357673  0.30750871]
L2 term: [ 4.39843427e-07  7.20598869e-07  7.07282049e-07  3.63942305e-07
  5.86110359e-07 -3.30131245e-07  8.79083878e-08  1.14790441e-06
  8.33356950e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16264899  0.26661426  0.26208492  0.13434854  0.21813883 -0.12377987
  0.03234094  0.42596224  0.30895842]
L2 term: [ 4.40783163e-07  7.22531859e-07  7.10257238e-07  3.64088173e-07
  5.91162148e-07 -3.35446802e-07  8.76448275e-08  1.15436922e-06
  8.37285697e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629858   0.26730556  0.26316653  0.13440386  0.21998227 -0.12571972
  0.03224509  0.4283205   0.31038217]
L2 term: [ 4.41695943e-07  7.24405314e-07  7.13188430e-07  3.64238097e-07
  5.96157917e-07 -3.40703841e-07  8.73850690e-08  1.16076015e-06
  8.41144091e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16331301  0.26797553  0.2642323   0.13446082  0.22180532 -0.12763819
  0.03215069  0.43065209  0.31178056]
L2 term: [ 4.42582672e-07  7.26220958e-07  7.16076685e-07  3.64392458e-07
  6.01098423e-07 -3.45902952e-07  8.71292532e-08  1.16707884e-06
  8.44933775e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16363091  0.26862479  0.26528259  0.13451954  0.22360825 -0.12953551
  0.0320578   0.43295761  0.31315419]
L2 term: [ 4.43444214e-07  7.27980457e-07  7.18923020e-07  3.64551591e-07
  6.05984408e-07 -3.51044733e-07  8.68775077e-08  1.17332687e-06
  8.48656338e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16393983  0.26925392  0.26631778  0.13458013  0.22539133 -0.13141189
  0.03196645  0.43523762  0.31450361]
L2 term: [ 4.44281394e-07  7.29685414e-07  7.21728408e-07  3.64715792e-07
  6.10816605e-07 -3.56129794e-07  8.66299472e-08  1.17950574e-06
  8.52313315e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16424006  0.26986349  0.26733821  0.13464268  0.22715482 -0.13326758
  0.03187668  0.43749264  0.31582939]
L2 term: [ 4.45095001e-07  7.31337377e-07  7.24493785e-07  3.64885325e-07
  6.15595731e-07 -3.61158754e-07  8.63866749e-08  1.18561692e-06
  8.55906194e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16453185  0.27045406  0.2683442   0.13470729  0.228899   -0.1351028
  0.03178853  0.4397232   0.31713204]
L2 term: [ 4.45885785e-07  7.32937838e-07  7.27220046e-07  3.65060415e-07
  6.20322496e-07 -3.66132239e-07  8.61477828e-08  1.19166178e-06
  8.59436415e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1648155   0.27102616  0.26933607  0.13477402  0.23062411 -0.13691777
  0.03170203  0.44192978  0.31841208]
L2 term: [ 4.46654466e-07  7.34488240e-07  7.29908054e-07  3.65241259e-07
  6.24997595e-07 -3.71050879e-07  8.59133526e-08  1.19764167e-06
  8.62905371e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16509124  0.2715803   0.27031414  0.13484294  0.23233041 -0.13871275
  0.0316172   0.44411286  0.31967002]
L2 term: [ 4.47401731e-07  7.35989973e-07  7.32558636e-07  3.65428027e-07
  6.29621712e-07 -3.75915309e-07  8.56834561e-08  1.20355787e-06
  8.66314414e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16535932  0.27211698  0.27127869  0.1349141   0.23401815 -0.14048796
  0.03153406  0.44627289  0.32090633]
L2 term: [ 4.48128237e-07  7.37444381e-07  7.35172589e-07  3.65620861e-07
  6.34195523e-07 -3.80726168e-07  8.54581563e-08  1.20941164e-06
  8.69664854e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16561997  0.27263667  0.27223     0.13498754  0.23568757 -0.14224363
  0.03145264  0.44841033  0.32212149]
L2 term: [ 4.48834615e-07  7.38852764e-07  7.37750681e-07  3.65819879e-07
  6.38719689e-07 -3.85484096e-07  8.52375075e-08  1.21520415e-06
  8.72957960e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16587342  0.27313984  0.27316836  0.13506329  0.2373389  -0.14398001
  0.03137295  0.45052559  0.32331594]
L2 term: [ 4.49521467e-07  7.40216377e-07  7.40293649e-07  3.66025176e-07
  6.43194863e-07 -3.90189734e-07  8.50215561e-08  1.22093655e-06
  8.76194963e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16611988  0.27362694  0.27409401  0.13514139  0.2389724  -0.14569733
  0.03129502  0.45261908  0.32449013]
L2 term: [ 4.50189369e-07  7.41536434e-07  7.42802204e-07  3.66236829e-07
  6.47621685e-07 -3.94843723e-07  8.48103411e-08  1.22660996e-06
  8.79377059e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16635955  0.27409841  0.27500723  0.13522186  0.24058829 -0.14739583
  0.03121884  0.45469119  0.32564449]
L2 term: [ 4.50838877e-07  7.42814109e-07  7.45277034e-07  3.66454894e-07
  6.52000788e-07 -3.99446703e-07  8.46038945e-08  1.23222545e-06
  8.82505406e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16659262  0.27455465  0.27590824  0.1353047   0.2421868  -0.14907575
  0.03114443  0.45674231  0.32677944]
L2 term: [ 4.51470521e-07  7.44050538e-07  7.47718800e-07  3.66679412e-07
  6.56332792e-07 -4.03999313e-07  8.44022419e-08  1.23778403e-06
  8.85581132e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16681929  0.27499608  0.27679728  0.13538994  0.24376816 -0.15073731
  0.03107179  0.4587728   0.32789537]
L2 term: [ 4.52084810e-07  7.45246822e-07  7.50128141e-07  3.66910406e-07
  6.60618308e-07 -4.08502189e-07  8.42054026e-08  1.24328671e-06
  8.88605330e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16703974  0.27542309  0.27767459  0.13547757  0.24533258 -0.15238075
  0.03100094  0.46078301  0.32899267]
L2 term: [ 4.52682234e-07  7.46404024e-07  7.52505676e-07  3.67147885e-07
  6.64857937e-07 -4.12955964e-07  8.40133903e-08  1.24873445e-06
  8.91579062e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16725414  0.27583605  0.27854039  0.13556759  0.24688029 -0.15400631
  0.03093187  0.4627733   0.33007174]
L2 term: [ 4.53263262e-07  7.47523177e-07  7.54852000e-07  3.67391846e-07
  6.69052271e-07 -4.17361268e-07  8.38262136e-08  1.25412818e-06
  8.94503360e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16746266  0.27623535  0.27939488  0.13566     0.2484115  -0.15561421
  0.03086459  0.46474398  0.33113294]
L2 term: [ 4.53828347e-07  7.48605279e-07  7.57167692e-07  3.67642273e-07
  6.73201891e-07 -4.21718727e-07  8.36438759e-08  1.25946879e-06
  8.97379230e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16766545  0.27662133  0.28023827  0.13575478  0.24992642 -0.15720469
  0.03079909  0.46669539  0.33217662]
L2 term: [ 4.54377923e-07  7.49651297e-07  7.59453311e-07  3.67899140e-07
  6.77307370e-07 -4.26028964e-07  8.34663761e-08  1.26475715e-06
  9.00207647e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16786268  0.27699434  0.28107077  0.13585193  0.25142526 -0.15877797
  0.03073538  0.46862783  0.33320315]
L2 term: [ 4.54912407e-07  7.50662172e-07  7.61709397e-07  3.68162409e-07
  6.81369272e-07 -4.30292593e-07  8.32937088e-08  1.26999411e-06
  9.02989560e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16805448  0.27735472  0.28189256  0.13595142  0.25290823 -0.16033427
  0.03067344  0.4705416   0.33421286]
L2 term: [ 4.55432201e-07  7.51638812e-07  7.63936476e-07  3.68432036e-07
  6.85388152e-07 -4.34510227e-07  8.31258645e-08  1.27518048e-06
  9.05725895e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16824101  0.27770279  0.28270384  0.13605324  0.25437552 -0.16187383
  0.03061328  0.47243699  0.33520608]
L2 term: [ 4.55937694e-07  7.52582099e-07  7.66135056e-07  3.68707965e-07
  6.89364554e-07 -4.38682472e-07  8.29628299e-08  1.28031706e-06
  9.08417549e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1684224   0.27803888  0.28350478  0.13615736  0.25582734 -0.16339686
  0.03055489  0.4743143   0.33618313]
L2 term: [ 4.56429258e-07  7.53492891e-07  7.68305629e-07  3.68990137e-07
  6.93299017e-07 -4.42809928e-07  8.28045885e-08  1.28540460e-06
  9.11065399e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16859878  0.27836327  0.28429556  0.13626376  0.25726387 -0.16490359
  0.03049826  0.47617378  0.33714434]
L2 term: [ 4.56907252e-07  7.54372018e-07  7.70448676e-07  3.69278481e-07
  6.97192069e-07 -4.46893188e-07  8.26511203e-08  1.29044384e-06
  9.13670297e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16877028  0.27867629  0.28507636  0.13637241  0.25868532 -0.16639422
  0.03044339  0.47801571  0.33809   ]
L2 term: [ 4.57372024e-07  7.55220286e-07  7.72564660e-07  3.69572925e-07
  7.01044229e-07 -4.50932841e-07  8.25024024e-08  1.29543552e-06
  9.16233074e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16893702  0.2789782   0.28584734  0.13648328  0.26009187 -0.16786897
  0.03039025  0.47984034  0.33902042]
L2 term: [ 4.57823908e-07  7.56038479e-07  7.74654033e-07  3.69873388e-07
  7.04856012e-07 -4.54929468e-07  8.23584091e-08  1.30038033e-06
  9.18754539e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16909913  0.27926929  0.28660866  0.13659634  0.2614837  -0.16932806
  0.03033885  0.48164793  0.33993589]
L2 term: [ 4.58263227e-07  7.56827356e-07  7.76717236e-07  3.70179787e-07
  7.08627919e-07 -4.58883643e-07  8.22191122e-08  1.30527895e-06
  9.21235480e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16925672  0.27954984  0.28736048  0.13671156  0.26286101 -0.1707717
  0.03028917  0.48343873  0.34083669]
L2 term: [ 4.58690294e-07  7.57587656e-07  7.78754694e-07  3.70492032e-07
  7.12360449e-07 -4.62795933e-07  8.20844809e-08  1.31013205e-06
  9.23676668e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1694099   0.27982012  0.28810296  0.1368289   0.26422396 -0.17220009
  0.0302412   0.48521295  0.3417231 ]
L2 term: [ 4.59105409e-07  7.58320097e-07  7.80766824e-07  3.70810031e-07
  7.16054088e-07 -4.66666901e-07  8.19544824e-08  1.31494026e-06
  9.26078850e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16955877  0.28008036  0.28883624  0.13694833  0.26557274 -0.17361343
  0.03019493  0.48697085  0.34259538]
L2 term: [ 4.59508865e-07  7.59025376e-07  7.82754030e-07  3.71133689e-07
  7.19709319e-07 -4.70497099e-07  8.18290817e-08  1.31970421e-06
  9.28442759e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16970345  0.28033084  0.28956046  0.13706981  0.26690752 -0.17501193
  0.03015034  0.48871264  0.3434538 ]
L2 term: [ 4.59900942e-07  7.59704171e-07  7.84716706e-07  3.71462906e-07
  7.23326615e-07 -4.74287075e-07  8.17082421e-08  1.32442450e-06
  9.30769108e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16984403  0.28057179  0.29027578  0.13719331  0.26822848 -0.17639579
  0.03010742  0.49043854  0.34429862]
L2 term: [ 4.60281913e-07  7.60357141e-07  7.86655236e-07  3.71797582e-07
  7.26906442e-07 -4.78037368e-07  8.15919249e-08  1.32910175e-06
  9.33058592e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1699806   0.28080344  0.29098233  0.13731878  0.26953578 -0.1777652
  0.03006615  0.49214877  0.34513009]
L2 term: [ 4.60652043e-07  7.60984927e-07  7.88569995e-07  3.72137614e-07
  7.30449259e-07 -4.81748510e-07  8.14800902e-08  1.33373651e-06
  9.35311891e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17011328  0.28102603  0.29168024  0.13744619  0.27082959 -0.17912036
  0.03002652  0.49384353  0.34594845]
L2 term: [ 4.61011587e-07  7.61588153e-07  7.90461349e-07  3.72482895e-07
  7.33955519e-07 -4.85421026e-07  8.13726962e-08  1.33832935e-06
  9.37529668e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17024213  0.28123978  0.29236964  0.1375755   0.27211007 -0.18046146
  0.02998852  0.49552303  0.34675394]
L2 term: [ 4.61360792e-07  7.62167424e-07  7.92329653e-07  3.72833320e-07
  7.37425665e-07 -4.89055435e-07  8.12697001e-08  1.34288083e-06
  9.39712571e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17036726  0.28144491  0.29305067  0.13770666  0.27337739 -0.18178868
  0.02995212  0.49718745  0.34754679]
L2 term: [ 4.61699899e-07  7.62723331e-07  7.94175255e-07  3.73188782e-07
  7.40860138e-07 -4.92652247e-07  8.11710577e-08  1.34739148e-06
  9.41861231e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17048875  0.28164163  0.29372344  0.13783964  0.27463171 -0.18310221
  0.02991731  0.49883701  0.34832724]
L2 term: [ 4.62029139e-07  7.63256449e-07  7.95998496e-07  3.73549170e-07
  7.44259368e-07 -4.96211964e-07  8.10767239e-08  1.35186181e-06
  9.43976267e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17060668  0.28183015  0.29438809  0.1379744   0.27587317 -0.18440225
  0.02988407  0.50047187  0.34909551]
L2 term: [ 4.62348739e-07  7.63767336e-07  7.97799707e-07  3.73914376e-07
  7.47623780e-07 -4.99735085e-07  8.09866523e-08  1.35629234e-06
  9.46058281e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17072114  0.28201066  0.29504473  0.1381109   0.27710195 -0.18568895
  0.02985239  0.50209224  0.3498518 ]
L2 term: [ 4.62658917e-07  7.64256537e-07  7.99579212e-07  3.74284291e-07
  7.50953794e-07 -5.03222096e-07  8.09007959e-08  1.36068358e-06
  9.48107864e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1708322   0.28218337  0.29569347  0.1382491   0.27831818 -0.18696251
  0.02982225  0.50369828  0.35059634]
L2 term: [ 4.62959886e-07  7.64724581e-07  8.01337329e-07  3.74658803e-07
  7.54249822e-07 -5.06673481e-07  8.08191068e-08  1.36503599e-06
  9.50125592e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17093993  0.28234846  0.29633444  0.13838895  0.27952203 -0.1882231
  0.02979363  0.50529018  0.35132934]
L2 term: [ 4.63251852e-07  7.65171986e-07  8.03074368e-07  3.75037803e-07
  7.57512270e-07 -5.10089712e-07  8.07415362e-08  1.36935007e-06
  9.52112028e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17104442  0.28250612  0.29696774  0.13853042  0.28071363 -0.18947089
  0.0297665   0.50686809  0.35205099]
L2 term: [ 4.63535016e-07  7.65599254e-07  8.04790632e-07  3.75421181e-07
  7.60741540e-07 -5.13471259e-07  8.06680350e-08  1.37362627e-06
  9.54067723e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17114573  0.28265654  0.29759349  0.13867346  0.28189313 -0.19070606
  0.02974087  0.5084322   0.3527615 ]
L2 term: [ 4.63809572e-07  7.66006874e-07  8.06486419e-07  3.75808827e-07
  7.63938024e-07 -5.16818581e-07  8.05985533e-08  1.37786505e-06
  9.55993216e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17124394  0.28279988  0.29821178  0.13881803  0.28306068 -0.19192876
  0.02971669  0.50998267  0.35346105]
L2 term: [ 4.64075711e-07  7.66395325e-07  8.08162019e-07  3.76200630e-07
  7.67102112e-07 -5.20132132e-07  8.05330407e-08  1.38206686e-06
  9.57889034e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1713391   0.28293631  0.29882274  0.1389641   0.28421641 -0.19313916
  0.02969396  0.51151965  0.35414985]
L2 term: [ 4.64333615e-07  7.66765072e-07  8.09817717e-07  3.76596484e-07
  7.70234186e-07 -5.23412357e-07  8.04714465e-08  1.38623212e-06
  9.59755691e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1714313   0.28306601  0.29942645  0.13911163  0.28536048 -0.19433743
  0.02967266  0.51304331  0.35482807]
L2 term: [ 4.64583464e-07  7.67116569e-07  8.11453793e-07  3.76996278e-07
  7.73334624e-07 -5.26659698e-07  8.04137197e-08  1.39036128e-06
  9.61593694e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17152058  0.28318914  0.30002302  0.13926057  0.286493   -0.19552372
  0.02965277  0.5145538   0.3554959 ]
L2 term: [ 4.64825433e-07  7.67450257e-07  8.13070519e-07  3.77399906e-07
  7.76403798e-07 -5.29874586e-07  8.03598087e-08  1.39445473e-06
  9.63403534e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17160703  0.28330586  0.30061255  0.13941088  0.28761413 -0.1966982
  0.02963427  0.51605126  0.35615352]
L2 term: [ 4.65059692e-07  7.67766568e-07  8.14668164e-07  3.77807261e-07
  7.79442074e-07 -5.33057447e-07  8.03096621e-08  1.39851290e-06
  9.65185695e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17169068  0.28341633  0.30119514  0.13956253  0.28872398 -0.19786101
  0.02961713  0.51753585  0.3568011 ]
L2 term: [ 4.65286404e-07  7.68065922e-07  8.16246991e-07  3.78218237e-07
  7.82449812e-07 -5.36208702e-07  8.02632279e-08  1.40253618e-06
  9.66940649e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17177162  0.28352068  0.30177088  0.13971548  0.2898227  -0.19901231
  0.02960135  0.51900771  0.35743881]
L2 term: [ 4.65505733e-07  7.68348730e-07  8.17807257e-07  3.78632729e-07
  7.85427369e-07 -5.39328762e-07  8.02204543e-08  1.40652497e-06
  9.68668861e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17184988  0.28361908  0.30233986  0.13986968  0.29091041 -0.20015225
  0.0295869   0.52046699  0.35806682]
L2 term: [ 4.65717834e-07  7.68615392e-07  8.19349216e-07  3.79050634e-07
  7.88375095e-07 -5.42418035e-07  8.01812891e-08  1.41047964e-06
  9.70370783e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17192554  0.28371166  0.30290218  0.14002511  0.29198724 -0.20128098
  0.02957376  0.52191382  0.35868529]
L2 term: [ 4.65922860e-07  7.68866297e-07  8.20873115e-07  3.79471849e-07
  7.91293336e-07 -5.45476920e-07  8.01456804e-08  1.41440059e-06
  9.72046858e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17199863  0.28379857  0.30345792  0.14018172  0.29305332 -0.20239864
  0.02956191  0.52334834  0.35929439]
L2 term: [ 4.66120961e-07  7.69101827e-07  8.22379198e-07  3.79896272e-07
  7.94182433e-07 -5.48505811e-07  8.01135760e-08  1.41828818e-06
  9.73697523e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17206923  0.28387995  0.30400718  0.14033948  0.29410876 -0.20350538
  0.02955134  0.52477068  0.35989426]
L2 term: [ 4.66312282e-07  7.69322354e-07  8.23867705e-07  3.80323804e-07
  7.97042720e-07 -5.51505096e-07  8.00849239e-08  1.42214277e-06
  9.75323202e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17213738  0.28395592  0.30455004  0.14049835  0.2951537  -0.20460133
  0.02954202  0.52618098  0.36048507]
L2 term: [ 4.66496964e-07  7.69528240e-07  8.25338870e-07  3.80754346e-07
  7.99874531e-07 -5.54475155e-07  8.00596720e-08  1.42596472e-06
  9.76924313e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17220313  0.28402662  0.30508659  0.1406583   0.29618825 -0.20568664
  0.02953394  0.52757937  0.36106697]
L2 term: [ 4.66675147e-07  7.69719839e-07  8.26792923e-07  3.81187801e-07
  8.02678191e-07 -5.57416365e-07  8.00377686e-08  1.42975438e-06
  9.78501265e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17226653  0.28409218  0.3056169   0.14081928  0.29721253 -0.20676144
  0.02952707  0.52896596  0.3616401 ]
L2 term: [ 4.66846965e-07  7.69897498e-07  8.28230093e-07  3.81624071e-07
  8.05454021e-07 -5.60329093e-07  8.00191619e-08  1.43351210e-06
  9.80054459e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17232763  0.28415271  0.30614107  0.14098127  0.29822666 -0.20782586
  0.0295214   0.5303409   0.3622046 ]
L2 term: [ 4.67012551e-07  7.70061552e-07  8.29650600e-07  3.82063063e-07
  8.08202339e-07 -5.63213705e-07  8.00038003e-08  1.43723821e-06
  9.81584287e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17238648  0.28420835  0.30665917  0.14114423  0.29923076 -0.20888004
  0.02951691  0.53170429  0.36276063]
L2 term: [ 4.67172032e-07  7.70212333e-07  8.31054665e-07  3.82504684e-07
  8.10923459e-07 -5.66070557e-07  7.99916324e-08  1.44093304e-06
  9.83091135e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17244312  0.28425921  0.30717128  0.14130812  0.30022493 -0.2099241
  0.02951358  0.53305627  0.36330832]
L2 term: [ 4.67325535e-07  7.70350161e-07  8.32442501e-07  3.82948841e-07
  8.13617687e-07 -5.68900002e-07  7.99826071e-08  1.44459693e-06
  9.84575380e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1724976   0.2843054   0.30767748  0.14147292  0.30120929 -0.21095818
  0.02951139  0.53439694  0.3638478 ]
L2 term: [ 4.67473184e-07  7.70475351e-07  8.33814322e-07  3.83395443e-07
  8.16285330e-07 -5.71702385e-07  7.99766734e-08  1.44823020e-06
  9.86037391e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17254997  0.28434705  0.30817785  0.14163858  0.30218395 -0.2119824
  0.02951033  0.53572643  0.36437921]
L2 term: [ 4.67615097e-07  7.70588210e-07  8.35170334e-07  3.83844403e-07
  8.18926687e-07 -5.74478049e-07  7.99737808e-08  1.45183315e-06
  9.87477533e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17260026  0.28438425  0.30867246  0.14180509  0.30314902 -0.21299688
  0.02951036  0.53704485  0.36490268]
L2 term: [ 4.67751392e-07  7.70689038e-07  8.36510742e-07  3.84295633e-07
  8.21542053e-07 -5.77227327e-07  7.99738788e-08  1.45540610e-06
  9.88896161e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17264853  0.28441713  0.30916139  0.1419724   0.30410461 -0.21400175
  0.02951148  0.53835231  0.36541835]
L2 term: [ 4.67882185e-07  7.70778127e-07  8.37835748e-07  3.84749045e-07
  8.24131722e-07 -5.79950551e-07  7.99769173e-08  1.45894936e-06
  9.90293624e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1726948   0.28444578  0.30964471  0.14214048  0.30505082 -0.21499713
  0.02951367  0.53964893  0.36592633]
L2 term: [ 4.68007588e-07  7.70855764e-07  8.39145550e-07  3.85204558e-07
  8.26695979e-07 -5.82648045e-07  7.99828467e-08  1.46246323e-06
  9.91670264e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17273912  0.2844703   0.31012249  0.14230931  0.30598776 -0.21598313
  0.02951691  0.54093481  0.36642675]
L2 term: [ 4.68127710e-07  7.70922228e-07  8.40440341e-07  3.85662086e-07
  8.29235111e-07 -5.85320130e-07  7.99916175e-08  1.46594799e-06
  9.93026417e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17278154  0.28449081  0.3105948   0.14247885  0.30691553 -0.21695987
  0.02952117  0.54221006  0.36691973]
L2 term: [ 4.68242658e-07  7.70977793e-07  8.41720315e-07  3.86121548e-07
  8.31749396e-07 -5.87967118e-07  8.00031807e-08  1.46940395e-06
  9.94362414e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17282209  0.28450739  0.31106171  0.14264908  0.30783423 -0.21792746
  0.02952645  0.54347478  0.36740539]
L2 term: [ 4.68352539e-07  7.71022726e-07  8.42985660e-07  3.86582865e-07
  8.34239112e-07 -5.90589322e-07  8.00174876e-08  1.47283139e-06
  9.95678577e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1728608   0.28452014  0.31152329  0.14281996  0.30874397 -0.21888602
  0.02953273  0.54472909  0.36788386]
L2 term: [ 4.68457455e-07  7.71057287e-07  8.44236561e-07  3.87045959e-07
  8.36704531e-07 -5.93187044e-07  8.00344899e-08  1.47623060e-06
  9.96975223e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17289772  0.28452916  0.31197961  0.14299147  0.30964484 -0.21983566
  0.02953998  0.54597308  0.36835523]
L2 term: [ 4.68557506e-07  7.71081732e-07  8.45473201e-07  3.87510750e-07
  8.39145921e-07 -5.95760586e-07  8.00541397e-08  1.47960184e-06
  9.98252665e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17293288  0.28453454  0.31243074  0.14316357  0.31053695 -0.22077648
  0.02954819  0.54720685  0.36881964]
L2 term: [ 4.68652791e-07  7.71096311e-07  8.46695760e-07  3.87977166e-07
  8.41563549e-07 -5.98310242e-07  8.00763895e-08  1.48294540e-06
  9.99511208e-07]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17296632  0.28453637  0.31287673  0.14333625  0.31142038 -0.2217086
  0.02955734  0.54843051  0.36927717]
L2 term: [ 4.68743407e-07  7.71101266e-07  8.47904417e-07  3.88445130e-07
  8.43957675e-07 -6.00836303e-07  8.01011921e-08  1.48626154e-06
  1.00075115e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17299807  0.28453473  0.31331766  0.14350948  0.31229524 -0.22263211
  0.02956742  0.54964414  0.36972796]
L2 term: [ 4.68829449e-07  7.71096837e-07  8.49099345e-07  3.88914570e-07
  8.46328560e-07 -6.03339055e-07  8.01285010e-08  1.48955053e-06
  1.00197279e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17302816  0.28452972  0.31375358  0.14368322  0.31316161 -0.22354713
  0.0295784   0.55084786  0.3701721 ]
L2 term: [ 4.68911008e-07  7.71083256e-07  8.50280716e-07  3.89385416e-07
  8.48676457e-07 -6.05818780e-07  8.01582699e-08  1.49281263e-06
  1.00317642e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17305664  0.28452142  0.31418457  0.14385745  0.3140196  -0.22445375
  0.02959028  0.55204175  0.37060969]
L2 term: [ 4.68988176e-07  7.71060752e-07  8.51448700e-07  3.89857597e-07
  8.51001619e-07 -6.08275755e-07  8.01904530e-08  1.49604810e-06
  1.00436231e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17308352  0.2845099   0.31461068  0.14403216  0.31486928 -0.22535208
  0.02960303  0.55322591  0.37104085]
L2 term: [ 4.69061041e-07  7.71029546e-07  8.52603463e-07  3.90331044e-07
  8.53304293e-07 -6.10710253e-07  8.02250050e-08  1.49925720e-06
  1.00553075e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17310886  0.28449526  0.31503197  0.1442073   0.31571076 -0.22624222
  0.02961663  0.55440042  0.37146566]
L2 term: [ 4.69129691e-07  7.70989857e-07  8.53745171e-07  3.90805691e-07
  8.55584725e-07 -6.13122542e-07  8.02618808e-08  1.50244017e-06
  1.00668201e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17313266  0.28447756  0.3154485   0.14438286  0.31654412 -0.22712426
  0.02963108  0.55556539  0.37188424]
L2 term: [ 4.69194211e-07  7.70941898e-07  8.54873986e-07  3.91281471e-07
  8.57843157e-07 -6.15512886e-07  8.03010362e-08  1.50559726e-06
  1.00781637e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17315498  0.28445689  0.31586033  0.14455882  0.31736946 -0.22799829
  0.02964636  0.5567209   0.37229667]
L2 term: [ 4.69254685e-07  7.70885878e-07  8.55990066e-07  3.91758322e-07
  8.60079827e-07 -6.17881548e-07  8.03424271e-08  1.50872872e-06
  1.00893407e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17317583  0.28443332  0.31626753  0.14473515  0.31818684 -0.22886442
  0.02966244  0.55786704  0.37270306]
L2 term: [ 4.69311195e-07  7.70822000e-07  8.57093570e-07  3.92236178e-07
  8.62294972e-07 -6.20228781e-07  8.03860101e-08  1.51183479e-06
  1.01003540e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17319525  0.28440692  0.31667014  0.14491183  0.31899638 -0.22972274
  0.02967931  0.55900389  0.3731035 ]
L2 term: [ 4.69363821e-07  7.70750463e-07  8.58184652e-07  3.92714980e-07
  8.64488823e-07 -6.22554840e-07  8.04317419e-08  1.51491570e-06
  1.01112059e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17321326  0.28437777  0.31706822  0.14508883  0.31979813 -0.23057333
  0.02969697  0.56013156  0.37349807]
L2 term: [ 4.69412641e-07  7.70671463e-07  8.59263466e-07  3.93194666e-07
  8.66661612e-07 -6.24859972e-07  8.04795802e-08  1.51797170e-06
  1.01218990e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1732299   0.28434594  0.31746183  0.14526614  0.3205922  -0.23141629
  0.02971538  0.56125011  0.37388688]
L2 term: [ 4.69457735e-07  7.70585191e-07  8.60330162e-07  3.93675177e-07
  8.68813563e-07 -6.27144422e-07  8.05294827e-08  1.52100300e-06
  1.01324358e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1732452   0.28431149  0.31785102  0.14544373  0.32137867 -0.23225171
  0.02973454  0.56235963  0.37427001]
L2 term: [ 4.69499176e-07  7.70491833e-07  8.61384889e-07  3.94156456e-07
  8.70944902e-07 -6.29408432e-07  8.05814079e-08  1.52400984e-06
  1.01428186e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17325917  0.28427449  0.31823586  0.14562159  0.32215761 -0.23307968
  0.02975443  0.56346021  0.37464754]
L2 term: [ 4.69537040e-07  7.70391572e-07  8.62427794e-07  3.94638446e-07
  8.73055850e-07 -6.31652238e-07  8.06353146e-08  1.52699244e-06
  1.01530499e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17327185  0.28423501  0.31861638  0.14579968  0.3229291  -0.23390027
  0.02977504  0.56455193  0.37501957]
L2 term: [ 4.69571400e-07  7.70284586e-07  8.63459020e-07  3.95121091e-07
  8.75146624e-07 -6.33876075e-07  8.06911621e-08  1.52995103e-06
  1.01631320e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17328326  0.28419312  0.31899264  0.145978    0.32369324 -0.23471358
  0.02979635  0.56563487  0.37538618]
L2 term: [ 4.69602327e-07  7.70171051e-07  8.64478711e-07  3.95604338e-07
  8.77217440e-07 -6.36080172e-07  8.07489103e-08  1.53288583e-06
  1.01730671e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17329343  0.28414887  0.31936471  0.14615652  0.32445008 -0.2355197
  0.02981834  0.56670911  0.37574745]
L2 term: [ 4.69629892e-07  7.70051137e-07  8.65487007e-07  3.96088134e-07
  8.79268510e-07 -6.38264756e-07  8.08085195e-08  1.53579705e-06
  1.01828576e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17330239  0.28410233  0.31973261  0.14633523  0.32519972 -0.23631869
  0.02984101  0.56777473  0.37610346]
L2 term: [ 4.69654163e-07  7.69925012e-07  8.66484046e-07  3.96572426e-07
  8.81300046e-07 -6.40430051e-07  8.08699504e-08  1.53868490e-06
  1.01925056e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17331015  0.28405356  0.32009642  0.14651409  0.32594222 -0.23711065
  0.02986434  0.5688318   0.37645429]
L2 term: [ 4.69675208e-07  7.69792839e-07  8.67469965e-07  3.97057165e-07
  8.83312254e-07 -6.42576277e-07  8.09331643e-08  1.54154960e-06
  1.02020134e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17331675  0.28400261  0.32045617  0.14669311  0.32667767 -0.23789565
  0.02988831  0.56988041  0.37680003]
L2 term: [ 4.69693094e-07  7.69654780e-07  8.68444899e-07  3.97542300e-07
  8.85305340e-07 -6.44703650e-07  8.09981229e-08  1.54439136e-06
  1.02113830e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17332221  0.28394956  0.32081191  0.14687225  0.32740614 -0.23867377
  0.02991291  0.57092063  0.37714075]
L2 term: [ 4.69707886e-07  7.69510990e-07  8.69408981e-07  3.98027784e-07
  8.87279505e-07 -6.46812384e-07  8.10647885e-08  1.54721038e-06
  1.02206166e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17332655  0.28389444  0.3211637   0.14705151  0.3281277  -0.23944509
  0.02993812  0.57195253  0.37747653]
L2 term: [ 4.69719647e-07  7.69361623e-07  8.70362342e-07  3.98513570e-07
  8.89234950e-07 -6.48902688e-07  8.11331237e-08  1.55000686e-06
  1.02297163e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17332979  0.28383732  0.32151159  0.14723086  0.32884242 -0.24020969
  0.02996394  0.57297619  0.37780744]
L2 term: [ 4.69728441e-07  7.69206830e-07  8.71305111e-07  3.98999610e-07
  8.91171871e-07 -6.50974772e-07  8.12030918e-08  1.55278101e-06
  1.02386840e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17333197  0.28377825  0.32185561  0.14741028  0.32955038 -0.24096764
  0.02999035  0.57399169  0.37813355]
L2 term: [ 4.69734328e-07  7.69046758e-07  8.72237417e-07  3.99485861e-07
  8.93090464e-07 -6.53028837e-07  8.12746563e-08  1.55553303e-06
  1.02475218e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17333309  0.28371729  0.32219581  0.14758977  0.33025165 -0.24171902
  0.03001733  0.57499909  0.37845495]
L2 term: [ 4.69737371e-07  7.68881550e-07  8.73159384e-07  3.99972277e-07
  8.94990922e-07 -6.55065087e-07  8.13477815e-08  1.55826311e-06
  1.02562316e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17333318  0.28365449  0.32253225  0.1477693   0.3309463  -0.24246389
  0.03004488  0.57599846  0.37877169]
L2 term: [ 4.69737628e-07  7.68711348e-07  8.74071137e-07  4.00458816e-07
  8.96873435e-07 -6.57083718e-07  8.14224318e-08  1.56097145e-06
  1.02648155e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17333227  0.28358989  0.32286496  0.14794887  0.33163439 -0.24320234
  0.03007297  0.57698989  0.37908385]
L2 term: [ 4.69735157e-07  7.68536289e-07  8.74972798e-07  4.00945437e-07
  8.98738190e-07 -6.59084927e-07  8.14985725e-08  1.56365823e-06
  1.02732752e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17333038  0.28352355  0.323194    0.14812844  0.332316   -0.24393443
  0.03010161  0.57797343  0.37939151]
L2 term: [ 4.69730016e-07  7.68356509e-07  8.75864489e-07  4.01432097e-07
  9.00585373e-07 -6.61068905e-07  8.15761690e-08  1.56632365e-06
  1.02816126e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17332751  0.28345552  0.3235194   0.14830802  0.3329912  -0.24466023
  0.03013076  0.57894915  0.37969471]
L2 term: [ 4.69722262e-07  7.68172139e-07  8.76746329e-07  4.01918757e-07
  9.02415167e-07 -6.63035843e-07  8.16551873e-08  1.56896789e-06
  1.02898297e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17332371  0.28338584  0.3238412   0.14848758  0.33366004 -0.24537981
  0.03016043  0.57991713  0.37999355]
L2 term: [ 4.69711948e-07  7.67983308e-07  8.77618435e-07  4.02405378e-07
  9.04227754e-07 -6.64985928e-07  8.17355939e-08  1.57159114e-06
  1.02979281e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17331898  0.28331456  0.32415946  0.14866712  0.3343226  -0.24609324
  0.0301906   0.58087743  0.38028807]
L2 term: [ 4.69699131e-07  7.67790144e-07  8.78480924e-07  4.02891921e-07
  9.06023313e-07 -6.66919344e-07  8.18173557e-08  1.57419359e-06
  1.03059098e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17331335  0.28324173  0.32447421  0.14884661  0.33497895 -0.24680058
  0.03022126  0.58183013  0.38057835]
L2 term: [ 4.69683862e-07  7.67592771e-07  8.79333910e-07  4.03378349e-07
  9.07802021e-07 -6.68836273e-07  8.19004401e-08  1.57677541e-06
  1.03137763e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17330683  0.28316739  0.3247855   0.14902605  0.33562913 -0.24750191
  0.0302524   0.58277527  0.38086444]
L2 term: [ 4.69666195e-07  7.67391309e-07  8.80177507e-07  4.03864627e-07
  9.09564051e-07 -6.70736893e-07  8.19848150e-08  1.57933678e-06
  1.03215295e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17329944  0.28309159  0.32509336  0.14920541  0.33627323 -0.24819729
  0.030284    0.58371294  0.38114641]
L2 term: [ 4.69646180e-07  7.67185877e-07  8.81011825e-07  4.04350718e-07
  9.11309577e-07 -6.72621382e-07  8.20704487e-08  1.58187788e-06
  1.03291711e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17329121  0.28301436  0.32539784  0.1493847   0.33691131 -0.24888678
  0.03031605  0.58464319  0.38142433]
L2 term: [ 4.69623869e-07  7.66976592e-07  8.81836976e-07  4.04836588e-07
  9.13038770e-07 -6.74489913e-07  8.21573098e-08  1.58439889e-06
  1.03367027e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17328215  0.28293576  0.32569898  0.14956389  0.33754341 -0.24957044
  0.03034854  0.58556609  0.38169825]
L2 term: [ 4.69599311e-07  7.66763568e-07  8.82653068e-07  4.05322202e-07
  9.14751797e-07 -6.76342658e-07  8.22453676e-08  1.58689997e-06
  1.03441259e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17327227  0.28285581  0.32599682  0.14974298  0.33816962 -0.25024834
  0.03038146  0.5864817   0.38196822]
L2 term: [ 4.69572554e-07  7.66546915e-07  8.83460209e-07  4.05807529e-07
  9.16448825e-07 -6.78179787e-07  8.23345917e-08  1.58938131e-06
  1.03514424e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17326161  0.28277457  0.32629139  0.14992195  0.33878998 -0.25092054
  0.03041481  0.58739009  0.38223432]
L2 term: [ 4.69543648e-07  7.66326744e-07  8.84258504e-07  4.06292536e-07
  9.18130020e-07 -6.80001466e-07  8.24249521e-08  1.59184306e-06
  1.03586538e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17325016  0.28269207  0.32658273  0.15010078  0.33940456 -0.2515871
  0.03044856  0.58829131  0.3824966 ]
L2 term: [ 4.69512638e-07  7.66103160e-07  8.85048058e-07  4.06777191e-07
  9.19795543e-07 -6.81807859e-07  8.25164194e-08  1.59428539e-06
  1.03657615e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17323796  0.28260834  0.32687089  0.15027948  0.34001341 -0.25224808
  0.03048271  0.58918543  0.38275511]
L2 term: [ 4.69479571e-07  7.65876268e-07  8.85828973e-07  4.07261464e-07
  9.21445556e-07 -6.83599130e-07  8.26089645e-08  1.59670848e-06
  1.03727673e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17322502  0.28252344  0.3271559   0.15045802  0.3406166  -0.25290354
  0.03051724  0.59007251  0.38300991]
L2 term: [ 4.69444492e-07  7.65646172e-07  8.86601354e-07  4.07745325e-07
  9.23080216e-07 -6.85375438e-07  8.27025588e-08  1.59911248e-06
  1.03796724e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17321135  0.28243739  0.3274378   0.15063641  0.34121418 -0.25355353
  0.03055216  0.5909526   0.38326106]
L2 term: [ 4.69407447e-07  7.65412970e-07  8.87365298e-07  4.08228745e-07
  9.24699682e-07 -6.87136941e-07  8.27971740e-08  1.60149756e-06
  1.03864786e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17319697  0.28235022  0.32771661  0.15081462  0.34180622 -0.25419812
  0.03058744  0.59182577  0.38350861]
L2 term: [ 4.69368479e-07  7.65176761e-07  8.88120907e-07  4.08711697e-07
  9.26304108e-07 -6.88883794e-07  8.28927822e-08  1.60386387e-06
  1.03931871e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1731819   0.28226199  0.32799239  0.15099264  0.34239276 -0.25483736
  0.03062307  0.59269208  0.3837526 ]
L2 term: [ 4.69327630e-07  7.64937641e-07  8.88868277e-07  4.09194151e-07
  9.27893648e-07 -6.90616152e-07  8.29893563e-08  1.60621159e-06
  1.03997995e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17316614  0.28217271  0.32826517  0.15117047  0.34297386 -0.25547131
  0.03065905  0.59355157  0.38399311]
L2 term: [ 4.69284945e-07  7.64695704e-07  8.89607507e-07  4.09676081e-07
  9.29468452e-07 -6.92334165e-07  8.30868691e-08  1.60854085e-06
  1.04063172e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17314973  0.28208243  0.32853498  0.1513481   0.34354958 -0.25610002
  0.03069537  0.59440432  0.38423016]
L2 term: [ 4.69240463e-07  7.64451042e-07  8.90338690e-07  4.10157462e-07
  9.31028672e-07 -6.94037984e-07  8.31852940e-08  1.61085182e-06
  1.04127416e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17313267  0.28199118  0.32880185  0.15152552  0.34411997 -0.25672354
  0.03073202  0.59525038  0.38446383]
L2 term: [ 4.69194226e-07  7.64203746e-07  8.91061922e-07  4.10638267e-07
  9.32574455e-07 -6.95727754e-07  8.32846050e-08  1.61314466e-06
  1.04190740e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17311498  0.28189899  0.32906582  0.15170272  0.34468509 -0.25734194
  0.03076898  0.5960898   0.38469415]
L2 term: [ 4.69146274e-07  7.63953903e-07  8.91777296e-07  4.11118471e-07
  9.34105947e-07 -6.97403623e-07  8.33847763e-08  1.61541951e-06
  1.04253158e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17309666  0.28180589  0.32932693  0.15187968  0.345245   -0.25795526
  0.03080625  0.59692264  0.38492118]
L2 term: [ 4.69096648e-07  7.63701600e-07  8.92484904e-07  4.11598051e-07
  9.35623294e-07 -6.99065733e-07  8.34857825e-08  1.61767652e-06
  1.04314683e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17307775  0.28171191  0.3295852   0.15205641  0.34579973 -0.25856355
  0.03084382  0.59774895  0.38514496]
L2 term: [ 4.69045384e-07  7.63446921e-07  8.93184836e-07  4.12076983e-07
  9.37126637e-07 -7.00714226e-07  8.35875986e-08  1.61991585e-06
  1.04375329e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17305824  0.28161709  0.32984068  0.15223288  0.34634935 -0.25916687
  0.03088168  0.59856879  0.38536555]
L2 term: [ 4.68992522e-07  7.63189949e-07  8.93877181e-07  4.12555243e-07
  9.38616119e-07 -7.02349241e-07  8.36902000e-08  1.62213763e-06
  1.04435108e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17303816  0.28152145  0.33009339  0.15240911  0.3468939  -0.25976527
  0.03091982  0.59938221  0.38558298]
L2 term: [ 4.68938100e-07  7.62930766e-07  8.94562030e-07  4.13032810e-07
  9.40091880e-07 -7.03970917e-07  8.37935625e-08  1.62434203e-06
  1.04494033e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17301751  0.28142503  0.33034336  0.15258506  0.34743345 -0.26035879
  0.03095824  0.60018927  0.38579731]
L2 term: [ 4.68882153e-07  7.62669450e-07  8.95239468e-07  4.13509661e-07
  9.41554057e-07 -7.05579390e-07  8.38976624e-08  1.62652918e-06
  1.04552116e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17299632  0.28132784  0.33059064  0.15276075  0.34796803 -0.2609475
  0.03099691  0.60099001  0.38600858]
L2 term: [ 4.68824718e-07  7.62406079e-07  8.95909582e-07  4.13985776e-07
  9.43002787e-07 -7.07174793e-07  8.40024760e-08  1.62869922e-06
  1.04609371e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17297459  0.28122993  0.33083524  0.15293616  0.3484977  -0.26153143
  0.03103584  0.6017845   0.38621683]
L2 term: [ 4.68765831e-07  7.62140730e-07  8.96572458e-07  4.14461133e-07
  9.44438206e-07 -7.08757259e-07  8.41079804e-08  1.63085230e-06
  1.04665808e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17295234  0.28113131  0.3310772   0.15311128  0.3490225  -0.26211063
  0.03107502  0.60257278  0.38642211]
L2 term: [ 4.68705527e-07  7.61873476e-07  8.97228179e-07  4.14935713e-07
  9.45860447e-07 -7.10326920e-07  8.42141529e-08  1.63298855e-06
  1.04721440e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17292958  0.28103202  0.33131655  0.1532861   0.3495425  -0.26268516
  0.03111444  0.6033549   0.38662447]
L2 term: [ 4.68643840e-07  7.61604391e-07  8.97876828e-07  4.15409496e-07
  9.47269641e-07 -7.11883903e-07  8.43209710e-08  1.63510812e-06
  1.04776278e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17290632  0.28093208  0.33155332  0.15346063  0.35005772 -0.26325506
  0.03115408  0.60413091  0.38682393]
L2 term: [ 4.68580804e-07  7.61333546e-07  8.98518488e-07  4.15882463e-07
  9.48665920e-07 -7.13428337e-07  8.44284129e-08  1.63721115e-06
  1.04830335e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17288257  0.28083151  0.33178755  0.15363485  0.35056823 -0.26382037
  0.03119395  0.60490087  0.38702056]
L2 term: [ 4.68516452e-07  7.61061010e-07  8.99153239e-07  4.16354596e-07
  9.50049412e-07 -7.14960347e-07  8.45364568e-08  1.63929776e-06
  1.04883621e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17285835  0.28073035  0.33201925  0.15380875  0.35107407 -0.26438114
  0.03123404  0.60566483  0.38721438]
L2 term: [ 4.68450817e-07  7.60786853e-07  8.99781162e-07  4.16825877e-07
  9.51420245e-07 -7.16480057e-07  8.46450814e-08  1.64136809e-06
  1.04936147e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17283367  0.28062861  0.33224846  0.15398233  0.35157528 -0.26493742
  0.03127432  0.60642282  0.38740545]
L2 term: [ 4.68383930e-07  7.60511140e-07  9.00402334e-07  4.17296288e-07
  9.52778546e-07 -7.17987590e-07  8.47542659e-08  1.64342229e-06
  1.04987926e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17280854  0.28052632  0.33247521  0.15415558  0.35207192 -0.26548925
  0.03131481  0.60717491  0.38759379]
L2 term: [ 4.68315824e-07  7.60233937e-07  9.01016836e-07  4.17765812e-07
  9.54124439e-07 -7.19483067e-07  8.48639895e-08  1.64546047e-06
  1.05038967e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17278297  0.28042351  0.33269953  0.15432851  0.35256402 -0.26603668
  0.03135549  0.60792114  0.38777945]
L2 term: [ 4.68246528e-07  7.59955309e-07  9.01624742e-07  4.18234433e-07
  9.55458048e-07 -7.20966608e-07  8.49742322e-08  1.64748277e-06
  1.05089281e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17275697  0.28032019  0.33292144  0.15450109  0.35305163 -0.26657974
  0.03139636  0.60866156  0.38796246]
L2 term: [ 4.68176075e-07  7.59675318e-07  9.02226130e-07  4.18702135e-07
  9.56779494e-07 -7.22438329e-07  8.50849738e-08  1.64948932e-06
  1.05138879e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17273056  0.2802164   0.33314098  0.15467332  0.3535348  -0.26711849
  0.0314374   0.60939621  0.38814288]
L2 term: [ 4.68104492e-07  7.59394026e-07  9.02821074e-07  4.19168901e-07
  9.58088899e-07 -7.23898349e-07  8.51961949e-08  1.65148025e-06
  1.05187772e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17270374  0.28011214  0.33335816  0.15484521  0.35401357 -0.26765296
  0.03147861  0.61012515  0.38832072]
L2 term: [ 4.68031811e-07  7.59111492e-07  9.03409649e-07  4.19634718e-07
  9.59386382e-07 -7.25346781e-07  8.53078761e-08  1.65345569e-06
  1.05235968e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17267652  0.28000745  0.33357302  0.15501674  0.35448799 -0.2681832
  0.03151998  0.61084841  0.38849604]
L2 term: [ 4.67958060e-07  7.58827776e-07  9.03991928e-07  4.20099571e-07
  9.60672060e-07 -7.26783739e-07  8.54199985e-08  1.65541576e-06
  1.05283480e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17264893  0.27990234  0.33378559  0.15518791  0.35495809 -0.26870925
  0.03156151  0.61156605  0.38866886]
L2 term: [ 4.67883267e-07  7.58542934e-07  9.04567983e-07  4.20563444e-07
  9.61946050e-07 -7.28209336e-07  8.55325435e-08  1.65736058e-06
  1.05330315e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17262095  0.27979684  0.33399588  0.15535871  0.35542393 -0.26923114
  0.03160319  0.61227811  0.38883923]
L2 term: [ 4.67807460e-07  7.58257024e-07  9.05137886e-07  4.21026325e-07
  9.63208469e-07 -7.29623683e-07  8.56454927e-08  1.65929028e-06
  1.05376485e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17259262  0.27969097  0.33420393  0.15552915  0.35588553 -0.26974892
  0.03164501  0.61298464  0.38900717]
L2 term: [ 4.67730666e-07  7.57970100e-07  9.05701707e-07  4.21488199e-07
  9.64459430e-07 -7.31026888e-07  8.57588281e-08  1.66120499e-06
  1.05421999e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17256392  0.27958474  0.33440976  0.1556992   0.35634295 -0.27026263
  0.03168696  0.61368568  0.38917273]
L2 term: [ 4.67652913e-07  7.57682216e-07  9.06259516e-07  4.21949054e-07
  9.65699046e-07 -7.32419060e-07  8.58725321e-08  1.66310481e-06
  1.05466865e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17253489  0.27947817  0.3346134   0.15586888  0.35679622 -0.27077231
  0.03172905  0.61438127  0.38933594]
L2 term: [ 4.67574226e-07  7.57393425e-07  9.06811382e-07  4.22408878e-07
  9.66927428e-07 -7.33800305e-07  8.59865872e-08  1.66498988e-06
  1.05511094e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17250552  0.27937129  0.33481487  0.15603817  0.35724539 -0.271278
  0.03177126  0.61507146  0.38949683]
L2 term: [ 4.67494633e-07  7.57103779e-07  9.07357372e-07  4.22867658e-07
  9.68144688e-07 -7.35170729e-07  8.61009763e-08  1.66686031e-06
  1.05554695e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17247582  0.27926412  0.3350142   0.15620707  0.35769049 -0.27177973
  0.03181359  0.61575629  0.38965543]
L2 term: [ 4.67414158e-07  7.56813327e-07  9.07897554e-07  4.23325381e-07
  9.69350934e-07 -7.36530436e-07  8.62156826e-08  1.66871622e-06
  1.05597677e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17244581  0.27915666  0.33521141  0.15637557  0.35813158 -0.27227755
  0.03185602  0.6164358   0.38981178]
L2 term: [ 4.67332827e-07  7.56522121e-07  9.08431995e-07  4.23782038e-07
  9.70546275e-07 -7.37879529e-07  8.63306896e-08  1.67055773e-06
  1.05640049e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17241549  0.27904895  0.33540652  0.15654368  0.35856867 -0.27277148
  0.03189857  0.61711005  0.38996591]
L2 term: [ 4.67250663e-07  7.56230207e-07  9.08960759e-07  4.24237616e-07
  9.71730817e-07 -7.39218109e-07  8.64459811e-08  1.67238495e-06
  1.05681818e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17238488  0.27894099  0.33559956  0.15671139  0.35900182 -0.27326158
  0.03194121  0.61777906  0.39011785]
L2 term: [ 4.67167693e-07  7.55937633e-07  9.09483912e-07  4.24692105e-07
  9.72904667e-07 -7.40546278e-07  8.65615411e-08  1.67419799e-06
  1.05722995e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17235397  0.2788328   0.33579056  0.15687869  0.35943107 -0.27374787
  0.03198394  0.61844289  0.39026764]
L2 term: [ 4.67083939e-07  7.55644445e-07  9.10001517e-07  4.25145494e-07
  9.74067928e-07 -7.41864134e-07  8.66773539e-08  1.67599698e-06
  1.05763588e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17232279  0.2787244   0.33597953  0.15704558  0.35985644 -0.27423038
  0.03202677  0.61910156  0.3904153 ]
L2 term: [ 4.66999424e-07  7.55350689e-07  9.10513637e-07  4.25597773e-07
  9.75220704e-07 -7.43171774e-07  8.67934042e-08  1.67778202e-06
  1.05803604e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17229133  0.27861582  0.3361665   0.15721206  0.36027798 -0.27470917
  0.03206967  0.61975514  0.39056087]
L2 term: [ 4.66914172e-07  7.55056409e-07  9.11020335e-07  4.26048933e-07
  9.76363098e-07 -7.44469297e-07  8.69096769e-08  1.67955322e-06
  1.05843053e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17225961  0.27850705  0.3363515   0.15737812  0.36069573 -0.27518426
  0.03211265  0.62040365  0.39070437]
L2 term: [ 4.66828206e-07  7.54761648e-07  9.11521673e-07  4.26498964e-07
  9.77495211e-07 -7.45756798e-07  8.70261570e-08  1.68131069e-06
  1.05881942e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17222763  0.27839812  0.33653454  0.15754376  0.36110973 -0.27565568
  0.0321557   0.62104713  0.39084583]
L2 term: [ 4.66741547e-07  7.54466449e-07  9.12017710e-07  4.26947857e-07
  9.78617143e-07 -7.47034371e-07  8.71428300e-08  1.68305455e-06
  1.05920280e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17219541  0.27828904  0.33671564  0.15770898  0.36152    -0.27612348
  0.03219882  0.62168563  0.39098529]
L2 term: [ 4.66654218e-07  7.54170852e-07  9.12508508e-07  4.27395603e-07
  9.79728993e-07 -7.48302109e-07  8.72596816e-08  1.68478490e-06
  1.05958074e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17216294  0.27817984  0.33689483  0.15787377  0.36192659 -0.27658768
  0.032242    0.62231918  0.39112277]
L2 term: [ 4.66566239e-07  7.53874899e-07  9.12994126e-07  4.27842193e-07
  9.80830860e-07 -7.49560106e-07  8.73766977e-08  1.68650185e-06
  1.05995332e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17213025  0.27807051  0.33707214  0.15803813  0.36232953 -0.27704832
  0.03228524  0.62294783  0.39125831]
L2 term: [ 4.66477633e-07  7.53578629e-07  9.13474622e-07  4.28287620e-07
  9.81922839e-07 -7.50808452e-07  8.74938645e-08  1.68820551e-06
  1.06032061e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17209733  0.27796109  0.33724757  0.15820206  0.36272885 -0.27750543
  0.03232852  0.62357162  0.39139192]
L2 term: [ 4.66388419e-07  7.53282080e-07  9.13950054e-07  4.28731876e-07
  9.83005027e-07 -7.52047238e-07  8.76111685e-08  1.68989598e-06
  1.06068270e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17206419  0.27785157  0.33742116  0.15836556  0.3631246  -0.27795905
  0.03237185  0.62419057  0.39152363]
L2 term: [ 4.66298617e-07  7.52985291e-07  9.14420479e-07  4.29174952e-07
  9.84077519e-07 -7.53276552e-07  8.77285963e-08  1.69157336e-06
  1.06103966e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17203084  0.27774198  0.33759292  0.15852861  0.36351681 -0.2784092
  0.03241522  0.62480474  0.39165349]
L2 term: [ 4.66208249e-07  7.52688298e-07  9.14885955e-07  4.29616842e-07
  9.85140409e-07 -7.54496483e-07  8.78461348e-08  1.69323777e-06
  1.06139156e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1719973   0.27763233  0.33776287  0.15869123  0.36390551 -0.27885593
  0.03245863  0.62541415  0.3917815 ]
L2 term: [ 4.66117333e-07  7.52391138e-07  9.15346536e-07  4.30057538e-07
  9.86193790e-07 -7.55707118e-07  8.79637712e-08  1.69488930e-06
  1.06173847e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17196355  0.27752263  0.33793104  0.15885341  0.36429073 -0.27929925
  0.03250207  0.62601885  0.39190769]
L2 term: [ 4.66025889e-07  7.52093845e-07  9.15802278e-07  4.30497034e-07
  9.87237753e-07 -7.56908543e-07  8.80814930e-08  1.69652805e-06
  1.06208047e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17192962  0.27741289  0.33809744  0.15901513  0.36467251 -0.27973921
  0.03254554  0.62661887  0.3920321 ]
L2 term: [ 4.65933936e-07  7.51796456e-07  9.16253235e-07  4.30935323e-07
  9.88272389e-07 -7.58100844e-07  8.81992878e-08  1.69815412e-06
  1.06241761e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17189551  0.27730313  0.3382621   0.15917642  0.36505088 -0.28017583
  0.03258903  0.62721425  0.39215475]
L2 term: [ 4.65841492e-07  7.51499002e-07  9.16699462e-07  4.31372399e-07
  9.89297790e-07 -7.59284103e-07  8.83171434e-08  1.69976762e-06
  1.06274999e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17186122  0.27719336  0.33842503  0.15933725  0.36542588 -0.28060915
  0.03263253  0.62780503  0.39227565]
L2 term: [ 4.65748575e-07  7.51201518e-07  9.17141011e-07  4.31808255e-07
  9.90314042e-07 -7.60458405e-07  8.84350480e-08  1.70136865e-06
  1.06307765e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17182677  0.27708359  0.33858626  0.15949762  0.36579754 -0.28103919
  0.03267605  0.62839124  0.39239485]
L2 term: [ 4.65655204e-07  7.50904036e-07  9.17577935e-07  4.32242886e-07
  9.91321236e-07 -7.61623832e-07  8.85529898e-08  1.70295729e-06
  1.06340067e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17179216  0.27697383  0.3387458   0.15965755  0.36616588 -0.28146599
  0.03271958  0.62897292  0.39251236]
L2 term: [ 4.65561396e-07  7.50606586e-07  9.18010286e-07  4.32676286e-07
  9.92319457e-07 -7.62780465e-07  8.86709575e-08  1.70453366e-06
  1.06371912e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17175739  0.27686409  0.33890366  0.15981702  0.36653094 -0.28188957
  0.03276312  0.6295501   0.3926282 ]
L2 term: [ 4.65467169e-07  7.50309200e-07  9.18438115e-07  4.33108450e-07
  9.93308792e-07 -7.63928384e-07  8.87889398e-08  1.70609784e-06
  1.06403306e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17172247  0.27675439  0.33905988  0.15997603  0.36689276 -0.28230997
  0.03280666  0.63012283  0.3927424 ]
L2 term: [ 4.65372539e-07  7.50011909e-07  9.18861473e-07  4.33539373e-07
  9.94289326e-07 -7.65067668e-07  8.89069257e-08  1.70764993e-06
  1.06434255e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17168741  0.27664474  0.33921447  0.16013458  0.36725136 -0.28272721
  0.03285019  0.63069112  0.39285498]
L2 term: [ 4.65277522e-07  7.49714740e-07  9.19280410e-07  4.33969050e-07
  9.95261145e-07 -7.66198398e-07  8.90249043e-08  1.70919003e-06
  1.06464765e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17165221  0.27653514  0.33936745  0.16029267  0.36760678 -0.28314132
  0.03289372  0.63125503  0.39296597]
L2 term: [ 4.65182136e-07  7.49417724e-07  9.19694974e-07  4.34397476e-07
  9.96224330e-07 -7.67320649e-07  8.91428651e-08  1.71071824e-06
  1.06494844e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17161688  0.27642561  0.33951882  0.16045029  0.36795904 -0.28355233
  0.03293723  0.63181458  0.39307539]
L2 term: [ 4.65086397e-07  7.49120887e-07  9.20105216e-07  4.34824646e-07
  9.97178965e-07 -7.68434499e-07  8.92607977e-08  1.71223463e-06
  1.06524496e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17158143  0.27631615  0.33966863  0.16060746  0.36830817 -0.28396027
  0.03298074  0.63236981  0.39318326]
L2 term: [ 4.64990320e-07  7.48824258e-07  9.20511183e-07  4.35250557e-07
  9.98125132e-07 -7.69540025e-07  8.93786919e-08  1.71373931e-06
  1.06553729e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17154586  0.27620678  0.33981687  0.16076415  0.36865421 -0.28436516
  0.03302422  0.63292074  0.3932896 ]
L2 term: [ 4.64893921e-07  7.48527863e-07  9.20912924e-07  4.35675205e-07
  9.99062912e-07 -7.70637300e-07  8.94965377e-08  1.71523237e-06
  1.06582548e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17151017  0.27609751  0.33996357  0.16092038  0.36899719 -0.28476704
  0.03306769  0.63346743  0.39339444]
L2 term: [ 4.64797215e-07  7.48231729e-07  9.21310484e-07  4.36098585e-07
  9.99992385e-07 -7.71726399e-07  8.96143254e-08  1.71671390e-06
  1.06610959e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17147438  0.27598834  0.34010874  0.16107614  0.36933713 -0.28516593
  0.03311112  0.63400989  0.39349779]
L2 term: [ 4.64700216e-07  7.47935880e-07  9.21703911e-07  4.36520694e-07
  1.00091363e-06 -7.72807397e-07  8.97320452e-08  1.71818398e-06
  1.06638967e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17143849  0.27587929  0.34025241  0.16123142  0.36967406 -0.28556185
  0.03315453  0.63454816  0.39359968]
L2 term: [ 4.64602941e-07  7.47640341e-07  9.22093250e-07  4.36941528e-07
  1.00182672e-06 -7.73880365e-07  8.98496879e-08  1.71964271e-06
  1.06666579e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17140249  0.27577036  0.34039458  0.16138624  0.37000801 -0.28595484
  0.03319791  0.63508228  0.39370012]
L2 term: [ 4.64505402e-07  7.47345137e-07  9.22478548e-07  4.37361084e-07
  1.00273175e-06 -7.74945375e-07  8.99672441e-08  1.72109018e-06
  1.06693800e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17136641  0.27566156  0.34053528  0.16154058  0.37033902 -0.28634492
  0.03324126  0.63561227  0.39379915]
L2 term: [ 4.64407615e-07  7.47050292e-07  9.22859849e-07  4.37779359e-07
  1.00362878e-06 -7.76002499e-07  9.00847050e-08  1.72252647e-06
  1.06720636e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17133024  0.2755529   0.34067453  0.16169445  0.3706671  -0.28673212
  0.03328456  0.63613817  0.39389677]
L2 term: [ 4.64309592e-07  7.46755828e-07  9.23237197e-07  4.38196350e-07
  1.00451789e-06 -7.77051806e-07  9.02020615e-08  1.72395168e-06
  1.06747091e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17129399  0.27544439  0.34081232  0.16184785  0.37099229 -0.28711645
  0.03332782  0.63666001  0.39399301]
L2 term: [ 4.64211348e-07  7.46461769e-07  9.23610636e-07  4.38612055e-07
  1.00539915e-06 -7.78093367e-07  9.03193052e-08  1.72536588e-06
  1.06773172e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17125766  0.27533604  0.3409487   0.16200077  0.37131461 -0.28749796
  0.03337104  0.63717782  0.39408788]
L2 term: [ 4.64112897e-07  7.46168135e-07  9.23980209e-07  4.39026470e-07
  1.00627265e-06 -7.79127250e-07  9.04364274e-08  1.72676916e-06
  1.06798884e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17122126  0.27522786  0.34108366  0.16215321  0.37163409 -0.28787665
  0.03341421  0.63769163  0.39418141]
L2 term: [ 4.64014250e-07  7.45874949e-07  9.24345960e-07  4.39439593e-07
  1.00713845e-06 -7.80153523e-07  9.05534198e-08  1.72816161e-06
  1.06824232e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17118479  0.27511984  0.34121723  0.16230517  0.37195075 -0.28825256
  0.03345733  0.63820148  0.39427362]
L2 term: [ 4.63915422e-07  7.45582232e-07  9.24707930e-07  4.39851423e-07
  1.00799662e-06 -7.81172254e-07  9.06702744e-08  1.72954331e-06
  1.06849221e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17114826  0.27501201  0.34134941  0.16245666  0.37226464 -0.28862571
  0.0335004   0.63870739  0.39436453]
L2 term: [ 4.63816424e-07  7.45290004e-07  9.25066161e-07  4.40261956e-07
  1.00884725e-06 -7.82183509e-07  9.07869832e-08  1.73091434e-06
  1.06873856e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17111167  0.27490437  0.34148024  0.16260767  0.37257576 -0.28899613
  0.03354341  0.6392094   0.39445414]
L2 term: [ 4.63717269e-07  7.44998284e-07  9.25420695e-07  4.40671191e-07
  1.00969040e-06 -7.83187354e-07  9.09035383e-08  1.73227479e-06
  1.06898142e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17107503  0.27479692  0.34160971  0.1627582   0.37288415 -0.28936384
  0.03358635  0.63970753  0.39454249]
L2 term: [ 4.63617970e-07  7.44707093e-07  9.25771573e-07  4.41079127e-07
  1.01052614e-06 -7.84183854e-07  9.10199321e-08  1.73362474e-06
  1.06922084e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17103834  0.27468967  0.34173785  0.16290825  0.37318983 -0.28972886
  0.03362924  0.64020182  0.39462959]
L2 term: [ 4.63518537e-07  7.44416448e-07  9.26118834e-07  4.41485760e-07
  1.01135454e-06 -7.85173074e-07  9.11361571e-08  1.73496427e-06
  1.06945687e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17100161  0.27458263  0.34186467  0.16305781  0.37349282 -0.29009122
  0.03367206  0.64069229  0.39471545]
L2 term: [ 4.63418984e-07  7.44126369e-07  9.26462518e-07  4.41891091e-07
  1.01217567e-06 -7.86155077e-07  9.12522061e-08  1.73629346e-06
  1.06968956e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17096483  0.27447581  0.34199018  0.1632069   0.37379316 -0.29045094
  0.03371482  0.64117897  0.3948001 ]
L2 term: [ 4.63319321e-07  7.43836874e-07  9.26802665e-07  4.42295118e-07
  1.01298960e-06 -7.87129927e-07  9.13680719e-08  1.73761240e-06
  1.06991896e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17092802  0.2743692   0.34211441  0.1633555   0.37409087 -0.29080805
  0.0337575   0.6416619   0.39488354]
L2 term: [ 4.63219559e-07  7.43547979e-07  9.27139314e-07  4.42697839e-07
  1.01379640e-06 -7.88097687e-07  9.14837474e-08  1.73892115e-06
  1.07014510e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17089117  0.27426283  0.34223735  0.16350362  0.37438597 -0.29116256
  0.03380011  0.6421411   0.39496581]
L2 term: [ 4.63119711e-07  7.43259702e-07  9.27472503e-07  4.43099253e-07
  1.01459614e-06 -7.89058417e-07  9.15992259e-08  1.74021980e-06
  1.07036805e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1708543   0.27415669  0.34235904  0.16365126  0.37467849 -0.29151449
  0.03384265  0.64261661  0.39504691]
L2 term: [ 4.63019785e-07  7.42972060e-07  9.27802269e-07  4.43499359e-07
  1.01538887e-06 -7.90012179e-07  9.17145006e-08  1.74150842e-06
  1.07058783e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1708174   0.27405079  0.34247947  0.16379842  0.37496845 -0.29186388
  0.03388511  0.64308844  0.39512686]
L2 term: [ 4.62919794e-07  7.42685068e-07  9.28128652e-07  4.43898157e-07
  1.01617467e-06 -7.90959033e-07  9.18295650e-08  1.74278710e-06
  1.07080451e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17078049  0.27394514  0.34259867  0.16394509  0.37525588 -0.29221075
  0.03392749  0.64355663  0.39520568]
L2 term: [ 4.62819748e-07  7.42398743e-07  9.28451687e-07  4.44295646e-07
  1.01695360e-06 -7.91899040e-07  9.19444126e-08  1.74405591e-06
  1.07101811e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17074355  0.27383973  0.34271665  0.16409128  0.37554079 -0.2925551
  0.03396978  0.64402121  0.39528339]
L2 term: [ 4.62719656e-07  7.42113099e-07  9.28771411e-07  4.44691825e-07
  1.01772573e-06 -7.92832259e-07  9.20590373e-08  1.74531492e-06
  1.07122869e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17070661  0.27373459  0.34283342  0.16423699  0.37582322 -0.29289698
  0.034012    0.6444822   0.39535999]
L2 term: [ 4.62619529e-07  7.41828152e-07  9.29087861e-07  4.45086694e-07
  1.01849112e-06 -7.93758748e-07  9.21734329e-08  1.74656422e-06
  1.07143628e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17066965  0.2736297   0.342949    0.16438221  0.37610319 -0.29323639
  0.03405412  0.64493963  0.39543551]
L2 term: [ 4.62519377e-07  7.41543916e-07  9.29401072e-07  4.45480252e-07
  1.01924983e-06 -7.94678566e-07  9.22875934e-08  1.74780387e-06
  1.07164094e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17063269  0.27352509  0.34306339  0.16452695  0.37638071 -0.29357336
  0.03409616  0.64539353  0.39550995]
L2 term: [ 4.62419209e-07  7.41260405e-07  9.29711080e-07  4.45872500e-07
  1.02000193e-06 -7.95591769e-07  9.24015130e-08  1.74903395e-06
  1.07184269e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17059572  0.27342075  0.34317661  0.16467121  0.37665582 -0.29390792
  0.0341381   0.64584392  0.39558334]
L2 term: [ 4.62319035e-07  7.40977632e-07  9.30017920e-07  4.46263436e-07
  1.02074747e-06 -7.96498415e-07  9.25151860e-08  1.75025454e-06
  1.07204159e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17055876  0.27331668  0.34328868  0.16481498  0.37692853 -0.29424007
  0.03417996  0.64629084  0.3956557 ]
L2 term: [ 4.62218864e-07  7.40695612e-07  9.30321625e-07  4.46653062e-07
  1.02148653e-06 -7.97398560e-07  9.26286069e-08  1.75146570e-06
  1.07223766e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1705218   0.2732129   0.3433996   0.16495827  0.37719887 -0.29456984
  0.03422171  0.64673431  0.39572702]
L2 term: [ 4.62118705e-07  7.40414356e-07  9.30622231e-07  4.47041377e-07
  1.02221915e-06 -7.98292260e-07  9.27417701e-08  1.75266751e-06
  1.07243096e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17048485  0.2731094   0.3435094   0.16510107  0.37746685 -0.29489726
  0.03426337  0.64717435  0.39579734]
L2 term: [ 4.62018567e-07  7.40133878e-07  9.30919770e-07  4.47428381e-07
  1.02294540e-06 -7.99179569e-07  9.28546703e-08  1.75386004e-06
  1.07262152e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17044791  0.2730062   0.34361807  0.16524339  0.37773251 -0.29522234
  0.03430493  0.647611    0.39586666]
L2 term: [ 4.61918459e-07  7.39854190e-07  9.31214277e-07  4.47814075e-07
  1.02366535e-06 -8.00060543e-07  9.29673025e-08  1.75504336e-06
  1.07280937e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17041099  0.27290329  0.34372563  0.16538523  0.37799586 -0.2955451
  0.0343464   0.64804427  0.395935  ]
L2 term: [ 4.61818389e-07  7.39575303e-07  9.31505784e-07  4.48198460e-07
  1.02437904e-06 -8.00935235e-07  9.30796615e-08  1.75621754e-06
  1.07299457e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17037408  0.27280068  0.34383211  0.16552659  0.37825693 -0.29586556
  0.03438775  0.6484742   0.39600236]
L2 term: [ 4.61718366e-07  7.39297229e-07  9.31794324e-07  4.48581535e-07
  1.02508653e-06 -8.01803698e-07  9.31917424e-08  1.75738266e-06
  1.07317713e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17033719  0.27269837  0.34393749  0.16566746  0.37851573 -0.29618375
  0.03442901  0.64890081  0.39606877]
L2 term: [ 4.61618397e-07  7.39019979e-07  9.32079929e-07  4.48963301e-07
  1.02578789e-06 -8.02665986e-07  9.33035404e-08  1.75853877e-06
  1.07335711e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17030032  0.27259638  0.34404181  0.16580785  0.37877229 -0.29649967
  0.03447015  0.64932412  0.39613425]
L2 term: [ 4.61518491e-07  7.38743565e-07  9.32362631e-07  4.49343759e-07
  1.02648317e-06 -8.03522151e-07  9.34150507e-08  1.75968596e-06
  1.07353454e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17026348  0.27249469  0.34414507  0.16594775  0.37902663 -0.29681336
  0.03451119  0.64974416  0.39619879]
L2 term: [ 4.61418656e-07  7.38467996e-07  9.32642461e-07  4.49722910e-07
  1.02717243e-06 -8.04372245e-07  9.35262689e-08  1.76082428e-06
  1.07370945e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17022667  0.27239332  0.34424728  0.16608718  0.37927876 -0.29712482
  0.03455212  0.65016096  0.39626241]
L2 term: [ 4.61318900e-07  7.38193282e-07  9.32919450e-07  4.50100754e-07
  1.02785572e-06 -8.05216318e-07  9.36371904e-08  1.76195381e-06
  1.07388188e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1701899   0.27229227  0.34434845  0.16622612  0.37952871 -0.29743408
  0.03459294  0.65057453  0.39632514]
L2 term: [ 4.61219229e-07  7.37919434e-07  9.33193629e-07  4.50477293e-07
  1.02853310e-06 -8.06054423e-07  9.37478109e-08  1.76307461e-06
  1.07405186e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17015315  0.27219154  0.3444486   0.16636458  0.3797765  -0.29774116
  0.03463365  0.65098491  0.39638697]
L2 term: [ 4.61119652e-07  7.37646462e-07  9.33465028e-07  4.50852528e-07
  1.02920462e-06 -8.06886609e-07  9.38581262e-08  1.76418676e-06
  1.07421943e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17011644  0.27209114  0.34454773  0.16650256  0.38002215 -0.29804607
  0.03467424  0.65139212  0.39644793]
L2 term: [ 4.61020175e-07  7.37374373e-07  9.33733678e-07  4.51226459e-07
  1.02987034e-06 -8.07712926e-07  9.39681321e-08  1.76529030e-06
  1.07438463e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17007978  0.27199107  0.34464586  0.16664006  0.38026568 -0.29834883
  0.03471472  0.65179618  0.39650802]
L2 term: [ 4.60920807e-07  7.37103178e-07  9.33999608e-07  4.51599089e-07
  1.03053031e-06 -8.08533423e-07  9.40778246e-08  1.76638532e-06
  1.07454748e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17004315  0.27189133  0.34474299  0.16677708  0.38050711 -0.29864947
  0.03475508  0.65219712  0.39656726]
L2 term: [ 4.60821552e-07  7.36832885e-07  9.34262846e-07  4.51970417e-07
  1.03118458e-06 -8.09348149e-07  9.41871998e-08  1.76747188e-06
  1.07470801e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.17000657  0.27179193  0.34483914  0.16691362  0.38074646 -0.29894799
  0.03479532  0.65259496  0.39662565]
L2 term: [ 4.60722419e-07  7.36563503e-07  9.34523423e-07  4.52340447e-07
  1.03183321e-06 -8.10157152e-07  9.42962540e-08  1.76855003e-06
  1.07486627e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16997004  0.27169287  0.34493432  0.16704969  0.38098374 -0.29924442
  0.03483544  0.65298973  0.39668322]
L2 term: [ 4.60623415e-07  7.36295039e-07  9.34781367e-07  4.52709178e-07
  1.03247625e-06 -8.10960481e-07  9.44049833e-08  1.76961985e-06
  1.07502229e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16993356  0.27159415  0.34502854  0.16718527  0.38121897 -0.29953877
  0.03487544  0.65338144  0.39673997]
L2 term: [ 4.60524544e-07  7.36027501e-07  9.35036706e-07  4.53076613e-07
  1.03311375e-06 -8.11758182e-07  9.45133843e-08  1.77068140e-06
  1.07517608e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16989713  0.27149577  0.34512181  0.16732038  0.38145219 -0.29983106
  0.03491532  0.65377012  0.39679592]
L2 term: [ 4.60425815e-07  7.35760897e-07  9.35289468e-07  4.53442754e-07
  1.03374577e-06 -8.12550303e-07  9.46214533e-08  1.77173474e-06
  1.07532769e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16986075  0.27139774  0.34521414  0.167455    0.38168339 -0.30012131
  0.03495507  0.65415579  0.39685107]
L2 term: [ 4.60327233e-07  7.35495234e-07  9.35539681e-07  4.53807601e-07
  1.03437234e-06 -8.13336889e-07  9.47291870e-08  1.77277993e-06
  1.07547715e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16982443  0.27130006  0.34530554  0.16758916  0.38191261 -0.30040954
  0.0349947   0.65453849  0.39690544]
L2 term: [ 4.60228804e-07  7.35230519e-07  9.35787371e-07  4.54171157e-07
  1.03499353e-06 -8.14117988e-07  9.48365822e-08  1.77381704e-06
  1.07562449e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16978817  0.27120273  0.34539602  0.16772283  0.38213986 -0.30069575
  0.0350342   0.65491822  0.39695903]
L2 term: [ 4.60130534e-07  7.34966760e-07  9.36032567e-07  4.54533423e-07
  1.03560938e-06 -8.14893644e-07  9.49436354e-08  1.77484612e-06
  1.07576973e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16975197  0.27110576  0.34548558  0.16785603  0.38236516 -0.30097998
  0.03507358  0.65529501  0.39701186]
L2 term: [ 4.60032429e-07  7.34703962e-07  9.36275294e-07  4.54894401e-07
  1.03621994e-06 -8.15663902e-07  9.50503438e-08  1.77586724e-06
  1.07591291e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16971583  0.27100915  0.34557425  0.16798876  0.38258852 -0.30126223
  0.03511282  0.65566889  0.39706394]
L2 term: [ 4.59934495e-07  7.34442131e-07  9.36515580e-07  4.55254093e-07
  1.03682526e-06 -8.16428807e-07  9.51567042e-08  1.77688046e-06
  1.07605405e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16967976  0.27091289  0.34566202  0.16812101  0.38280997 -0.30154252
  0.03515194  0.65603987  0.39711529]
L2 term: [ 4.59836737e-07  7.34181275e-07  9.36753449e-07  4.55612502e-07
  1.03742539e-06 -8.17188404e-07  9.52627136e-08  1.77788584e-06
  1.07619319e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16964375  0.270817    0.34574891  0.16825279  0.38302952 -0.30182087
  0.03519093  0.65640799  0.3971659 ]
L2 term: [ 4.59739161e-07  7.33921398e-07  9.36988929e-07  4.55969629e-07
  1.03802038e-06 -8.17942736e-07  9.53683694e-08  1.77888343e-06
  1.07633034e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16960781  0.27072147  0.34583493  0.1683841   0.38324719 -0.30209729
  0.03522978  0.65677325  0.39721579]
L2 term: [ 4.59641772e-07  7.33662507e-07  9.37222044e-07  4.56325476e-07
  1.03861026e-06 -8.18691846e-07  9.54736686e-08  1.77987330e-06
  1.07646555e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16957195  0.2706263   0.34592009  0.16851494  0.38346299 -0.3023718
  0.03526851  0.65713568  0.39726497]
L2 term: [ 4.59544575e-07  7.33404607e-07  9.37452819e-07  4.56680045e-07
  1.03919510e-06 -8.19435777e-07  9.55786086e-08  1.78085551e-06
  1.07659884e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16953616  0.2705315   0.34600439  0.1686453   0.38367695 -0.30264442
  0.0353071   0.65749531  0.39731345]
L2 term: [ 4.59447576e-07  7.33147702e-07  9.37681280e-07  4.57033339e-07
  1.03977493e-06 -8.20174573e-07  9.56831868e-08  1.78183011e-06
  1.07673022e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16950044  0.27043707  0.34608785  0.1687752   0.38388908 -0.30291515
  0.03534555  0.65785215  0.39736125]
L2 term: [ 4.59350779e-07  7.32891798e-07  9.37907452e-07  4.57385360e-07
  1.04034981e-06 -8.20908274e-07  9.57874008e-08  1.78279715e-06
  1.07685974e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1694648   0.27034302  0.34617047  0.16890462  0.38409939 -0.30318402
  0.03538387  0.65820623  0.39740836]
L2 term: [ 4.59254188e-07  7.32636899e-07  9.38131357e-07  4.57736111e-07
  1.04091977e-06 -8.21636923e-07  9.58912480e-08  1.78375671e-06
  1.07698742e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16942923  0.27024933  0.34625226  0.16903358  0.38430791 -0.30345105
  0.03542205  0.65855756  0.3974548 ]
L2 term: [ 4.59157810e-07  7.32383011e-07  9.38353021e-07  4.58085593e-07
  1.04148486e-06 -8.22360562e-07  9.59947262e-08  1.78470883e-06
  1.07711328e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16939375  0.27015602  0.34633324  0.16916208  0.38451465 -0.30371624
  0.0354601   0.65890617  0.39750058]
L2 term: [ 4.59061648e-07  7.32130137e-07  9.38572468e-07  4.58433808e-07
  1.04204513e-06 -8.23079230e-07  9.60978331e-08  1.78565358e-06
  1.07723734e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16935835  0.27006309  0.34641341  0.1692901   0.38471963 -0.30397961
  0.03549801  0.65925208  0.39754571]
L2 term: [ 4.58965707e-07  7.31878282e-07  9.38789720e-07  4.58780761e-07
  1.04260062e-06 -8.23792968e-07  9.62005665e-08  1.78659100e-06
  1.07735964e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16932303  0.26997053  0.34649277  0.16941766  0.38492285 -0.30424117
  0.03553578  0.6595953   0.39759019]
L2 term: [ 4.58869992e-07  7.31627448e-07  9.39004802e-07  4.59126452e-07
  1.04315137e-06 -8.24501817e-07  9.63029243e-08  1.78752115e-06
  1.07748020e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16928779  0.26987835  0.34657134  0.16954476  0.38512435 -0.30450095
  0.03557341  0.65993587  0.39763404]
L2 term: [ 4.58774506e-07  7.31377641e-07  9.39217735e-07  4.59470885e-07
  1.04369743e-06 -8.25205817e-07  9.64049044e-08  1.78844409e-06
  1.07759904e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16925264  0.26978655  0.34664913  0.16967139  0.38532413 -0.30475895
  0.0356109   0.66027379  0.39767727]
L2 term: [ 4.58679254e-07  7.31128864e-07  9.39428544e-07  4.59814062e-07
  1.04423884e-06 -8.25905006e-07  9.65065050e-08  1.78935986e-06
  1.07771618e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16921758  0.26969513  0.34672614  0.16979756  0.38552221 -0.30501519
  0.03564825  0.66060909  0.39771988]
L2 term: [ 4.58584240e-07  7.30881120e-07  9.39637249e-07  4.60155986e-07
  1.04477564e-06 -8.26599424e-07  9.66077240e-08  1.79026854e-06
  1.07783166e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16918261  0.2696041   0.34680239  0.16992327  0.38571861 -0.30526968
  0.03568546  0.66094179  0.39776189]
L2 term: [ 4.58489468e-07  7.30634412e-07  9.39843874e-07  4.60496660e-07
  1.04530787e-06 -8.27289109e-07  9.67085597e-08  1.79117017e-06
  1.07794549e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16914773  0.26951345  0.34687787  0.17004852  0.38591333 -0.30552244
  0.03572252  0.66127191  0.39780329]
L2 term: [ 4.58394942e-07  7.30388743e-07  9.40048440e-07  4.60836085e-07
  1.04583558e-06 -8.27974100e-07  9.68090104e-08  1.79206479e-06
  1.07805770e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16911295  0.26942318  0.34695261  0.1701733   0.3861064  -0.30577349
  0.03575945  0.66159946  0.3978441 ]
L2 term: [ 4.58300665e-07  7.30144117e-07  9.40250969e-07  4.61174266e-07
  1.04635881e-06 -8.28654434e-07  9.69090743e-08  1.79295248e-06
  1.07816830e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16907825  0.2693333   0.3470266   0.17029763  0.38629783 -0.30602282
  0.03579623  0.66192448  0.39788434]
L2 term: [ 4.58206641e-07  7.29900535e-07  9.40451483e-07  4.61511205e-07
  1.04687760e-06 -8.29330149e-07  9.70087498e-08  1.79383327e-06
  1.07827733e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16904365  0.2692438   0.34709985  0.17042151  0.38648764 -0.30627047
  0.03583287  0.66224696  0.39792399]
L2 term: [ 4.58112875e-07  7.29658000e-07  9.40650002e-07  4.61846904e-07
  1.04739198e-06 -8.30001282e-07  9.71080355e-08  1.79470722e-06
  1.07838481e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16900915  0.26915469  0.34717238  0.17054492  0.38667584 -0.30651644
  0.03586936  0.66256695  0.39796309]
L2 term: [ 4.58019369e-07  7.29416515e-07  9.40846548e-07  4.62181367e-07
  1.04790200e-06 -8.30667871e-07  9.72069297e-08  1.79557438e-06
  1.07849075e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16897474  0.26906597  0.34724418  0.17066789  0.38686244 -0.30676075
  0.0359057   0.66288444  0.39800162]
L2 term: [ 4.57926127e-07  7.29176082e-07  9.41041141e-07  4.62514596e-07
  1.04840769e-06 -8.31329951e-07  9.73054312e-08  1.79643480e-06
  1.07859517e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16894043  0.26897764  0.34731527  0.17079039  0.38704746 -0.30700341
  0.03594191  0.66319947  0.3980396 ]
L2 term: [ 4.57833152e-07  7.28936703e-07  9.41233803e-07  4.62846595e-07
  1.04890910e-06 -8.31987559e-07  9.74035386e-08  1.79728854e-06
  1.07869811e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16890622  0.2688897   0.34738566  0.17091245  0.38723091 -0.30724443
  0.03597796  0.66351205  0.39807704]
L2 term: [ 4.57740447e-07  7.28698379e-07  9.41424552e-07  4.63177366e-07
  1.04940627e-06 -8.32640730e-07  9.75012505e-08  1.79813564e-06
  1.07879957e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16887212  0.26880215  0.34745535  0.17103405  0.38741282 -0.30748383
  0.03601387  0.6638222   0.39811395]
L2 term: [ 4.57648016e-07  7.28461113e-07  9.41613409e-07  4.63506913e-07
  1.04989923e-06 -8.33289500e-07  9.75985657e-08  1.79897616e-06
  1.07889959e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16883811  0.26871499  0.34752435  0.1711552   0.38759318 -0.30772161
  0.03604963  0.66412994  0.39815033]
L2 term: [ 4.57555861e-07  7.28224906e-07  9.41800395e-07  4.63835238e-07
  1.05038802e-06 -8.33933905e-07  9.76954831e-08  1.79981013e-06
  1.07899818e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16880421  0.26862822  0.34759266  0.17127591  0.38777202 -0.3079578
  0.03608525  0.66443528  0.39818619]
L2 term: [ 4.57463986e-07  7.27989760e-07  9.41985528e-07  4.64162345e-07
  1.05087268e-06 -8.34573978e-07  9.77920015e-08  1.80063763e-06
  1.07909536e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16877041  0.26854184  0.3476603   0.17139616  0.38794935 -0.3081924
  0.03612072  0.66473825  0.39822153]
L2 term: [ 4.57372393e-07  7.27755675e-07  9.42168828e-07  4.64488237e-07
  1.05135325e-06 -8.35209755e-07  9.78881200e-08  1.80145868e-06
  1.07919114e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16873672  0.26845586  0.34772727  0.17151597  0.38812518 -0.30842543
  0.03615604  0.66503886  0.39825637]
L2 term: [ 4.57281086e-07  7.27522653e-07  9.42350314e-07  4.64812916e-07
  1.05182976e-06 -8.35841270e-07  9.79838374e-08  1.80227334e-06
  1.07928556e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16870313  0.26837027  0.34779357  0.17163533  0.38829953 -0.3086569
  0.03619121  0.66533713  0.39829072]
L2 term: [ 4.57190066e-07  7.27290695e-07  9.42530005e-07  4.65136387e-07
  1.05230225e-06 -8.36468556e-07  9.80791530e-08  1.80308166e-06
  1.07937863e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16866966  0.26828507  0.34785922  0.17175424  0.38847241 -0.30888682
  0.03622623  0.66563308  0.39832457]
L2 term: [ 4.57099338e-07  7.27059802e-07  9.42707920e-07  4.65458652e-07
  1.05277075e-06 -8.37091648e-07  9.81740657e-08  1.80388369e-06
  1.07947037e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16863628  0.26820026  0.34792422  0.17187271  0.38864383 -0.3091152
  0.0362611   0.66592672  0.39835793]
L2 term: [ 4.57008902e-07  7.26829975e-07  9.42884077e-07  4.65779714e-07
  1.05323531e-06 -8.37710578e-07  9.82685747e-08  1.80467947e-06
  1.07956079e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16860302  0.26811585  0.34798858  0.17199074  0.38881381 -0.30934206
  0.03629583  0.66621808  0.39839082]
L2 term: [ 4.56918762e-07  7.26601215e-07  9.43058495e-07  4.66099577e-07
  1.05369595e-06 -8.38325379e-07  9.83626793e-08  1.80546905e-06
  1.07964992e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16856987  0.26803183  0.34805231  0.17210833  0.38898235 -0.30956742
  0.0363304   0.66650716  0.39842324]
L2 term: [ 4.56828920e-07  7.26373521e-07  9.43231191e-07  4.66418244e-07
  1.05415272e-06 -8.38936084e-07  9.84563787e-08  1.80625247e-06
  1.07973777e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16853683  0.2679482   0.34811541  0.17222548  0.38914948 -0.30979127
  0.03636483  0.66679399  0.39845519]
L2 term: [ 4.56739379e-07  7.26146894e-07  9.43402183e-07  4.66735719e-07
  1.05460564e-06 -8.39542726e-07  9.85496723e-08  1.80702979e-06
  1.07982437e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1685039   0.26786497  0.34817788  0.17234219  0.3893152  -0.31001363
  0.0363991   0.66707859  0.39848669]
L2 term: [ 4.56650141e-07  7.25921335e-07  9.43571490e-07  4.67052004e-07
  1.05505476e-06 -8.40145336e-07  9.86425595e-08  1.80780105e-06
  1.07990972e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16847109  0.26778214  0.34823974  0.17245846  0.38947954 -0.31023452
  0.03643323  0.66736096  0.39851773]
L2 term: [ 4.56561207e-07  7.25696844e-07  9.43739129e-07  4.67367103e-07
  1.05550010e-06 -8.40743946e-07  9.87350395e-08  1.80856630e-06
  1.07999385e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16843838  0.26769969  0.34830099  0.1725743   0.38964249 -0.31045394
  0.0364672   0.66764114  0.39854833]
L2 term: [ 4.56472581e-07  7.25473420e-07  9.43905116e-07  4.67681020e-07
  1.05594170e-06 -8.41338588e-07  9.88271120e-08  1.80932557e-06
  1.08007678e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16840579  0.26761764  0.34836163  0.1726897   0.38980407 -0.31067191
  0.03650103  0.66791912  0.39857849]
L2 term: [ 4.56384264e-07  7.25251064e-07  9.44069470e-07  4.67993757e-07
  1.05637959e-06 -8.41929293e-07  9.89187765e-08  1.81007892e-06
  1.08015851e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16837332  0.26753599  0.34842168  0.17280466  0.38996429 -0.31088844
  0.0365347   0.66819494  0.39860822]
L2 term: [ 4.56296258e-07  7.25029776e-07  9.44232206e-07  4.68305318e-07
  1.05681381e-06 -8.42516091e-07  9.90100324e-08  1.81082638e-06
  1.08023907e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16834096  0.26745473  0.34848114  0.1729192   0.39012318 -0.31110354
  0.03656822  0.6684686   0.39863752]
L2 term: [ 4.56208565e-07  7.24809556e-07  9.44393343e-07  4.68615708e-07
  1.05724438e-06 -8.43099014e-07  9.91008794e-08  1.81156802e-06
  1.08031848e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16830872  0.26737386  0.34854002  0.1730333   0.39028073 -0.31131722
  0.0366016   0.66874012  0.3986664 ]
L2 term: [ 4.56121187e-07  7.24590402e-07  9.44552895e-07  4.68924928e-07
  1.05767135e-06 -8.43678091e-07  9.91913172e-08  1.81230385e-06
  1.08039675e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16827659  0.26729338  0.34859831  0.17314697  0.39043696 -0.31152949
  0.03663482  0.66900952  0.39869487]
L2 term: [ 4.56034126e-07  7.24372315e-07  9.44710880e-07  4.69232982e-07
  1.05809475e-06 -8.44253353e-07  9.92813455e-08  1.81303394e-06
  1.08047389e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16824458  0.2672133   0.34865604  0.17326021  0.39059189 -0.31174036
  0.03666789  0.66927682  0.39872292]
L2 term: [ 4.55947384e-07  7.24155294e-07  9.44867314e-07  4.69539875e-07
  1.05851460e-06 -8.44824830e-07  9.93709639e-08  1.81375832e-06
  1.08054993e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16821269  0.26713362  0.3487132   0.17337303  0.39074551 -0.31194985
  0.0367008   0.66954203  0.39875058]
L2 term: [ 4.55860961e-07  7.23939338e-07  9.45022213e-07  4.69845609e-07
  1.05893093e-06 -8.45392551e-07  9.94601723e-08  1.81447704e-06
  1.08062487e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16818092  0.26705432  0.34876979  0.17348542  0.39089786 -0.31215797
  0.03673357  0.66980516  0.39877783]
L2 term: [ 4.55774861e-07  7.23724447e-07  9.45175592e-07  4.70150189e-07
  1.05934379e-06 -8.45956545e-07  9.95489706e-08  1.81519014e-06
  1.08069874e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16814927  0.26697542  0.34882584  0.17359738  0.39104893 -0.31236471
  0.03676619  0.67006624  0.3988047 ]
L2 term: [ 4.55689084e-07  7.23510620e-07  9.45327468e-07  4.70453616e-07
  1.05975319e-06 -8.46516841e-07  9.96373584e-08  1.81589766e-06
  1.08077154e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16811774  0.26689691  0.34888133  0.17370893  0.39119874 -0.31257011
  0.03679865  0.67032527  0.39883118]
L2 term: [ 4.55603631e-07  7.23297855e-07  9.45477855e-07  4.70755896e-07
  1.06015918e-06 -8.47073469e-07  9.97253359e-08  1.81659964e-06
  1.08084330e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16808633  0.26681879  0.34893628  0.17382004  0.3913473  -0.31277416
  0.03683096  0.67058227  0.39885727]
L2 term: [ 4.55518505e-07  7.23086153e-07  9.45626770e-07  4.71057032e-07
  1.06056178e-06 -8.47626456e-07  9.98129028e-08  1.81729613e-06
  1.08091402e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16805504  0.26674106  0.34899069  0.17393074  0.39149461 -0.31297688
  0.03686312  0.67083726  0.398883  ]
L2 term: [ 4.55433707e-07  7.22875511e-07  9.45774226e-07  4.71357027e-07
  1.06096101e-06 -8.48175831e-07  9.99000592e-08  1.81798716e-06
  1.08098373e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16802387  0.26666373  0.34904457  0.17404102  0.3916407  -0.31317828
  0.03689513  0.67109026  0.39890835]
L2 term: [ 4.55349238e-07  7.22665928e-07  9.45920239e-07  4.71655884e-07
  1.06135692e-06 -8.48721622e-07  9.99868052e-08  1.81867278e-06
  1.08105244e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16799282  0.26658678  0.34909792  0.17415088  0.39178558 -0.31337836
  0.03692699  0.67134127  0.39893334]
L2 term: [ 4.55265099e-07  7.22457404e-07  9.46064825e-07  4.71953608e-07
  1.06174953e-06 -8.49263856e-07  1.00073141e-07  1.81935303e-06
  1.08112015e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1679619   0.26651023  0.34915075  0.17426032  0.39192924 -0.31357715
  0.0369587   0.67159031  0.39895796]
L2 term: [ 4.55181291e-07  7.22249937e-07  9.46207996e-07  4.72250202e-07
  1.06213887e-06 -8.49802561e-07  1.00159066e-07  1.82002794e-06
  1.08118689e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16793109  0.26643406  0.34920306  0.17436935  0.39207171 -0.31377464
  0.03699025  0.6718374   0.39898223]
L2 term: [ 4.55097817e-07  7.22043526e-07  9.46349769e-07  4.72545670e-07
  1.06252497e-06 -8.50337765e-07  1.00244581e-07  1.82069757e-06
  1.08125267e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16790042  0.26635828  0.34925487  0.17447797  0.392213   -0.31397084
  0.03702165  0.67208256  0.39900616]
L2 term: [ 4.55014676e-07  7.21838168e-07  9.46490157e-07  4.72840015e-07
  1.06290785e-06 -8.50869494e-07  1.00329685e-07  1.82136194e-06
  1.08131750e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16786986  0.2662829   0.34930617  0.17458617  0.39235311 -0.31416578
  0.03705291  0.67232578  0.39902973]
L2 term: [ 4.54931869e-07  7.21633863e-07  9.46629175e-07  4.73133241e-07
  1.06328755e-06 -8.51397775e-07  1.00414380e-07  1.82202110e-06
  1.08138140e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16783943  0.26620789  0.34935696  0.17469395  0.39249205 -0.31435945
  0.03708401  0.6725671   0.39905297]
L2 term: [ 4.54849399e-07  7.21430609e-07  9.46766836e-07  4.73425352e-07
  1.06366410e-06 -8.51922634e-07  1.00498666e-07  1.82267508e-06
  1.08144437e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16780912  0.26613328  0.34940726  0.17480133  0.39262984 -0.31455187
  0.03711496  0.67280653  0.39907587]
L2 term: [ 4.54767266e-07  7.21228404e-07  9.46903154e-07  4.73716351e-07
  1.06403752e-06 -8.52444098e-07  1.00582542e-07  1.82332393e-06
  1.08150644e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16777894  0.26605905  0.34945707  0.1749083   0.39276649 -0.31474305
  0.03714576  0.67304407  0.39909845]
L2 term: [ 4.54685470e-07  7.21027246e-07  9.47038143e-07  4.74006242e-07
  1.06440783e-06 -8.52962193e-07  1.00666008e-07  1.82396768e-06
  1.08156761e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16774888  0.26598521  0.3495064   0.17501487  0.392902   -0.31493299
  0.03717641  0.67327975  0.39912069]
L2 term: [ 4.54604013e-07  7.20827134e-07  9.47171817e-07  4.74295028e-07
  1.06477508e-06 -8.53476945e-07  1.00749066e-07  1.82460637e-06
  1.08162789e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16771895  0.26591176  0.34955525  0.17512102  0.39303639 -0.31512171
  0.0372069   0.67351358  0.39914262]
L2 term: [ 4.54522896e-07  7.20628065e-07  9.47304188e-07  4.74582714e-07
  1.06513928e-06 -8.53988379e-07  1.00831716e-07  1.82524004e-06
  1.08168731e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16768914  0.26583868  0.34960361  0.17522677  0.39316967 -0.31530922
  0.03723725  0.67374556  0.39916422]
L2 term: [ 4.54442118e-07  7.20430038e-07  9.47435271e-07  4.74869303e-07
  1.06550046e-06 -8.54496521e-07  1.00913957e-07  1.82586873e-06
  1.08174587e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16765946  0.265766    0.34965151  0.17533212  0.39330184 -0.31549552
  0.03726745  0.67397572  0.39918552]
L2 term: [ 4.54361682e-07  7.20233051e-07  9.47565078e-07  4.75154798e-07
  1.06585864e-06 -8.55001396e-07  1.00995791e-07  1.82649248e-06
  1.08180358e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16762991  0.26569369  0.34969895  0.17543707  0.39343292 -0.31568062
  0.03729749  0.67420407  0.39920651]
L2 term: [ 4.54281587e-07  7.20037101e-07  9.47693622e-07  4.75439204e-07
  1.06621387e-06 -8.55503028e-07  1.01077218e-07  1.82711131e-06
  1.08186046e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16760048  0.26562177  0.34974592  0.17554161  0.39356291 -0.31586453
  0.03732739  0.67443063  0.39922719]
L2 term: [ 4.54201834e-07  7.19842186e-07  9.47820916e-07  4.75722524e-07
  1.06656615e-06 -8.56001443e-07  1.01158238e-07  1.82772527e-06
  1.08191651e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16757117  0.26555022  0.34979243  0.17564576  0.39369183 -0.31604727
  0.03735714  0.67465539  0.39924758]
L2 term: [ 4.54122424e-07  7.19648304e-07  9.47946973e-07  4.76004761e-07
  1.06691551e-06 -8.56496665e-07  1.01238852e-07  1.82833440e-06
  1.08197176e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.167542    0.26547906  0.3498385   0.1757495   0.39381968 -0.31622884
  0.03738673  0.67487839  0.39926767]
L2 term: [ 4.54043358e-07  7.19455453e-07  9.48071805e-07  4.76285921e-07
  1.06726199e-06 -8.56988719e-07  1.01319060e-07  1.82893873e-06
  1.08202620e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16751295  0.26540828  0.34988411  0.17585286  0.39394647 -0.31640924
  0.03741618  0.67509963  0.39928747]
L2 term: [ 4.53964636e-07  7.19263631e-07  9.48195424e-07  4.76566005e-07
  1.06760561e-06 -8.57477627e-07  1.01398863e-07  1.82953829e-06
  1.08207986e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16748403  0.26533788  0.34992928  0.17595581  0.39407222 -0.3165885
  0.03744548  0.67531913  0.39930698]
L2 term: [ 4.53886258e-07  7.19072834e-07  9.48317844e-07  4.76845019e-07
  1.06794639e-06 -8.57963415e-07  1.01478261e-07  1.83013313e-06
  1.08213274e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16745523  0.26526785  0.34997402  0.17605837  0.39419693 -0.31676661
  0.03747463  0.67553689  0.39932621]
L2 term: [ 4.53808224e-07  7.18883062e-07  9.48439075e-07  4.77122965e-07
  1.06828436e-06 -8.58446106e-07  1.01557255e-07  1.83072328e-06
  1.08218485e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16742657  0.2651982   0.35001832  0.17616054  0.39432061 -0.31694359
  0.03750363  0.67575293  0.39934516]
L2 term: [ 4.53730537e-07  7.18694310e-07  9.48559131e-07  4.77399848e-07
  1.06861954e-06 -8.58925723e-07  1.01635846e-07  1.83130876e-06
  1.08223621e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16739803  0.26512893  0.35006219  0.17626232  0.39444327 -0.31711944
  0.03753248  0.67596727  0.39936384]
L2 term: [ 4.53653194e-07  7.18506577e-07  9.48678022e-07  4.77675671e-07
  1.06895195e-06 -8.59402290e-07  1.01714034e-07  1.83188963e-06
  1.08228682e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16736962  0.26506003  0.35010564  0.17636371  0.39456492 -0.31729418
  0.03756118  0.67617992  0.39938224]
L2 term: [ 4.53576198e-07  7.18319860e-07  9.48795762e-07  4.77950438e-07
  1.06928163e-06 -8.59875829e-07  1.01791821e-07  1.83246591e-06
  1.08233670e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16734133  0.2649915   0.35014866  0.17646471  0.39468557 -0.31746781
  0.03758974  0.67639089  0.39940038]
L2 term: [ 4.53499548e-07  7.18134157e-07  9.48912360e-07  4.78224153e-07
  1.06960859e-06 -8.60346364e-07  1.01869206e-07  1.83303763e-06
  1.08238585e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16731318  0.26492335  0.35019127  0.17656533  0.39480522 -0.31764034
  0.03761814  0.67660019  0.39941826]
L2 term: [ 4.53423244e-07  7.17949464e-07  9.49027829e-07  4.78496819e-07
  1.06993286e-06 -8.60813917e-07  1.01946190e-07  1.83360484e-06
  1.08243430e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16728515  0.26485557  0.35023346  0.17666555  0.39492389 -0.31781177
  0.0376464   0.67680783  0.39943587]
L2 term: [ 4.53347287e-07  7.17765779e-07  9.49142180e-07  4.78768441e-07
  1.07025446e-06 -8.61278510e-07  1.02022774e-07  1.83416756e-06
  1.08248203e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16725725  0.26478816  0.35027525  0.1767654   0.39504159 -0.31798212
  0.03767452  0.67701383  0.39945323]
L2 term: [ 4.53271676e-07  7.17583100e-07  9.49255425e-07  4.79039021e-07
  1.07057341e-06 -8.61740167e-07  1.02098959e-07  1.83472583e-06
  1.08252908e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16722948  0.26472113  0.35031663  0.17686486  0.39515832 -0.3181514
  0.03770248  0.6772182   0.39947034]
L2 term: [ 4.53196413e-07  7.17401423e-07  9.49367574e-07  4.79308565e-07
  1.07088975e-06 -8.62198908e-07  1.02174746e-07  1.83527968e-06
  1.08257544e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16720183  0.26465446  0.35035762  0.17696394  0.39527409 -0.31831961
  0.0377303   0.67742096  0.3994872 ]
L2 term: [ 4.53121497e-07  7.17220746e-07  9.49478638e-07  4.79577074e-07
  1.07120348e-06 -8.62654756e-07  1.02250136e-07  1.83582915e-06
  1.08262113e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16717432  0.26458815  0.3503982   0.17706264  0.3953889  -0.31848675
  0.03775797  0.6776221   0.39950381]
L2 term: [ 4.53046928e-07  7.17041065e-07  9.49588629e-07  4.79844554e-07
  1.07151464e-06 -8.63107733e-07  1.02325128e-07  1.83637426e-06
  1.08266615e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16714693  0.26452222  0.3504384   0.17716096  0.39550278 -0.31865285
  0.0377855   0.67782165  0.39952018]
L2 term: [ 4.52972706e-07  7.16862378e-07  9.49697557e-07  4.80111008e-07
  1.07182325e-06 -8.63557860e-07  1.02399725e-07  1.83691505e-06
  1.08271052e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16711967  0.26445665  0.3504782   0.17725891  0.39561572 -0.3188179
  0.03781288  0.67801963  0.39953632]
L2 term: [ 4.52898831e-07  7.16684682e-07  9.49805433e-07  4.80376440e-07
  1.07212933e-06 -8.64005158e-07  1.02473927e-07  1.83745156e-06
  1.08275424e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16709254  0.26439144  0.35051763  0.17735647  0.39572774 -0.31898192
  0.03784011  0.67821603  0.39955221]
L2 term: [ 4.52825304e-07  7.16507974e-07  9.49912267e-07  4.80640853e-07
  1.07243289e-06 -8.64449649e-07  1.02547735e-07  1.83798381e-06
  1.08279733e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16706553  0.2643266   0.35055667  0.17745367  0.39583884 -0.31914491
  0.0378672   0.67841087  0.39956788]
L2 term: [ 4.52752123e-07  7.16332251e-07  9.50018069e-07  4.80904252e-07
  1.07273397e-06 -8.64891353e-07  1.02621149e-07  1.83851184e-06
  1.08283979e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16703866  0.26426212  0.35059533  0.17755049  0.39594902 -0.31930688
  0.03789415  0.67860416  0.39958332]
L2 term: [ 4.52679290e-07  7.16157509e-07  9.50122851e-07  4.81166639e-07
  1.07303258e-06 -8.65330292e-07  1.02694171e-07  1.83903567e-06
  1.08288163e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16701191  0.264198    0.35063362  0.17764694  0.39605831 -0.31946783
  0.03792095  0.67879592  0.39959853]
L2 term: [ 4.52606804e-07  7.15983746e-07  9.50226622e-07  4.81428020e-07
  1.07332875e-06 -8.65766485e-07  1.02766802e-07  1.83955535e-06
  1.08292286e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16698529  0.26413424  0.35067155  0.17774302  0.3961667  -0.31962778
  0.03794761  0.67898616  0.39961353]
L2 term: [ 4.52534664e-07  7.15810959e-07  9.50329392e-07  4.81688396e-07
  1.07362250e-06 -8.66199954e-07  1.02839043e-07  1.84007089e-06
  1.08296349e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1669588   0.26407084  0.3507091   0.17783873  0.39627421 -0.31978674
  0.03797412  0.67917488  0.3996283 ]
L2 term: [ 4.52462872e-07  7.15639144e-07  9.50431171e-07  4.81947773e-07
  1.07391384e-06 -8.66630719e-07  1.02910894e-07  1.84058234e-06
  1.08300352e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16693244  0.2640078   0.3507463   0.17793407  0.39638083 -0.3199447
  0.03800049  0.67936211  0.39964286]
L2 term: [ 4.52391425e-07  7.15468298e-07  9.50531970e-07  4.82206154e-07
  1.07420280e-06 -8.67058799e-07  1.02982356e-07  1.84108972e-06
  1.08304297e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1669062   0.26394512  0.35078313  0.17802905  0.39648659 -0.32010168
  0.03802672  0.67954784  0.3996572 ]
L2 term: [ 4.52320325e-07  7.15298418e-07  9.50631798e-07  4.82463543e-07
  1.07448941e-06 -8.67484214e-07  1.03053431e-07  1.84159306e-06
  1.08308185e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16688009  0.26388279  0.35081961  0.17812366  0.39659148 -0.32025768
  0.0380528   0.67973209  0.39967134]
L2 term: [ 4.52249571e-07  7.15129501e-07  9.50730664e-07  4.82719944e-07
  1.07477367e-06 -8.67906985e-07  1.03124120e-07  1.84209239e-06
  1.08312016e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16685411  0.26382081  0.35085575  0.17821791  0.39669552 -0.32041271
  0.03807874  0.67991488  0.39968527]
L2 term: [ 4.52179163e-07  7.14961544e-07  9.50828578e-07  4.82975359e-07
  1.07505561e-06 -8.68327131e-07  1.03194423e-07  1.84258775e-06
  1.08315790e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16682826  0.26375919  0.35089153  0.17831179  0.39679871 -0.32056678
  0.03810454  0.68009621  0.39969899]
L2 term: [ 4.52109100e-07  7.14794542e-07  9.50925550e-07  4.83229793e-07
  1.07533525e-06 -8.68744672e-07  1.03264342e-07  1.84307916e-06
  1.08319510e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16680253  0.26369791  0.35092697  0.17840532  0.39690106 -0.3207199
  0.0381302   0.68027609  0.39971252]
L2 term: [ 4.52039382e-07  7.14628493e-07  9.51021589e-07  4.83483251e-07
  1.07561262e-06 -8.69159626e-07  1.03333877e-07  1.84356665e-06
  1.08323175e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16677693  0.26363699  0.35096206  0.17849849  0.39700257 -0.32087207
  0.03815572  0.68045454  0.39972584]
L2 term: [ 4.51970010e-07  7.14463394e-07  9.51116704e-07  4.83735734e-07
  1.07588772e-06 -8.69572012e-07  1.03403031e-07  1.84405025e-06
  1.08326787e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16675146  0.26357642  0.35099682  0.17859129  0.39710325 -0.3210233
  0.0381811   0.68063157  0.39973898]
L2 term: [ 4.51900981e-07  7.14299241e-07  9.51210905e-07  4.83987248e-07
  1.07616058e-06 -8.69981851e-07  1.03471803e-07  1.84452999e-06
  1.08330346e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16672612  0.2635162   0.35103125  0.17868375  0.39720312 -0.3211736
  0.03820633  0.68080718  0.39975191]
L2 term: [ 4.51832297e-07  7.14136031e-07  9.51304200e-07  4.84237795e-07
  1.07643122e-06 -8.70389159e-07  1.03540195e-07  1.84500591e-06
  1.08333852e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1667009   0.26345632  0.35106534  0.17877584  0.39730218 -0.32132297
  0.03823143  0.68098139  0.39976466]
L2 term: [ 4.51763956e-07  7.13973759e-07  9.51396598e-07  4.84487380e-07
  1.07669966e-06 -8.70793957e-07  1.03608208e-07  1.84547802e-06
  1.08337308e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16667581  0.26339678  0.35109911  0.17886759  0.39740042 -0.32147142
  0.03825639  0.68115421  0.39977723]
L2 term: [ 4.51695958e-07  7.13812424e-07  9.51488108e-07  4.84736007e-07
  1.07696592e-06 -8.71196263e-07  1.03675843e-07  1.84594636e-06
  1.08340712e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16665084  0.2633376   0.35113256  0.17895898  0.39749787 -0.32161896
  0.0382812   0.68132564  0.39978961]
L2 term: [ 4.51628303e-07  7.13652021e-07  9.51578740e-07  4.84983678e-07
  1.07723001e-06 -8.71596094e-07  1.03743102e-07  1.84641095e-06
  1.08344067e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16662601  0.26327875  0.35116568  0.17905002  0.39759453 -0.32176559
  0.03830588  0.6814957   0.3998018 ]
L2 term: [ 4.51560990e-07  7.13492547e-07  9.51668502e-07  4.85230398e-07
  1.07749196e-06 -8.71993469e-07  1.03809985e-07  1.84687183e-06
  1.08347372e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16660129  0.26322025  0.35119848  0.17914071  0.39769041 -0.32191132
  0.03833043  0.68166441  0.39981382]
L2 term: [ 4.51494020e-07  7.13333999e-07  9.51757401e-07  4.85476170e-07
  1.07775178e-06 -8.72388406e-07  1.03876494e-07  1.84732901e-06
  1.08350630e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16657671  0.26316208  0.35123097  0.17923105  0.3977855  -0.32205616
  0.03835483  0.68183176  0.39982567]
L2 term: [ 4.51427390e-07  7.13176372e-07  9.51845448e-07  4.85720999e-07
  1.07800949e-06 -8.72780923e-07  1.03942630e-07  1.84778254e-06
  1.08353839e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16655225  0.26310426  0.35126315  0.17932104  0.39787983 -0.32220011
  0.0383791   0.68199777  0.39983733]
L2 term: [ 4.51361101e-07  7.13019664e-07  9.51932650e-07  4.85964887e-07
  1.07826511e-06 -8.73171038e-07  1.04008394e-07  1.84823243e-06
  1.08357001e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16652791  0.26304677  0.35129502  0.17941069  0.39797339 -0.32234319
  0.03840323  0.68216244  0.39984883]
L2 term: [ 4.51295152e-07  7.12863870e-07  9.52019015e-07  4.86207838e-07
  1.07851866e-06 -8.73558768e-07  1.04073786e-07  1.84867871e-06
  1.08360117e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1665037   0.26298962  0.35132658  0.1795      0.39806619 -0.32248538
  0.03842722  0.6823258   0.39986016]
L2 term: [ 4.51229542e-07  7.12708988e-07  9.52104552e-07  4.86449857e-07
  1.07877016e-06 -8.73944130e-07  1.04138810e-07  1.84912142e-06
  1.08363186e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16647962  0.2629328   0.35135784  0.17958896  0.39815824 -0.32262672
  0.03845108  0.68248785  0.39987132]
L2 term: [ 4.51164272e-07  7.12555013e-07  9.52189270e-07  4.86690946e-07
  1.07901961e-06 -8.74327142e-07  1.04203465e-07  1.84956057e-06
  1.08366211e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16645566  0.26287632  0.3513888   0.17967758  0.39824954 -0.32276719
  0.0384748   0.68264859  0.39988232]
L2 term: [ 4.51099340e-07  7.12401943e-07  9.52273175e-07  4.86931110e-07
  1.07926705e-06 -8.74707821e-07  1.04267752e-07  1.84999619e-06
  1.08369191e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16643182  0.26282017  0.35141947  0.17976586  0.39834011 -0.3229068
  0.03849839  0.68280805  0.39989315]
L2 term: [ 4.51034745e-07  7.12249773e-07  9.52356276e-07  4.87170351e-07
  1.07951249e-06 -8.75086184e-07  1.04331674e-07  1.85042831e-06
  1.08372128e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16640811  0.26276435  0.35144984  0.1798538   0.39842994 -0.32304557
  0.03852184  0.68296622  0.39990383]
L2 term: [ 4.50970488e-07  7.12098500e-07  9.52438581e-07  4.87408675e-07
  1.07975594e-06 -8.75462248e-07  1.04395231e-07  1.85085697e-06
  1.08375021e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16638452  0.26270886  0.35147992  0.1799414   0.39851905 -0.32318349
  0.03854516  0.68312312  0.39991435]
L2 term: [ 4.50906567e-07  7.11948120e-07  9.52520098e-07  4.87646083e-07
  1.07999742e-06 -8.75836029e-07  1.04458425e-07  1.85128217e-06
  1.08377872e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16636106  0.26265369  0.35150971  0.18002867  0.39860743 -0.32332058
  0.03856834  0.68327876  0.39992471]
L2 term: [ 4.50842981e-07  7.11798629e-07  9.52600834e-07  4.87882581e-07
  1.08023695e-06 -8.76207544e-07  1.04521256e-07  1.85170395e-06
  1.08380680e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16633772  0.26259886  0.35153921  0.18011561  0.39869511 -0.32345684
  0.0385914   0.68343314  0.39993492]
L2 term: [ 4.50779731e-07  7.11650025e-07  9.52680797e-07  4.88118171e-07
  1.08047455e-06 -8.76576810e-07  1.04583727e-07  1.85212233e-06
  1.08383447e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1663145   0.26254435  0.35156844  0.1802022   0.39878207 -0.32359228
  0.03861431  0.68358628  0.39994498]
L2 term: [ 4.50716815e-07  7.11502302e-07  9.52759995e-07  4.88352858e-07
  1.08071023e-06 -8.76943842e-07  1.04645838e-07  1.85253734e-06
  1.08386174e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16629141  0.26249016  0.35159738  0.18028847  0.39886834 -0.32372689
  0.0386371   0.68373819  0.39995489]
L2 term: [ 4.50654232e-07  7.11355459e-07  9.52838435e-07  4.88586644e-07
  1.08094400e-06 -8.77308658e-07  1.04707591e-07  1.85294901e-06
  1.08388860e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16626844  0.2624363   0.35162605  0.18037441  0.3989539  -0.3238607
  0.03865976  0.68388887  0.39996466]
L2 term: [ 4.50591982e-07  7.11209490e-07  9.52916124e-07  4.88819533e-07
  1.08117589e-06 -8.77671272e-07  1.04768986e-07  1.85335736e-06
  1.08391506e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16624559  0.26238276  0.35165444  0.18046001  0.39903878 -0.3239937
  0.03868228  0.68403833  0.39997428]
L2 term: [ 4.50530064e-07  7.11064392e-07  9.52993071e-07  4.89051530e-07
  1.08140592e-06 -8.78031701e-07  1.04830026e-07  1.85376241e-06
  1.08394114e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16622287  0.26232954  0.35168256  0.18054529  0.39912298 -0.3241259
  0.03870467  0.68418659  0.39998376]
L2 term: [ 4.50468477e-07  7.10920162e-07  9.53069281e-07  4.89282637e-07
  1.08163409e-06 -8.78389961e-07  1.04890711e-07  1.85416419e-06
  1.08396683e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16620026  0.26227664  0.35171042  0.18063024  0.39920649 -0.3242573
  0.03872693  0.68433364  0.3999931 ]
L2 term: [ 4.50407221e-07  7.10776796e-07  9.53144763e-07  4.89512858e-07
  1.08186042e-06 -8.78746067e-07  1.04951043e-07  1.85456272e-06
  1.08399213e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16617778  0.26222405  0.351738    0.18071487  0.39928934 -0.32438791
  0.03874907  0.68447951  0.4000023 ]
L2 term: [ 4.50346295e-07  7.10634289e-07  9.53219523e-07  4.89742197e-07
  1.08208493e-06 -8.79100035e-07  1.05011023e-07  1.85495803e-06
  1.08401707e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16615542  0.26217178  0.35176533  0.18079917  0.39937152 -0.32451774
  0.03877107  0.6846242   0.40001136]
L2 term: [ 4.50285697e-07  7.10492639e-07  9.53293568e-07  4.89970658e-07
  1.08230763e-06 -8.79451880e-07  1.05070653e-07  1.85535015e-06
  1.08404164e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16613318  0.26211983  0.35179239  0.18088315  0.39945303 -0.3246468
  0.03879295  0.68476772  0.40002029]
L2 term: [ 4.50225427e-07  7.10351842e-07  9.53366906e-07  4.90198243e-07
  1.08252855e-06 -8.79801617e-07  1.05129934e-07  1.85573909e-06
  1.08406584e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16611106  0.26206819  0.35181919  0.18096681  0.39953389 -0.32477508
  0.03881469  0.68491008  0.40002909]
L2 term: [ 4.50165484e-07  7.10211893e-07  9.53439544e-07  4.90424956e-07
  1.08274768e-06 -8.80149262e-07  1.05188866e-07  1.85612488e-06
  1.08408968e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16608907  0.26201686  0.35184574  0.18105015  0.39961411 -0.32490259
  0.03883631  0.68505128  0.40003776]
L2 term: [ 4.50105868e-07  7.10072789e-07  9.53511487e-07  4.90650802e-07
  1.08296506e-06 -8.80494830e-07  1.05247452e-07  1.85650754e-06
  1.08411318e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16606719  0.26196584  0.35187203  0.18113316  0.39969367 -0.32502935
  0.0388578   0.68519134  0.4000463 ]
L2 term: [ 4.50046577e-07  7.09934527e-07  9.53582743e-07  4.90875783e-07
  1.08318069e-06 -8.80838334e-07  1.05305693e-07  1.85688710e-06
  1.08413632e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16604543  0.26191513  0.35189807  0.18121586  0.3997726  -0.32515534
  0.03887916  0.68533026  0.40005472]
L2 term: [ 4.49987610e-07  7.09797102e-07  9.53653319e-07  4.91099902e-07
  1.08339459e-06 -8.81179792e-07  1.05363591e-07  1.85726358e-06
  1.08415912e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16602379  0.26186473  0.35192387  0.18129825  0.3998509  -0.32528059
  0.0389004   0.68546805  0.400063  ]
L2 term: [ 4.49928967e-07  7.09660512e-07  9.53723220e-07  4.91323165e-07
  1.08360678e-06 -8.81519216e-07  1.05421145e-07  1.85763700e-06
  1.08418158e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16600227  0.26181463  0.35194942  0.18138032  0.39992857 -0.32540509
  0.03892151  0.68560473  0.40007117]
L2 term: [ 4.49870647e-07  7.09524751e-07  9.53792455e-07  4.91545573e-07
  1.08381726e-06 -8.81856621e-07  1.05478359e-07  1.85800739e-06
  1.08420371e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16598087  0.26176484  0.35197472  0.18146207  0.40000561 -0.32552886
  0.0389425   0.68574029  0.40007921]
L2 term: [ 4.49812648e-07  7.09389816e-07  9.53861028e-07  4.91767131e-07
  1.08402606e-06 -8.82192022e-07  1.05535233e-07  1.85837477e-06
  1.08422551e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16595958  0.26171535  0.35199978  0.18154351  0.40008204 -0.32565188
  0.03896336  0.68587475  0.40008714]
L2 term: [ 4.49754971e-07  7.09255704e-07  9.53928947e-07  4.91987841e-07
  1.08423318e-06 -8.82525433e-07  1.05591768e-07  1.85873916e-06
  1.08424699e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16593842  0.26166617  0.3520246   0.18162464  0.40015786 -0.32577418
  0.0389841   0.68600811  0.40009495]
L2 term: [ 4.49697613e-07  7.09122411e-07  9.53996218e-07  4.92207708e-07
  1.08443864e-06 -8.82856869e-07  1.05647966e-07  1.85910058e-06
  1.08426815e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16591737  0.26161729  0.35204919  0.18170547  0.40023307 -0.32589576
  0.03900471  0.68614039  0.40010264]
L2 term: [ 4.49640574e-07  7.08989933e-07  9.54062847e-07  4.92426735e-07
  1.08464246e-06 -8.83186343e-07  1.05703829e-07  1.85945906e-06
  1.08428899e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16589644  0.2615687   0.35207354  0.18178598  0.40030768 -0.32601662
  0.0390252   0.68627159  0.40011022]
L2 term: [ 4.49583853e-07  7.08858266e-07  9.54128840e-07  4.92644926e-07
  1.08484465e-06 -8.83513869e-07  1.05759358e-07  1.85981462e-06
  1.08430953e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16587563  0.26152041  0.35209766  0.18186618  0.40038169 -0.32613676
  0.03904557  0.68640173  0.40011768]
L2 term: [ 4.49527450e-07  7.08727407e-07  9.54194204e-07  4.92862283e-07
  1.08504523e-06 -8.83839461e-07  1.05814553e-07  1.86016728e-06
  1.08432976e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16585493  0.26147242  0.35212155  0.18194608  0.40045511 -0.3262562
  0.03906581  0.68653079  0.40012503]
L2 term: [ 4.49471362e-07  7.08597351e-07  9.54258944e-07  4.93078810e-07
  1.08524420e-06 -8.84163134e-07  1.05869417e-07  1.86051706e-06
  1.08434968e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16583435  0.26142473  0.35214521  0.18202567  0.40052794 -0.32637493
  0.03908594  0.68665881  0.40013228]
L2 term: [ 4.49415590e-07  7.08468095e-07  9.54323067e-07  4.93294511e-07
  1.08544158e-06 -8.84484899e-07  1.05923951e-07  1.86086398e-06
  1.08436932e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16581389  0.26137733  0.35216865  0.18210496  0.40060019 -0.32649296
  0.03910594  0.68678578  0.40013941]
L2 term: [ 4.49360131e-07  7.08339635e-07  9.54386578e-07  4.93509389e-07
  1.08563738e-06 -8.84804772e-07  1.05978156e-07  1.86120807e-06
  1.08438865e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16579354  0.26133022  0.35219186  0.18218395  0.40067187 -0.3266103
  0.03912582  0.68691171  0.40014644]
L2 term: [ 4.49304986e-07  7.08211968e-07  9.54449484e-07  4.93723447e-07
  1.08583162e-06 -8.85122765e-07  1.06032034e-07  1.86154935e-06
  1.08440771e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16577331  0.2612834   0.35221485  0.18226264  0.40074297 -0.32672695
  0.03914558  0.68703661  0.40015337]
L2 term: [ 4.49250153e-07  7.08085089e-07  9.54511790e-07  4.93936690e-07
  1.08602432e-06 -8.85438892e-07  1.06085586e-07  1.86188783e-06
  1.08442647e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16575319  0.26123687  0.35223762  0.18234102  0.40081351 -0.32684292
  0.03916522  0.68716049  0.40016019]
L2 term: [ 4.49195630e-07  7.07958995e-07  9.54573501e-07  4.94149119e-07
  1.08621547e-06 -8.85753165e-07  1.06138814e-07  1.86222354e-06
  1.08444496e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16573318  0.26119063  0.35226018  0.18241911  0.40088348 -0.32695821
  0.03918474  0.68728335  0.40016691]
L2 term: [ 4.49141418e-07  7.07833682e-07  9.54634625e-07  4.94360739e-07
  1.08640510e-06 -8.86065599e-07  1.06191718e-07  1.86255650e-06
  1.08446317e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16571329  0.26114468  0.35228252  0.1824969   0.4009529  -0.32707282
  0.03920415  0.6874052   0.40017353]
L2 term: [ 4.49087515e-07  7.07709147e-07  9.54695166e-07  4.94571553e-07
  1.08659322e-06 -8.86376205e-07  1.06244300e-07  1.86288673e-06
  1.08448111e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16569352  0.26109901  0.35230464  0.1825744   0.40102176 -0.32718676
  0.03922343  0.68752606  0.40018005]
L2 term: [ 4.49033920e-07  7.07585384e-07  9.54755130e-07  4.94781565e-07
  1.08677985e-06 -8.86684998e-07  1.06296562e-07  1.86321425e-06
  1.08449878e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16567385  0.26105362  0.35232656  0.1826516   0.40109008 -0.32730004
  0.0392426   0.68764592  0.40018648]
L2 term: [ 4.48980631e-07  7.07462392e-07  9.54814522e-07  4.94990777e-07
  1.08696498e-06 -8.86991988e-07  1.06348506e-07  1.86353909e-06
  1.08451619e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1656543   0.26100852  0.35234827  0.1827285   0.40115785 -0.32741266
  0.03926165  0.6877648   0.4001928 ]
L2 term: [ 4.48927649e-07  7.07340166e-07  9.54873348e-07  4.95199193e-07
  1.08714865e-06 -8.87297190e-07  1.06400131e-07  1.86386125e-06
  1.08453334e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16563486  0.2609637   0.35236977  0.18280512  0.40122508 -0.32752463
  0.03928058  0.6878827   0.40019904]
L2 term: [ 4.48874971e-07  7.07218701e-07  9.54931614e-07  4.95406817e-07
  1.08733085e-06 -8.87600616e-07  1.06451441e-07  1.86418076e-06
  1.08455023e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16561554  0.26091916  0.35239106  0.18288144  0.40129178 -0.32763594
  0.0392994   0.68799963  0.40020518]
L2 term: [ 4.48822597e-07  7.07097996e-07  9.54989325e-07  4.95613651e-07
  1.08751161e-06 -8.87902278e-07  1.06502436e-07  1.86449765e-06
  1.08456687e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16559632  0.2608749   0.35241215  0.18295747  0.40135795 -0.32774661
  0.0393181   0.6881156   0.40021122]
L2 term: [ 4.48770525e-07  7.06978045e-07  9.55046485e-07  4.95819699e-07
  1.08769093e-06 -8.88202189e-07  1.06553117e-07  1.86481193e-06
  1.08458326e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16557722  0.26083091  0.35243304  0.18303321  0.40142359 -0.32785663
  0.03933669  0.68823061  0.40021718]
L2 term: [ 4.48718755e-07  7.06858845e-07  9.55103101e-07  4.96024964e-07
  1.08786882e-06 -8.88500361e-07  1.06603487e-07  1.86512361e-06
  1.08459941e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16555823  0.2607872   0.35245374  0.18310867  0.40148872 -0.32796602
  0.03935516  0.68834468  0.40022305]
L2 term: [ 4.48667286e-07  7.06740392e-07  9.55159177e-07  4.96229450e-07
  1.08804530e-06 -8.88796805e-07  1.06653546e-07  1.86543273e-06
  1.08461531e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16553935  0.26074377  0.35247423  0.18318384  0.40155332 -0.32807478
  0.03937352  0.6884578   0.40022883]
L2 term: [ 4.48616116e-07  7.06622683e-07  9.55214720e-07  4.96433160e-07
  1.08822038e-06 -8.89091535e-07  1.06703296e-07  1.86573930e-06
  1.08463098e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16552058  0.26070061  0.35249453  0.18325872  0.40161741 -0.3281829
  0.03939176  0.68856999  0.40023453]
L2 term: [ 4.48565244e-07  7.06505714e-07  9.55269733e-07  4.96636097e-07
  1.08839408e-06 -8.89384562e-07  1.06752738e-07  1.86604333e-06
  1.08464641e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16550191  0.26065772  0.35251464  0.18333332  0.401681   -0.32829041
  0.03940989  0.68868125  0.40024013]
L2 term: [ 4.48514669e-07  7.06389481e-07  9.55324221e-07  4.96838264e-07
  1.08856639e-06 -8.89675898e-07  1.06801875e-07  1.86634485e-06
  1.08466161e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16548336  0.2606151   0.35253455  0.18340764  0.40174408 -0.32839729
  0.03942791  0.68879159  0.40024566]
L2 term: [ 4.48464391e-07  7.06273980e-07  9.55378191e-07  4.97039664e-07
  1.08873735e-06 -8.89965555e-07  1.06850706e-07  1.86664388e-06
  1.08467658e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16546492  0.26057275  0.35255428  0.18348167  0.40180666 -0.32850356
  0.03944582  0.68890102  0.4002511 ]
L2 term: [ 4.48414407e-07  7.06159207e-07  9.55431647e-07  4.97240302e-07
  1.08890694e-06 -8.90253544e-07  1.06899234e-07  1.86694044e-06
  1.08469133e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16544658  0.26053066  0.35257381  0.18355543  0.40186875 -0.32860921
  0.03946361  0.68900954  0.40025646]
L2 term: [ 4.48364717e-07  7.06045160e-07  9.55484593e-07  4.97440179e-07
  1.08907520e-06 -8.90539877e-07  1.06947459e-07  1.86723453e-06
  1.08470586e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16542835  0.26048885  0.35259317  0.1836289   0.40193034 -0.32871426
  0.0394813   0.68911717  0.40026174]
L2 term: [ 4.48315320e-07  7.05931834e-07  9.55537034e-07  4.97639300e-07
  1.08924212e-06 -8.90824566e-07  1.06995385e-07  1.86752619e-06
  1.08472017e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16541023  0.26044729  0.35261233  0.1837021   0.40199145 -0.32881871
  0.03949887  0.6892239   0.40026694]
L2 term: [ 4.48266214e-07  7.05819225e-07  9.55588977e-07  4.97837667e-07
  1.08940772e-06 -8.91107622e-07  1.07043011e-07  1.86781544e-06
  1.08473426e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16539222  0.260406    0.35263132  0.18377502  0.40205207 -0.32892256
  0.03951634  0.68932974  0.40027207]
L2 term: [ 4.48217399e-07  7.05707330e-07  9.55640424e-07  4.98035284e-07
  1.08957201e-06 -8.91389057e-07  1.07090339e-07  1.86810228e-06
  1.08474814e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16537431  0.26036498  0.35265012  0.18384766  0.40211222 -0.32902582
  0.03953369  0.6894347   0.40027711]
L2 term: [ 4.48168873e-07  7.05596146e-07  9.55691381e-07  4.98232153e-07
  1.08973501e-06 -8.91668881e-07  1.07137371e-07  1.86838673e-06
  1.08476182e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16535651  0.26032421  0.35266874  0.18392003  0.40217189 -0.32912848
  0.03955094  0.6895388   0.40028208]
L2 term: [ 4.48120636e-07  7.05485667e-07  9.55741852e-07  4.98428278e-07
  1.08989671e-06 -8.91947105e-07  1.07184107e-07  1.86866882e-06
  1.08477529e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16533882  0.2602837   0.35268719  0.18399213  0.40223109 -0.32923056
  0.03956807  0.68964202  0.40028698]
L2 term: [ 4.48072685e-07  7.05375892e-07  9.55791843e-07  4.98623663e-07
  1.09005714e-06 -8.92223742e-07  1.07230551e-07  1.86894857e-06
  1.08478855e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16532123  0.26024346  0.35270546  0.18406396  0.40228982 -0.32933206
  0.0395851   0.68974439  0.4002918 ]
L2 term: [ 4.48025020e-07  7.05266816e-07  9.55841357e-07  4.98818309e-07
  1.09021631e-06 -8.92498801e-07  1.07276702e-07  1.86922599e-06
  1.08480162e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16530375  0.26020346  0.35272356  0.18413551  0.40234809 -0.32943298
  0.03960203  0.6898459   0.40029655]
L2 term: [ 4.47977640e-07  7.05158435e-07  9.55890399e-07  4.99012221e-07
  1.09037421e-06 -8.92772294e-07  1.07322562e-07  1.86950109e-06
  1.08481449e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16528637  0.26016373  0.35274148  0.18420679  0.40240589 -0.32953332
  0.03961884  0.68994657  0.40030122]
L2 term: [ 4.47930544e-07  7.05050746e-07  9.55938974e-07  4.99205402e-07
  1.09053088e-06 -8.93044232e-07  1.07368133e-07  1.86977390e-06
  1.08482717e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1652691   0.26012424  0.35275923  0.18427781  0.40246325 -0.3296331
  0.03963555  0.6900464   0.40030583]
L2 term: [ 4.47883730e-07  7.04943746e-07  9.55987086e-07  4.99397854e-07
  1.09068630e-06 -8.93314625e-07  1.07413416e-07  1.87004443e-06
  1.08483965e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16525193  0.26008501  0.35277682  0.18434856  0.40252015 -0.32973231
  0.03965215  0.69014539  0.40031037]
L2 term: [ 4.47837197e-07  7.04837430e-07  9.56034740e-07  4.99589581e-07
  1.09084051e-06 -8.93583484e-07  1.07458413e-07  1.87031270e-06
  1.08485195e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16523486  0.26004603  0.35279424  0.18441904  0.4025766  -0.32983095
  0.03966865  0.69024355  0.40031484]
L2 term: [ 4.47790944e-07  7.04731794e-07  9.56081939e-07  4.99780585e-07
  1.09099349e-06 -8.93850819e-07  1.07503124e-07  1.87057873e-06
  1.08486406e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16521789  0.2600073   0.35281149  0.18448925  0.40263261 -0.32992904
  0.03968505  0.6903409   0.40031924]
L2 term: [ 4.47744970e-07  7.04626837e-07  9.56128688e-07  4.99970871e-07
  1.09114528e-06 -8.94116641e-07  1.07547552e-07  1.87084254e-06
  1.08487599e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16520103  0.25996882  0.35282857  0.1845592   0.40268817 -0.33002657
  0.03970134  0.69043742  0.40032358]
L2 term: [ 4.47699274e-07  7.04522553e-07  9.56174992e-07  5.00160440e-07
  1.09129587e-06 -8.94380960e-07  1.07591697e-07  1.87110413e-06
  1.08488775e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16518427  0.25993059  0.3528455   0.18462889  0.4027433  -0.33012356
  0.03971752  0.69053314  0.40032785]
L2 term: [ 4.47653855e-07  7.04418939e-07  9.56220854e-07  5.00349296e-07
  1.09144527e-06 -8.94643788e-07  1.07635561e-07  1.87136353e-06
  1.08489932e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16516761  0.2598926   0.35286226  0.18469832  0.402798   -0.33021999
  0.0397336   0.69062806  0.40033206]
L2 term: [ 4.47608711e-07  7.04315992e-07  9.56266279e-07  5.00537443e-07
  1.09159350e-06 -8.94905132e-07  1.07679146e-07  1.87162076e-06
  1.08491072e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16515106  0.25985486  0.35287886  0.18476748  0.40285227 -0.33031589
  0.03974959  0.69072218  0.4003362 ]
L2 term: [ 4.47563841e-07  7.04213708e-07  9.56311270e-07  5.00724882e-07
  1.09174056e-06 -8.95165005e-07  1.07722453e-07  1.87187583e-06
  1.08492195e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1651346   0.25981736  0.3528953   0.18483639  0.40290611 -0.33041124
  0.03976546  0.69081551  0.40034028]
L2 term: [ 4.47519245e-07  7.04112083e-07  9.56355833e-07  5.00911617e-07
  1.09188647e-06 -8.95423417e-07  1.07765483e-07  1.87212875e-06
  1.08493300e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16511825  0.2597801   0.35291159  0.18490503  0.40295953 -0.33050606
  0.03978124  0.69090805  0.4003443 ]
L2 term: [ 4.47474920e-07  7.04011114e-07  9.56399971e-07  5.01097652e-07
  1.09203124e-06 -8.95680376e-07  1.07808237e-07  1.87237955e-06
  1.08494390e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16510199  0.25974308  0.35292772  0.18497342  0.40301252 -0.33060034
  0.03979691  0.69099982  0.40034826]
L2 term: [ 4.47430866e-07  7.03910797e-07  9.56443687e-07  5.01282988e-07
  1.09217486e-06 -8.95935893e-07  1.07850718e-07  1.87262823e-06
  1.08495462e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16508583  0.25970631  0.3529437   0.18504156  0.40306511 -0.3306941
  0.03981249  0.69109081  0.40035215]
L2 term: [ 4.47387082e-07  7.03811129e-07  9.56486986e-07  5.01467630e-07
  1.09231736e-06 -8.96189978e-07  1.07892925e-07  1.87287482e-06
  1.08496519e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16506978  0.25966977  0.35295952  0.18510943  0.40311728 -0.33078733
  0.03982796  0.69118103  0.40035599]
L2 term: [ 4.47343566e-07  7.03712107e-07  9.56529873e-07  5.01651579e-07
  1.09245875e-06 -8.96442641e-07  1.07934862e-07  1.87311934e-06
  1.08497559e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16505382  0.25963346  0.3529752   0.18517706  0.40316904 -0.33088005
  0.03984334  0.6912705   0.40035978]
L2 term: [ 4.47300317e-07  7.03613726e-07  9.56572350e-07  5.01834840e-07
  1.09259902e-06 -8.96693891e-07  1.07976529e-07  1.87336178e-06
  1.08498584e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16503796  0.2595974   0.35299072  0.18524443  0.40322039 -0.33097224
  0.03985862  0.69135921  0.4003635 ]
L2 term: [ 4.47257334e-07  7.03515984e-07  9.56614421e-07  5.02017414e-07
  1.09273819e-06 -8.96943738e-07  1.08017927e-07  1.87360218e-06
  1.08499594e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16502219  0.25956157  0.3530061   0.18531154  0.40327135 -0.33106392
  0.03987379  0.69144716  0.40036717]
L2 term: [ 4.47214616e-07  7.03418876e-07  9.56656091e-07  5.02199305e-07
  1.09287628e-06 -8.97192191e-07  1.08059058e-07  1.87384055e-06
  1.08500588e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16500653  0.25952597  0.35302133  0.18537841  0.4033219  -0.33115509
  0.03988887  0.69153438  0.40037078]
L2 term: [ 4.47172162e-07  7.03322400e-07  9.56697363e-07  5.02380516e-07
  1.09301328e-06 -8.97439260e-07  1.08099924e-07  1.87407690e-06
  1.08501567e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16499096  0.2594906   0.35303641  0.18544503  0.40337206 -0.33124575
  0.03990385  0.69162085  0.40037434]
L2 term: [ 4.47129970e-07  7.03226551e-07  9.56738241e-07  5.02561050e-07
  1.09314921e-06 -8.97684955e-07  1.08140525e-07  1.87431125e-06
  1.08502531e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16497549  0.25945546  0.35305135  0.1855114   0.40342183 -0.33133591
  0.03991874  0.69170659  0.40037784]
L2 term: [ 4.47088040e-07  7.03131327e-07  9.56778728e-07  5.02740909e-07
  1.09328408e-06 -8.97929284e-07  1.08180863e-07  1.87454362e-06
  1.08503481e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16496011  0.25942055  0.35306615  0.18557752  0.4034712  -0.33142556
  0.03993353  0.69179161  0.4003813 ]
L2 term: [ 4.47046370e-07  7.03036723e-07  9.56818829e-07  5.02920097e-07
  1.09341789e-06 -8.98172257e-07  1.08220939e-07  1.87477401e-06
  1.08504416e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16494483  0.25938587  0.3530808   0.18564339  0.40352019 -0.33151472
  0.03994822  0.6918759   0.4003847 ]
L2 term: [ 4.47004958e-07  7.02942737e-07  9.56858547e-07  5.03098616e-07
  1.09355066e-06 -8.98413884e-07  1.08260756e-07  1.87500245e-06
  1.08505338e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16492964  0.25935142  0.35309532  0.18570902  0.4035688  -0.33160339
  0.03996282  0.69195948  0.40038804]
L2 term: [ 4.46963805e-07  7.02849365e-07  9.56897885e-07  5.03276470e-07
  1.09368239e-06 -8.98654172e-07  1.08300313e-07  1.87522894e-06
  1.08506245e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16491455  0.25931719  0.3531097   0.1857744   0.40361703 -0.33169157
  0.03997732  0.69204234  0.40039134]
L2 term: [ 4.46922908e-07  7.02756604e-07  9.56936847e-07  5.03453661e-07
  1.09381309e-06 -8.98893132e-07  1.08339613e-07  1.87545351e-06
  1.08507139e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16489956  0.25928318  0.35312394  0.18583954  0.40366488 -0.33177925
  0.03999172  0.6921245   0.40039459]
L2 term: [ 4.46882266e-07  7.02664449e-07  9.56975436e-07  5.03630191e-07
  1.09394277e-06 -8.99130772e-07  1.08378656e-07  1.87567616e-06
  1.08508019e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16488465  0.2592494   0.35313804  0.18590444  0.40371236 -0.33186646
  0.04000604  0.69220596  0.40039779]
L2 term: [ 4.46841878e-07  7.02572899e-07  9.57013657e-07  5.03806065e-07
  1.09407144e-06 -8.99367101e-07  1.08417445e-07  1.87589692e-06
  1.08508886e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16486984  0.25921584  0.35315201  0.18596909  0.40375947 -0.33195319
  0.04002026  0.69228673  0.40040094]
L2 term: [ 4.46801744e-07  7.02481949e-07  9.57051512e-07  5.03981284e-07
  1.09419910e-06 -8.99602128e-07  1.08455980e-07  1.87611579e-06
  1.08509739e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16485513  0.2591825   0.35316584  0.18603351  0.40380621 -0.33203943
  0.04003438  0.6923668   0.40040404]
L2 term: [ 4.46761861e-07  7.02391596e-07  9.57089005e-07  5.04155851e-07
  1.09432577e-06 -8.99835861e-07  1.08494263e-07  1.87633280e-06
  1.08510580e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1648405   0.25914938  0.35317955  0.18609769  0.40385258 -0.33212521
  0.04004842  0.69244619  0.4004071 ]
L2 term: [ 4.46722229e-07  7.02301836e-07  9.57126139e-07  5.04329770e-07
  1.09445145e-06 -9.00068310e-07  1.08532295e-07  1.87654795e-06
  1.08511408e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16482597  0.25911647  0.35319312  0.18616162  0.4038986  -0.33221051
  0.04006236  0.6925249   0.40041011]
L2 term: [ 4.46682847e-07  7.02212667e-07  9.57162918e-07  5.04503043e-07
  1.09457615e-06 -9.00299484e-07  1.08570078e-07  1.87676126e-06
  1.08512224e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16481153  0.25908379  0.35320656  0.18622532  0.40394426 -0.33229534
  0.04007621  0.69260294  0.40041307]
L2 term: [ 4.46643713e-07  7.02124085e-07  9.57199344e-07  5.04675672e-07
  1.09469988e-06 -9.00529389e-07  1.08607612e-07  1.87697274e-06
  1.08513027e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16479718  0.25905132  0.35321987  0.18628879  0.40398956 -0.33237972
  0.04008997  0.69268031  0.40041599]
L2 term: [ 4.46604826e-07  7.02036087e-07  9.57235422e-07  5.04847662e-07
  1.09482265e-06 -9.00758036e-07  1.08644900e-07  1.87718241e-06
  1.08513818e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16478292  0.25901906  0.35323306  0.18635202  0.40403451 -0.33246362
  0.04010364  0.69275701  0.40041886]
L2 term: [ 4.46566185e-07  7.01948668e-07  9.57271154e-07  5.05019013e-07
  1.09494446e-06 -9.00985433e-07  1.08681942e-07  1.87739028e-06
  1.08514597e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16476875  0.25898701  0.35324611  0.18641501  0.4040791  -0.33254708
  0.04011721  0.69283306  0.40042169]
L2 term: [ 4.46527788e-07  7.01861827e-07  9.57306544e-07  5.05189730e-07
  1.09506532e-06 -9.01211587e-07  1.08718740e-07  1.87759636e-06
  1.08515364e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16475468  0.25895518  0.35325905  0.18647777  0.40412336 -0.33263007
  0.0401307   0.69290845  0.40042448]
L2 term: [ 4.46489635e-07  7.01775560e-07  9.57341594e-07  5.05359815e-07
  1.09518525e-06 -9.01436507e-07  1.08755295e-07  1.87780067e-06
  1.08516120e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16474069  0.25892356  0.35327186  0.1865403   0.40416726 -0.33271261
  0.0401441   0.69298319  0.40042723]
L2 term: [ 4.46451725e-07  7.01689863e-07  9.57376309e-07  5.05529270e-07
  1.09530424e-06 -9.01660202e-07  1.08791608e-07  1.87800323e-06
  1.08516864e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16472679  0.25889215  0.35328454  0.1866026   0.40421083 -0.33279471
  0.04015741  0.69305729  0.40042993]
L2 term: [ 4.46414056e-07  7.01604733e-07  9.57410691e-07  5.05698098e-07
  1.09542231e-06 -9.01882680e-07  1.08827681e-07  1.87820403e-06
  1.08517597e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16471298  0.25886094  0.35329711  0.18666467  0.40425406 -0.33287636
  0.04017064  0.69313075  0.4004326 ]
L2 term: [ 4.46376627e-07  7.01520167e-07  9.57444743e-07  5.05866302e-07
  1.09553946e-06 -9.02103948e-07  1.08863515e-07  1.87840311e-06
  1.08518319e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16469925  0.25882994  0.35330955  0.1867265   0.40429695 -0.33295756
  0.04018377  0.69320357  0.40043522]
L2 term: [ 4.46339437e-07  7.01436162e-07  9.57478468e-07  5.06033885e-07
  1.09565570e-06 -9.02324015e-07  1.08899112e-07  1.87860047e-06
  1.08519030e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16468562  0.25879915  0.35332188  0.18678811  0.40433951 -0.33303833
  0.04019682  0.69327577  0.4004378 ]
L2 term: [ 4.46302484e-07  7.01352714e-07  9.57511870e-07  5.06200850e-07
  1.09577104e-06 -9.02542890e-07  1.08934472e-07  1.87879612e-06
  1.08519730e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16467207  0.25876856  0.35333409  0.1868495   0.40438174 -0.33311865
  0.04020978  0.69334734  0.40044035]
L2 term: [ 4.46265768e-07  7.01269821e-07  9.57544950e-07  5.06367198e-07
  1.09588548e-06 -9.02760578e-07  1.08969597e-07  1.87899008e-06
  1.08520420e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16465861  0.25873818  0.35334618  0.18691065  0.40442364 -0.33319855
  0.04022266  0.69341829  0.40044286]
L2 term: [ 4.46229287e-07  7.01187479e-07  9.57577714e-07  5.06532933e-07
  1.09599904e-06 -9.02977090e-07  1.09004489e-07  1.87918236e-06
  1.08521099e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16464523  0.258708    0.35335815  0.18697158  0.40446522 -0.33327801
  0.04023545  0.69348863  0.40044532]
L2 term: [ 4.46193041e-07  7.01105684e-07  9.57610162e-07  5.06698058e-07
  1.09611171e-06 -9.03192432e-07  1.09039147e-07  1.87937297e-06
  1.08521768e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16463194  0.25867802  0.35337001  0.18703229  0.40450648 -0.33335704
  0.04024815  0.69355835  0.40044776]
L2 term: [ 4.46157028e-07  7.01024434e-07  9.57642298e-07  5.06862574e-07
  1.09622352e-06 -9.03406612e-07  1.09073575e-07  1.87956193e-06
  1.08522427e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16461874  0.25864823  0.35338175  0.18709277  0.40454741 -0.33343565
  0.04026077  0.69362747  0.40045015]
L2 term: [ 4.46121246e-07  7.00943726e-07  9.57674126e-07  5.07026485e-07
  1.09633445e-06 -9.03619638e-07  1.09107773e-07  1.87974925e-06
  1.08523076e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16460562  0.25861865  0.35339338  0.18715303  0.40458803 -0.33351383
  0.0402733   0.69369599  0.40045251]
L2 term: [ 4.46085695e-07  7.00863556e-07  9.57705647e-07  5.07189793e-07
  1.09644453e-06 -9.03831517e-07  1.09141742e-07  1.87993493e-06
  1.08523715e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16459259  0.25858927  0.3534049   0.18721307  0.40462834 -0.33359159
  0.04028575  0.69376391  0.40045483]
L2 term: [ 4.46050374e-07  7.00783921e-07  9.57736866e-07  5.07352501e-07
  1.09655376e-06 -9.04042258e-07  1.09175484e-07  1.88011900e-06
  1.08524344e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16457964  0.25856008  0.35341631  0.18727289  0.40466833 -0.33366894
  0.04029812  0.69383124  0.40045712]
L2 term: [ 4.46015281e-07  7.00704818e-07  9.57767783e-07  5.07514611e-07
  1.09666214e-06 -9.04251868e-07  1.09208999e-07  1.88030147e-06
  1.08524964e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16456677  0.25853108  0.35342761  0.18733249  0.40470801 -0.33374587
  0.04031041  0.69389798  0.40045937]
L2 term: [ 4.45980416e-07  7.00626244e-07  9.57798403e-07  5.07676127e-07
  1.09676968e-06 -9.04460353e-07  1.09242290e-07  1.88048234e-06
  1.08525575e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16455399  0.25850228  0.3534388   0.18739187  0.40474739 -0.33382239
  0.04032261  0.69396414  0.40046159]
L2 term: [ 4.45945776e-07  7.00548197e-07  9.57828728e-07  5.07837049e-07
  1.09687639e-06 -9.04667722e-07  1.09275357e-07  1.88066164e-06
  1.08526176e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16454129  0.25847368  0.35344988  0.18745103  0.40478646 -0.3338985
  0.04033473  0.69402972  0.40046377]
L2 term: [ 4.45911362e-07  7.00470671e-07  9.57858761e-07  5.07997382e-07
  1.09698228e-06 -9.04873982e-07  1.09308202e-07  1.88083936e-06
  1.08526768e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16452868  0.25844526  0.35346086  0.18750998  0.40482523 -0.3339742
  0.04034676  0.69409473  0.40046593]
L2 term: [ 4.45877171e-07  7.00393666e-07  9.57888504e-07  5.08157128e-07
  1.09708735e-06 -9.05079141e-07  1.09340826e-07  1.88101553e-06
  1.08527352e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16451614  0.25841704  0.35347173  0.18756871  0.4048637  -0.3340495
  0.04035872  0.69415917  0.40046805]
L2 term: [ 4.45843203e-07  7.00317177e-07  9.57917961e-07  5.08316289e-07
  1.09719160e-06 -9.05283204e-07  1.09373230e-07  1.88119016e-06
  1.08527926e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16450369  0.258389    0.35348249  0.18762723  0.40490188 -0.3341244
  0.0403706   0.69422304  0.40047014]
L2 term: [ 4.45809456e-07  7.00241202e-07  9.57947133e-07  5.08474867e-07
  1.09729506e-06 -9.05486181e-07  1.09405415e-07  1.88136325e-06
  1.08528492e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16449132  0.25836116  0.35349315  0.18768553  0.40493975 -0.3341989
  0.04038239  0.69428635  0.40047219]
L2 term: [ 4.45775930e-07  7.00165737e-07  9.57976024e-07  5.08632866e-07
  1.09739771e-06 -9.05688077e-07  1.09437383e-07  1.88153482e-06
  1.08529049e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16447903  0.2583335   0.35350371  0.18774362  0.40497734 -0.334273
  0.04039411  0.6943491   0.40047422]
L2 term: [ 4.45742622e-07  7.00090780e-07  9.58004635e-07  5.08790287e-07
  1.09749957e-06 -9.05888900e-07  1.09469135e-07  1.88170489e-06
  1.08529598e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16446682  0.25830602  0.35351417  0.18780149  0.40501464 -0.33434671
  0.04040575  0.6944113   0.40047621]
L2 term: [ 4.45709533e-07  7.00016327e-07  9.58032971e-07  5.08947134e-07
  1.09760065e-06 -9.06088657e-07  1.09500672e-07  1.88187345e-06
  1.08530139e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16445469  0.25827874  0.35352452  0.18785916  0.40505165 -0.33442003
  0.04041731  0.69447296  0.40047818]
L2 term: [ 4.45676661e-07  6.99942376e-07  9.58061032e-07  5.09103408e-07
  1.09770095e-06 -9.06287355e-07  1.09531995e-07  1.88204053e-06
  1.08530671e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16444264  0.25825163  0.35353478  0.18791661  0.40508837 -0.33449297
  0.04042879  0.69453407  0.40048011]
L2 term: [ 4.45644005e-07  6.99868924e-07  9.58088822e-07  5.09259113e-07
  1.09780047e-06 -9.06485001e-07  1.09563106e-07  1.88220614e-06
  1.08531196e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16443067  0.25822471  0.35354493  0.18797386  0.40512482 -0.33456551
  0.04044019  0.69459463  0.40048202]
L2 term: [ 4.45611563e-07  6.99795966e-07  9.58116343e-07  5.09414250e-07
  1.09789923e-06 -9.06681601e-07  1.09594005e-07  1.88237028e-06
  1.08531713e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16441877  0.25819797  0.35355499  0.1880309   0.40516098 -0.33463767
  0.04045151  0.69465467  0.4004839 ]
L2 term: [ 4.45579335e-07  6.99723502e-07  9.58143598e-07  5.09568822e-07
  1.09799723e-06 -9.06877163e-07  1.09624695e-07  1.88253297e-06
  1.08532221e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16440696  0.25817141  0.35356495  0.18808772  0.40519686 -0.33470945
  0.04046276  0.69471417  0.40048575]
L2 term: [ 4.45547320e-07  6.99651527e-07  9.58170589e-07  5.09722832e-07
  1.09809447e-06 -9.07071694e-07  1.09655176e-07  1.88269422e-06
  1.08532723e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16439523  0.25814503  0.35357481  0.18814435  0.40523247 -0.33478086
  0.04047393  0.69477314  0.40048757]
L2 term: [ 4.45515515e-07  6.99580039e-07  9.58197318e-07  5.09876281e-07
  1.09819097e-06 -9.07265199e-07  1.09685449e-07  1.88285404e-06
  1.08533216e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16438357  0.25811883  0.35358458  0.18820077  0.4052678  -0.33485189
  0.04048503  0.69483159  0.40048936]
L2 term: [ 4.45483921e-07  6.99509034e-07  9.58223789e-07  5.10029174e-07
  1.09828672e-06 -9.07457686e-07  1.09715515e-07  1.88301244e-06
  1.08533703e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16437199  0.25809281  0.35359425  0.18825698  0.40530286 -0.33492254
  0.04049604  0.69488952  0.40049113]
L2 term: [ 4.45452536e-07  6.99438511e-07  9.58250002e-07  5.10181510e-07
  1.09838174e-06 -9.07649162e-07  1.09745376e-07  1.88316943e-06
  1.08534182e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16436048  0.25806696  0.35360383  0.18831299  0.40533765 -0.33499282
  0.04050699  0.69494693  0.40049287]
L2 term: [ 4.45421359e-07  6.99368465e-07  9.58275961e-07  5.10333294e-07
  1.09847603e-06 -9.07839632e-07  1.09775034e-07  1.88332502e-06
  1.08534653e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16434905  0.25804129  0.35361332  0.18836879  0.40537218 -0.33506274
  0.04051786  0.69500384  0.40049459]
L2 term: [ 4.45390388e-07  6.99298895e-07  9.58301669e-07  5.10484528e-07
  1.09856959e-06 -9.08029104e-07  1.09804488e-07  1.88347923e-06
  1.08535118e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1643377   0.2580158   0.35362271  0.18842439  0.40540644 -0.33513229
  0.04052865  0.69506023  0.40049628]
L2 term: [ 4.45359624e-07  6.99229797e-07  9.58327126e-07  5.10635213e-07
  1.09866244e-06 -9.08217584e-07  1.09833741e-07  1.88363206e-06
  1.08535576e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16432642  0.25799047  0.35363201  0.1884798   0.40544044 -0.33520147
  0.04053937  0.69511612  0.40049794]
L2 term: [ 4.45329064e-07  6.99161168e-07  9.58352336e-07  5.10785353e-07
  1.09875457e-06 -9.08405078e-07  1.09862793e-07  1.88378353e-06
  1.08536027e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16431522  0.25796532  0.35364122  0.188535    0.40547417 -0.3352703
  0.04055002  0.69517151  0.40049958]
L2 term: [ 4.45298708e-07  6.99093006e-07  9.58377301e-07  5.10934949e-07
  1.09884599e-06 -9.08591593e-07  1.09891645e-07  1.88393364e-06
  1.08536471e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1643041   0.25794034  0.35365035  0.18859     0.40550765 -0.33533876
  0.04056059  0.69522641  0.40050119]
L2 term: [ 4.45268554e-07  6.99025307e-07  9.58402023e-07  5.11084005e-07
  1.09893672e-06 -9.08777135e-07  1.09920300e-07  1.88408241e-06
  1.08536909e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16429304  0.25791553  0.35365938  0.1886448   0.40554087 -0.33540687
  0.04057109  0.69528081  0.40050278]
L2 term: [ 4.45238601e-07  6.98958070e-07  9.58426504e-07  5.11232521e-07
  1.09902675e-06 -9.08961710e-07  1.09948757e-07  1.88422984e-06
  1.08537340e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16428207  0.25789089  0.35366833  0.18869941  0.40557383 -0.33547462
  0.04058152  0.69533472  0.40050435]
L2 term: [ 4.45208848e-07  6.98891290e-07  9.58450747e-07  5.11380502e-07
  1.09911608e-06 -9.09145325e-07  1.09977019e-07  1.88437595e-06
  1.08537764e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16427116  0.25786641  0.35367718  0.18875381  0.40560655 -0.33554203
  0.04059188  0.69538815  0.40050589]
L2 term: [ 4.45179295e-07  6.98824966e-07  9.58474753e-07  5.11527948e-07
  1.09920474e-06 -9.09327986e-07  1.10005086e-07  1.88452074e-06
  1.08538183e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16426033  0.25784211  0.35368596  0.18880802  0.40563901 -0.33560908
  0.04060216  0.6954411   0.40050741]
L2 term: [ 4.45149940e-07  6.98759094e-07  9.58498526e-07  5.11674863e-07
  1.09929271e-06 -9.09509699e-07  1.10032959e-07  1.88466423e-06
  1.08538595e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16424957  0.25781797  0.35369464  0.18886204  0.40567122 -0.33567578
  0.04061238  0.69549357  0.40050891]
L2 term: [ 4.45120782e-07  6.98693673e-07  9.58522066e-07  5.11821248e-07
  1.09938001e-06 -9.09690470e-07  1.10060640e-07  1.88480643e-06
  1.08539001e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16423888  0.25779399  0.35370324  0.18891586  0.40570319 -0.33574214
  0.04062252  0.69554557  0.40051039]
L2 term: [ 4.45091820e-07  6.98628698e-07  9.58545376e-07  5.11967106e-07
  1.09946665e-06 -9.09870305e-07  1.10088129e-07  1.88494734e-06
  1.08539401e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16422827  0.25777018  0.35371176  0.18896949  0.40573492 -0.33580816
  0.04063259  0.69559709  0.40051184]
L2 term: [ 4.45063052e-07  6.98564167e-07  9.58568459e-07  5.12112439e-07
  1.09955262e-06 -9.10049210e-07  1.10115429e-07  1.88508698e-06
  1.08539795e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16421772  0.25774653  0.3537202   0.18902292  0.4057664  -0.33587383
  0.0406426   0.69564816  0.40051327]
L2 term: [ 4.45034479e-07  6.98500078e-07  9.58591316e-07  5.12257249e-07
  1.09963793e-06 -9.10227191e-07  1.10142539e-07  1.88522535e-06
  1.08540183e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16420725  0.25772304  0.35372855  0.18907617  0.40579764 -0.33593917
  0.04065253  0.69569875  0.40051469]
L2 term: [ 4.45006098e-07  6.98436428e-07  9.58613949e-07  5.12401539e-07
  1.09972259e-06 -9.10404254e-07  1.10169461e-07  1.88536247e-06
  1.08540565e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16419685  0.25769972  0.35373682  0.18912922  0.40582864 -0.33600417
  0.0406624   0.69574889  0.40051608]
L2 term: [ 4.44977908e-07  6.98373214e-07  9.58636361e-07  5.12545311e-07
  1.09980660e-06 -9.10580406e-07  1.10196197e-07  1.88549835e-06
  1.08540942e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16418652  0.25767655  0.35374501  0.18918208  0.4058594  -0.33606884
  0.04067219  0.69579857  0.40051745]
L2 term: [ 4.44949909e-07  6.98310434e-07  9.58658553e-07  5.12688567e-07
  1.09988997e-06 -9.10755651e-07  1.10222747e-07  1.88563299e-06
  1.08541313e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16417625  0.25765354  0.35375311  0.18923475  0.40588993 -0.33613317
  0.04068192  0.6958478   0.40051879]
L2 term: [ 4.44922100e-07  6.98248084e-07  9.58680528e-07  5.12831309e-07
  1.09997271e-06 -9.10929995e-07  1.10249112e-07  1.88576640e-06
  1.08541679e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16416606  0.25763069  0.35376114  0.18928724  0.40592023 -0.33619717
  0.04069158  0.69589658  0.40052012]
L2 term: [ 4.44894479e-07  6.98186162e-07  9.58702287e-07  5.12973540e-07
  1.10005481e-06 -9.11103445e-07  1.10275293e-07  1.88589860e-06
  1.08542039e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16415594  0.257608    0.35376909  0.18933953  0.40595029 -0.33626085
  0.04070118  0.69594492  0.40052143]
L2 term: [ 4.44867046e-07  6.98124666e-07  9.58723832e-07  5.13115261e-07
  1.10013629e-06 -9.11276006e-07  1.10301293e-07  1.88602960e-06
  1.08542394e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16414589  0.25758547  0.35377697  0.18939164  0.40598013 -0.3363242
  0.0407107   0.69599281  0.40052273]
L2 term: [ 4.44839799e-07  6.98063593e-07  9.58745166e-07  5.13256476e-07
  1.10021714e-06 -9.11447684e-07  1.10327110e-07  1.88615939e-06
  1.08542744e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1641359   0.25756309  0.35378476  0.18944356  0.40600973 -0.33638722
  0.04072016  0.69604027  0.400524  ]
L2 term: [ 4.44812737e-07  6.98002940e-07  9.58766289e-07  5.13397185e-07
  1.10029738e-06 -9.11618484e-07  1.10352748e-07  1.88628800e-06
  1.08543089e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16412598  0.25754086  0.35379248  0.1894953   0.40603912 -0.33644992
  0.04072956  0.69608729  0.40052525]
L2 term: [ 4.44785860e-07  6.97942705e-07  9.58787206e-07  5.13537392e-07
  1.10037701e-06 -9.11788412e-07  1.10378207e-07  1.88641542e-06
  1.08543428e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16411613  0.25751878  0.35380012  0.18954685  0.40606827 -0.33651231
  0.04073889  0.69613388  0.40052649]
L2 term: [ 4.44759165e-07  6.97882885e-07  9.58807916e-07  5.13677098e-07
  1.10045603e-06 -9.11957474e-07  1.10403487e-07  1.88654168e-06
  1.08543763e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16410635  0.25749686  0.35380769  0.18959822  0.40609721 -0.33657437
  0.04074815  0.69618004  0.4005277 ]
L2 term: [ 4.44732653e-07  6.97823477e-07  9.58828422e-07  5.13816306e-07
  1.10053444e-06 -9.12125674e-07  1.10428591e-07  1.88666678e-06
  1.08544093e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16409663  0.25747509  0.35381518  0.1896494   0.40612593 -0.33663612
  0.04075735  0.69622578  0.4005289 ]
L2 term: [ 4.44706322e-07  6.97764480e-07  9.58848726e-07  5.13955017e-07
  1.10061226e-06 -9.12293019e-07  1.10453518e-07  1.88679072e-06
  1.08544418e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16408698  0.25745347  0.3538226   0.1897004   0.40615442 -0.33669756
  0.04076648  0.69627109  0.40053008]
L2 term: [ 4.44680172e-07  6.97705889e-07  9.58868829e-07  5.14093234e-07
  1.10068949e-06 -9.12459514e-07  1.10478271e-07  1.88691353e-06
  1.08544738e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1640774   0.257432    0.35382994  0.18975122  0.4061827  -0.33675869
  0.04077555  0.69631599  0.40053125]
L2 term: [ 4.44654200e-07  6.97647704e-07  9.58888734e-07  5.14230960e-07
  1.10076613e-06 -9.12625164e-07  1.10502850e-07  1.88703519e-06
  1.08545054e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16406788  0.25741068  0.35383722  0.18980186  0.40621077 -0.3368195
  0.04078456  0.69636047  0.4005324 ]
L2 term: [ 4.44628406e-07  6.97589921e-07  9.58908442e-07  5.14368195e-07
  1.10084219e-06 -9.12789975e-07  1.10527256e-07  1.88715574e-06
  1.08545365e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16405843  0.25738951  0.35384442  0.18985232  0.40623862 -0.33688001
  0.0407935   0.69640453  0.40053353]
L2 term: [ 4.44602790e-07  6.97532537e-07  9.58927955e-07  5.14504942e-07
  1.10091767e-06 -9.12953952e-07  1.10551491e-07  1.88727516e-06
  1.08545671e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16404904  0.25736848  0.35385154  0.1899026   0.40626626 -0.33694021
  0.04080238  0.69644819  0.40053464]
L2 term: [ 4.44577350e-07  6.97475551e-07  9.58947275e-07  5.14641204e-07
  1.10099257e-06 -9.13117100e-07  1.10575554e-07  1.88739348e-06
  1.08545973e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16403972  0.2573476   0.3538586   0.18995271  0.40629369 -0.33700011
  0.0408112   0.69649145  0.40053574]
L2 term: [ 4.44552084e-07  6.97418960e-07  9.58966404e-07  5.14776982e-07
  1.10106691e-06 -9.13279424e-07  1.10599448e-07  1.88751070e-06
  1.08546271e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16403046  0.25732686  0.35386559  0.19000263  0.40632091 -0.3370597
  0.04081995  0.6965343   0.40053682]
L2 term: [ 4.44526993e-07  6.97362761e-07  9.58985343e-07  5.14912278e-07
  1.10114068e-06 -9.13440930e-07  1.10623174e-07  1.88762682e-06
  1.08546564e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16402127  0.25730627  0.35387251  0.19005238  0.40634792 -0.337119
  0.04082864  0.69657675  0.40053789]
L2 term: [ 4.44502075e-07  6.97306951e-07  9.59004094e-07  5.15047095e-07
  1.10121389e-06 -9.13601623e-07  1.10646732e-07  1.88774187e-06
  1.08546854e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16401213  0.25728581  0.35387936  0.19010195  0.40637473 -0.337178
  0.04083728  0.69661881  0.40053894]
L2 term: [ 4.44477329e-07  6.97251530e-07  9.59022659e-07  5.15181434e-07
  1.10128654e-06 -9.13761508e-07  1.10670124e-07  1.88785584e-06
  1.08547139e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16400307  0.25726551  0.35388614  0.19015135  0.40640134 -0.3372367
  0.04084585  0.69666047  0.40053998]
L2 term: [ 4.44452754e-07  6.97196493e-07  9.59041039e-07  5.15315298e-07
  1.10135865e-06 -9.13920590e-07  1.10693350e-07  1.88796875e-06
  1.08547420e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16399406  0.25724534  0.35389286  0.19020057  0.40642774 -0.3372951
  0.04085436  0.69670174  0.400541  ]
L2 term: [ 4.44428349e-07  6.97141839e-07  9.59059236e-07  5.15448689e-07
  1.10143020e-06 -9.14078874e-07  1.10716411e-07  1.88808059e-06
  1.08547697e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16398512  0.25722531  0.35389951  0.19024961  0.40645395 -0.33735322
  0.04086281  0.69674262  0.40054201]
L2 term: [ 4.44404113e-07  6.97087565e-07  9.59077252e-07  5.15581608e-07
  1.10150122e-06 -9.14236365e-07  1.10739309e-07  1.88819139e-06
  1.08547970e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16397624  0.25720542  0.35390609  0.19029849  0.40647995 -0.33741104
  0.04087119  0.69678312  0.400543  ]
L2 term: [ 4.44380045e-07  6.97033668e-07  9.59095088e-07  5.15714058e-07
  1.10157169e-06 -9.14393068e-07  1.10762045e-07  1.88830115e-06
  1.08548239e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16396742  0.25718567  0.3539126   0.19034719  0.40650576 -0.33746858
  0.04087952  0.69682324  0.40054398]
L2 term: [ 4.44356144e-07  6.96980147e-07  9.59112746e-07  5.15846040e-07
  1.10164163e-06 -9.14548988e-07  1.10784619e-07  1.88840988e-06
  1.08548504e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16395866  0.25716606  0.35391905  0.19039572  0.40653137 -0.33752582
  0.04088779  0.69686299  0.40054495]
L2 term: [ 4.44332410e-07  6.96926999e-07  9.59130228e-07  5.15977558e-07
  1.10171104e-06 -9.14704130e-07  1.10807032e-07  1.88851757e-06
  1.08548766e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16394996  0.25714659  0.35392544  0.19044408  0.40655679 -0.33758279
  0.04089601  0.69690235  0.4005459 ]
L2 term: [ 4.44308841e-07  6.96874222e-07  9.59147536e-07  5.16108611e-07
  1.10177993e-06 -9.14858499e-07  1.10829287e-07  1.88862426e-06
  1.08549024e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16394133  0.25712725  0.35393176  0.19049227  0.40658202 -0.33763946
  0.04090416  0.69694134  0.40054684]
L2 term: [ 4.44285436e-07  6.96821813e-07  9.59164670e-07  5.16239204e-07
  1.10184829e-06 -9.15012100e-07  1.10851382e-07  1.88872993e-06
  1.08549278e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16393275  0.25710805  0.35393802  0.19054029  0.40660705 -0.33769586
  0.04091226  0.69697997  0.40054776]
L2 term: [ 4.44262194e-07  6.96769770e-07  9.59181632e-07  5.16369337e-07
  1.10191614e-06 -9.15164936e-07  1.10873320e-07  1.88883460e-06
  1.08549529e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16392423  0.25708898  0.35394422  0.19058814  0.4066319  -0.33775198
  0.04092029  0.69701823  0.40054867]
L2 term: [ 4.44239114e-07  6.96718090e-07  9.59198425e-07  5.16499012e-07
  1.10198347e-06 -9.15317014e-07  1.10895102e-07  1.88893828e-06
  1.08549776e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16391578  0.25707004  0.35395035  0.19063582  0.40665656 -0.33780782
  0.04092827  0.69705612  0.40054957]
L2 term: [ 4.44216196e-07  6.96666772e-07  9.59215048e-07  5.16628232e-07
  1.10205029e-06 -9.15468338e-07  1.10916728e-07  1.88904098e-06
  1.08550020e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16390738  0.25705123  0.35395643  0.19068333  0.40668103 -0.33786338
  0.0409362   0.69709365  0.40055046]
L2 term: [ 4.44193439e-07  6.96615813e-07  9.59231505e-07  5.16756999e-07
  1.10211661e-06 -9.15618912e-07  1.10938199e-07  1.88914269e-06
  1.08550260e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16389904  0.25703256  0.35396244  0.19073068  0.40670531 -0.33791867
  0.04094406  0.69713083  0.40055133]
L2 term: [ 4.44170840e-07  6.96565210e-07  9.59247797e-07  5.16885313e-07
  1.10218243e-06 -9.15768742e-07  1.10959517e-07  1.88924344e-06
  1.08550497e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16389076  0.25701402  0.35396839  0.19077786  0.40672942 -0.33797368
  0.04095187  0.69716765  0.4005522 ]
L2 term: [ 4.44148401e-07  6.96514962e-07  9.59263924e-07  5.17013178e-07
  1.10224774e-06 -9.15917832e-07  1.10980682e-07  1.88934322e-06
  1.08550731e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16388254  0.25699561  0.35397428  0.19082488  0.40675334 -0.33802842
  0.04095963  0.69720412  0.40055305]
L2 term: [ 4.44126119e-07  6.96465066e-07  9.59279889e-07  5.17140596e-07
  1.10231257e-06 -9.16066186e-07  1.11001695e-07  1.88944205e-06
  1.08550961e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16387437  0.25697733  0.35398011  0.19087173  0.40677708 -0.3380829
  0.04096732  0.69724023  0.40055389]
L2 term: [ 4.44103993e-07  6.96415520e-07  9.59295693e-07  5.17267567e-07
  1.10237691e-06 -9.16213809e-07  1.11022558e-07  1.88953993e-06
  1.08551188e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16386627  0.25695917  0.35398588  0.19091842  0.40680064 -0.3381371
  0.04097497  0.697276    0.40055471]
L2 term: [ 4.44082023e-07  6.96366322e-07  9.59311337e-07  5.17394094e-07
  1.10244076e-06 -9.16360705e-07  1.11043270e-07  1.88963687e-06
  1.08551413e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16385822  0.25694115  0.3539916   0.19096495  0.40682402 -0.33819104
  0.04098255  0.69731143  0.40055553]
L2 term: [ 4.44060209e-07  6.96317469e-07  9.59326823e-07  5.17520179e-07
  1.10250413e-06 -9.16506880e-07  1.11063834e-07  1.88973287e-06
  1.08551634e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16385022  0.25692325  0.35399725  0.19101131  0.40684723 -0.33824471
  0.04099009  0.69734651  0.40055633]
L2 term: [ 4.44038547e-07  6.96268959e-07  9.59342152e-07  5.17645824e-07
  1.10256702e-06 -9.16652337e-07  1.11084250e-07  1.88982795e-06
  1.08551852e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16384229  0.25690547  0.35400285  0.19105751  0.40687026 -0.33829812
  0.04099757  0.69738126  0.40055713]
L2 term: [ 4.44017039e-07  6.96220791e-07  9.59357326e-07  5.17771031e-07
  1.10262943e-06 -9.16797081e-07  1.11104519e-07  1.88992211e-06
  1.08552067e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16383441  0.25688782  0.3540084   0.19110355  0.40689312 -0.33835127
  0.04100499  0.69741567  0.40055791]
L2 term: [ 4.43995683e-07  6.96172961e-07  9.59372347e-07  5.17895801e-07
  1.10269138e-06 -9.16941117e-07  1.11124642e-07  1.89001536e-06
  1.08552279e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16382658  0.2568703   0.35401388  0.19114943  0.4069158  -0.33840416
  0.04101236  0.69744975  0.40055868]
L2 term: [ 4.43974478e-07  6.96125468e-07  9.59387214e-07  5.18020136e-07
  1.10275286e-06 -9.17084448e-07  1.11144619e-07  1.89010771e-06
  1.08552489e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16381881  0.2568529   0.35401931  0.19119515  0.40693832 -0.33845679
  0.04101968  0.69748349  0.40055945]
L2 term: [ 4.43953423e-07  6.96078310e-07  9.59401931e-07  5.18144039e-07
  1.10281387e-06 -9.17227079e-07  1.11164452e-07  1.89019916e-06
  1.08552695e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1638111   0.25683562  0.35402469  0.19124071  0.40696066 -0.33850917
  0.04102695  0.69751691  0.4005602 ]
L2 term: [ 4.43932518e-07  6.96031484e-07  9.59416498e-07  5.18267511e-07
  1.10287443e-06 -9.17369015e-07  1.11184142e-07  1.89028972e-06
  1.08552899e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16380344  0.25681846  0.35403001  0.19128611  0.40698284 -0.33856129
  0.04103416  0.69755     0.40056094]
L2 term: [ 4.43911761e-07  6.95984988e-07  9.59430916e-07  5.18390553e-07
  1.10293453e-06 -9.17510259e-07  1.11203690e-07  1.89037939e-06
  1.08553100e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16379583  0.25680142  0.35403527  0.19133136  0.40700485 -0.33861315
  0.04104132  0.69758276  0.40056167]
L2 term: [ 4.43891152e-07  6.95938820e-07  9.59445187e-07  5.18513168e-07
  1.10299418e-06 -9.17650816e-07  1.11223095e-07  1.89046819e-06
  1.08553298e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16378828  0.25678451  0.35404049  0.19137645  0.4070267  -0.33866476
  0.04104843  0.69761521  0.40056239]
L2 term: [ 4.43870689e-07  6.95892978e-07  9.59459313e-07  5.18635358e-07
  1.10305337e-06 -9.17790691e-07  1.11242361e-07  1.89055613e-06
  1.08553494e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16378079  0.25676771  0.35404565  0.19142138  0.40704838 -0.33871613
  0.04105549  0.69764734  0.40056311]
L2 term: [ 4.43850372e-07  6.95847460e-07  9.59473294e-07  5.18757124e-07
  1.10311213e-06 -9.17929886e-07  1.11261486e-07  1.89064319e-06
  1.08553687e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16377334  0.25675104  0.35405075  0.19146615  0.40706989 -0.33876724
  0.04106249  0.69767915  0.40056381]
L2 term: [ 4.43830199e-07  6.95802264e-07  9.59487132e-07  5.18878468e-07
  1.10317044e-06 -9.18068408e-07  1.11280473e-07  1.89072941e-06
  1.08553878e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16376595  0.25673448  0.35405581  0.19151078  0.40709125 -0.33881811
  0.04106945  0.69771065  0.4005645 ]
L2 term: [ 4.43810171e-07  6.95757388e-07  9.59500828e-07  5.18999392e-07
  1.10322831e-06 -9.18206258e-07  1.11299321e-07  1.89081477e-06
  1.08554066e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16375862  0.25671803  0.35406081  0.19155524  0.40711244 -0.33886873
  0.04107635  0.69774184  0.40056519]
L2 term: [ 4.43790286e-07  6.95712829e-07  9.59514383e-07  5.19119897e-07
  1.10328575e-06 -9.18343443e-07  1.11318033e-07  1.89089929e-06
  1.08554252e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16375133  0.25670171  0.35406576  0.19159955  0.40713348 -0.33891911
  0.04108321  0.69777272  0.40056587]
L2 term: [ 4.43770543e-07  6.95668586e-07  9.59527800e-07  5.19239986e-07
  1.10334276e-06 -9.18479965e-07  1.11336608e-07  1.89098298e-06
  1.08554435e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1637441   0.2566855   0.35407066  0.19164371  0.40715436 -0.33896924
  0.04109001  0.69780329  0.40056653]
L2 term: [ 4.43750942e-07  6.95624656e-07  9.59541078e-07  5.19359660e-07
  1.10339934e-06 -9.18615829e-07  1.11355048e-07  1.89106583e-06
  1.08554616e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16373692  0.2566694   0.35407551  0.19168772  0.40717508 -0.33901913
  0.04109677  0.69783356  0.40056719]
L2 term: [ 4.43731481e-07  6.95581038e-07  9.59554219e-07  5.19478920e-07
  1.10345549e-06 -9.18751039e-07  1.11373353e-07  1.89114787e-06
  1.08554795e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16372979  0.25665342  0.35408031  0.19173158  0.40719564 -0.33906879
  0.04110347  0.69786353  0.40056784]
L2 term: [ 4.43712159e-07  6.95537729e-07  9.59567225e-07  5.19597770e-07
  1.10351122e-06 -9.18885598e-07  1.11391524e-07  1.89122908e-06
  1.08554971e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16372271  0.25663755  0.35408506  0.19177528  0.40721605 -0.3391182
  0.04111013  0.6978932   0.40056849]
L2 term: [ 4.43692977e-07  6.95494727e-07  9.59580096e-07  5.19716210e-07
  1.10356654e-06 -9.19019512e-07  1.11409563e-07  1.89130949e-06
  1.08555145e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16371568  0.2566218   0.35408976  0.19181884  0.40723631 -0.33916738
  0.04111674  0.69792258  0.40056912]
L2 term: [ 4.43673932e-07  6.95452032e-07  9.59592835e-07  5.19834241e-07
  1.10362144e-06 -9.19152783e-07  1.11427470e-07  1.89138910e-06
  1.08555317e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1637087   0.25660616  0.35409441  0.19186224  0.40725642 -0.33921632
  0.0411233   0.69795166  0.40056975]
L2 term: [ 4.43655025e-07  6.95409639e-07  9.59605441e-07  5.19951867e-07
  1.10367592e-06 -9.19285415e-07  1.11445246e-07  1.89146791e-06
  1.08555487e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16370178  0.25659063  0.35409901  0.19190549  0.40727637 -0.33926503
  0.04112981  0.69798045  0.40057037]
L2 term: [ 4.43636253e-07  6.95367548e-07  9.59617917e-07  5.20069088e-07
  1.10373000e-06 -9.19417413e-07  1.11462892e-07  1.89154592e-06
  1.08555655e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1636949   0.2565752   0.35410357  0.1919486   0.40729618 -0.3393135
  0.04113627  0.69800894  0.40057098]
L2 term: [ 4.43617618e-07  6.95325757e-07  9.59630263e-07  5.20185907e-07
  1.10378368e-06 -9.19548781e-07  1.11480408e-07  1.89162316e-06
  1.08555820e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16368807  0.25655989  0.35410808  0.19199156  0.40731583 -0.33936174
  0.04114269  0.69803716  0.40057158]
L2 term: [ 4.43599116e-07  6.95284263e-07  9.59642480e-07  5.20302324e-07
  1.10383695e-06 -9.19679521e-07  1.11497795e-07  1.89169961e-06
  1.08555984e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1636813   0.25654469  0.35411254  0.19203437  0.40733534 -0.33940976
  0.04114906  0.69806508  0.40057218]
L2 term: [ 4.43580749e-07  6.95243064e-07  9.59654571e-07  5.20418342e-07
  1.10388982e-06 -9.19809639e-07  1.11515055e-07  1.89177529e-06
  1.08556145e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16367457  0.2565296   0.35411695  0.19207703  0.40735471 -0.33945754
  0.04115538  0.69809273  0.40057276]
L2 term: [ 4.43562514e-07  6.95202160e-07  9.59666535e-07  5.20533962e-07
  1.10394230e-06 -9.19939137e-07  1.11532188e-07  1.89185021e-06
  1.08556304e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16366789  0.25651461  0.35412132  0.19211955  0.40737393 -0.3395051
  0.04116165  0.69812009  0.40057334]
L2 term: [ 4.43544412e-07  6.95161547e-07  9.59678374e-07  5.20649186e-07
  1.10399438e-06 -9.20068019e-07  1.11549195e-07  1.89192437e-06
  1.08556462e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16366126  0.25649973  0.35412564  0.19216192  0.407393   -0.33955243
  0.04116788  0.69814718  0.40057392]
L2 term: [ 4.43526441e-07  6.95121224e-07  9.59690090e-07  5.20764016e-07
  1.10404608e-06 -9.20196290e-07  1.11566076e-07  1.89199777e-06
  1.08556618e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16365467  0.25648496  0.35412992  0.19220415  0.40741194 -0.33959954
  0.04117407  0.69817399  0.40057449]
L2 term: [ 4.43508600e-07  6.95081189e-07  9.59701683e-07  5.20878452e-07
  1.10409739e-06 -9.20323952e-07  1.11582833e-07  1.89207043e-06
  1.08556771e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16364814  0.25647029  0.35413415  0.19224623  0.40743073 -0.33964642
  0.0411802   0.69820052  0.40057505]
L2 term: [ 4.43490889e-07  6.95041440e-07  9.59713154e-07  5.20992498e-07
  1.10414831e-06 -9.20451010e-07  1.11599467e-07  1.89214234e-06
  1.08556923e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16364165  0.25645573  0.35413834  0.19228817  0.40744938 -0.33969309
  0.0411863   0.69822679  0.4005756 ]
L2 term: [ 4.43473307e-07  6.95001975e-07  9.59724504e-07  5.21106154e-07
  1.10419885e-06 -9.20577467e-07  1.11615977e-07  1.89221352e-06
  1.08557073e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16363521  0.25644127  0.35414249  0.19232997  0.40746789 -0.33973953
  0.04119234  0.69825278  0.40057615]
L2 term: [ 4.43455853e-07  6.94962793e-07  9.59735735e-07  5.21219423e-07
  1.10424902e-06 -9.20703327e-07  1.11632365e-07  1.89228396e-06
  1.08557222e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16362882  0.25642692  0.35414659  0.19237162  0.40748626 -0.33978575
  0.04119835  0.69827851  0.40057669]
L2 term: [ 4.43438526e-07  6.94923890e-07  9.59746848e-07  5.21332305e-07
  1.10429881e-06 -9.20828593e-07  1.11648632e-07  1.89235369e-06
  1.08557368e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16362247  0.25641266  0.35415064  0.19241313  0.4075045  -0.33983176
  0.0412043   0.69830397  0.40057722]
L2 term: [ 4.43421326e-07  6.94885267e-07  9.59757844e-07  5.21444802e-07
  1.10434823e-06 -9.20953269e-07  1.11664779e-07  1.89242269e-06
  1.08557513e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16361617  0.25639851  0.35415466  0.1924545   0.4075226  -0.33987755
  0.04121022  0.69832917  0.40057775]
L2 term: [ 4.43404251e-07  6.94846920e-07  9.59768723e-07  5.21556917e-07
  1.10439728e-06 -9.21077358e-07  1.11680806e-07  1.89249098e-06
  1.08557656e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16360991  0.25638447  0.35415863  0.19249573  0.40754056 -0.33992312
  0.04121609  0.69835411  0.40057827]
L2 term: [ 4.43387302e-07  6.94808848e-07  9.59779487e-07  5.21668650e-07
  1.10444597e-06 -9.21200864e-07  1.11696714e-07  1.89255856e-06
  1.08557798e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16360371  0.25637052  0.35416256  0.19253682  0.40755839 -0.33996848
  0.04122191  0.69837879  0.40057879]
L2 term: [ 4.43370476e-07  6.94771050e-07  9.59790136e-07  5.21780003e-07
  1.10449429e-06 -9.21323791e-07  1.11712503e-07  1.89262544e-06
  1.08557938e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16359754  0.25635667  0.35416645  0.19257777  0.40757609 -0.34001363
  0.0412277   0.69840321  0.4005793 ]
L2 term: [ 4.43353774e-07  6.94733522e-07  9.59800673e-07  5.21890978e-07
  1.10454225e-06 -9.21446142e-07  1.11728176e-07  1.89269163e-06
  1.08558076e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16359142  0.25634292  0.35417029  0.19261858  0.40759365 -0.34005856
  0.04123344  0.69842738  0.40057981]
L2 term: [ 4.43337194e-07  6.94696265e-07  9.59811097e-07  5.22001577e-07
  1.10458985e-06 -9.21567919e-07  1.11743732e-07  1.89275713e-06
  1.08558213e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16358535  0.25632927  0.3541741   0.19265925  0.40761109 -0.34010329
  0.04123913  0.69845129  0.4005803 ]
L2 term: [ 4.43320736e-07  6.94659275e-07  9.59821411e-07  5.22111800e-07
  1.10463710e-06 -9.21689128e-07  1.11759171e-07  1.89282194e-06
  1.08558348e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16357932  0.25631572  0.35417787  0.19269979  0.40762839 -0.34014781
  0.04124479  0.69847496  0.4005808 ]
L2 term: [ 4.43304399e-07  6.94622551e-07  9.59831614e-07  5.22221649e-07
  1.10468399e-06 -9.21809770e-07  1.11774496e-07  1.89288607e-06
  1.08558482e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16357334  0.25630227  0.35418159  0.19274019  0.40764557 -0.34019211
  0.0412504   0.69849837  0.40058129]
L2 term: [ 4.43288182e-07  6.94586091e-07  9.59841708e-07  5.22331127e-07
  1.10473054e-06 -9.21929850e-07  1.11789707e-07  1.89294952e-06
  1.08558614e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1635674   0.25628891  0.35418528  0.19278045  0.40766262 -0.34023622
  0.04125597  0.69852154  0.40058177]
L2 term: [ 4.43272085e-07  6.94549893e-07  9.59851694e-07  5.22440234e-07
  1.10477674e-06 -9.22049371e-07  1.11804804e-07  1.89301231e-06
  1.08558745e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1635615   0.25627565  0.35418892  0.19282057  0.40767954 -0.34028012
  0.0412615   0.69854447  0.40058225]
L2 term: [ 4.43256106e-07  6.94513957e-07  9.59861573e-07  5.22548972e-07
  1.10482260e-06 -9.22168336e-07  1.11819788e-07  1.89307443e-06
  1.08558874e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16355565  0.25626248  0.35419253  0.19286056  0.40769633 -0.34032381
  0.04126699  0.69856715  0.40058272]
L2 term: [ 4.43240246e-07  6.94478279e-07  9.59871345e-07  5.22657343e-07
  1.10486811e-06 -9.22286748e-07  1.11834660e-07  1.89313590e-06
  1.08559002e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16354984  0.25624941  0.35419609  0.19290041  0.407713   -0.3403673
  0.04127244  0.69858959  0.40058318]
L2 term: [ 4.43224502e-07  6.94442859e-07  9.59881012e-07  5.22765348e-07
  1.10491329e-06 -9.22404611e-07  1.11849420e-07  1.89319671e-06
  1.08559129e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16354408  0.25623644  0.35419962  0.19294013  0.40772955 -0.34041059
  0.04127784  0.69861179  0.40058365]
L2 term: [ 4.43208876e-07  6.94407694e-07  9.59890575e-07  5.22872989e-07
  1.10495813e-06 -9.22521928e-07  1.11864070e-07  1.89325688e-06
  1.08559254e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16353835  0.25622356  0.35420311  0.19297972  0.40774597 -0.34045368
  0.04128321  0.69863375  0.4005841 ]
L2 term: [ 4.43193364e-07  6.94372783e-07  9.59900035e-07  5.22980266e-07
  1.10500263e-06 -9.22638702e-07  1.11878610e-07  1.89331640e-06
  1.08559378e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16353267  0.25621077  0.35420657  0.19301917  0.40776227 -0.34049657
  0.04128853  0.69865548  0.40058456]
L2 term: [ 4.43177968e-07  6.94338124e-07  9.59909392e-07  5.23087183e-07
  1.10504681e-06 -9.22754937e-07  1.11893041e-07  1.89337528e-06
  1.08559500e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16352703  0.25619807  0.35420998  0.19305849  0.40777845 -0.34053926
  0.04129382  0.69867698  0.400585  ]
L2 term: [ 4.43162687e-07  6.94303716e-07  9.59918647e-07  5.23193739e-07
  1.10509065e-06 -9.22870635e-07  1.11907363e-07  1.89343354e-06
  1.08559622e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16352143  0.25618547  0.35421336  0.19309768  0.40779451 -0.34058176
  0.04129906  0.69869824  0.40058545]
L2 term: [ 4.43147518e-07  6.94269556e-07  9.59927802e-07  5.23299938e-07
  1.10513418e-06 -9.22985800e-07  1.11921578e-07  1.89349116e-06
  1.08559742e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16351588  0.25617295  0.3542167   0.19313673  0.40781045 -0.34062406
  0.04130427  0.69871927  0.40058589]
L2 term: [ 4.43132463e-07  6.94235644e-07  9.59936857e-07  5.23405779e-07
  1.10517737e-06 -9.23100434e-07  1.11935686e-07  1.89354817e-06
  1.08559861e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16351036  0.25616053  0.35422001  0.19317566  0.40782627 -0.34066617
  0.04130943  0.69874008  0.40058632]
L2 term: [ 4.43117519e-07  6.94201978e-07  9.59945813e-07  5.23511265e-07
  1.10522025e-06 -9.23214542e-07  1.11949687e-07  1.89360455e-06
  1.08559979e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16350489  0.2561482   0.35422327  0.19321445  0.40784198 -0.34070808
  0.04131456  0.69876066  0.40058675]
L2 term: [ 4.43102687e-07  6.94168555e-07  9.59954672e-07  5.23616397e-07
  1.10526281e-06 -9.23328126e-07  1.11963583e-07  1.89366033e-06
  1.08560095e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16349946  0.25613595  0.35422651  0.19325311  0.40785756 -0.3407498
  0.04131965  0.69878102  0.40058718]
L2 term: [ 4.43087966e-07  6.94135374e-07  9.59963433e-07  5.23721176e-07
  1.10530505e-06 -9.23441188e-07  1.11977373e-07  1.89371550e-06
  1.08560210e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16349407  0.2561238   0.3542297   0.19329165  0.40787304 -0.34079133
  0.0413247   0.69880115  0.4005876 ]
L2 term: [ 4.43073355e-07  6.94102434e-07  9.59972098e-07  5.23825604e-07
  1.10534698e-06 -9.23553733e-07  1.11991060e-07  1.89377006e-06
  1.08560325e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16348872  0.25611173  0.35423287  0.19333005  0.40788839 -0.34083267
  0.04132971  0.69882107  0.40058802]
L2 term: [ 4.43058853e-07  6.94069733e-07  9.59980668e-07  5.23929683e-07
  1.10538860e-06 -9.23665764e-07  1.12004643e-07  1.89382403e-06
  1.08560438e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16348341  0.25609975  0.35423599  0.19336833  0.40790364 -0.34087382
  0.04133469  0.69884076  0.40058843]
L2 term: [ 4.43044459e-07  6.94037270e-07  9.59989143e-07  5.24033413e-07
  1.10542991e-06 -9.23777282e-07  1.12018123e-07  1.89387740e-06
  1.08560550e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16347813  0.25608786  0.35423909  0.19340648  0.40791877 -0.34091478
  0.04133962  0.69886024  0.40058884]
L2 term: [ 4.43030174e-07  6.94005042e-07  9.59997525e-07  5.24136797e-07
  1.10547092e-06 -9.23888292e-07  1.12031501e-07  1.89393019e-06
  1.08560661e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1634729   0.25607605  0.35424215  0.1934445   0.40793379 -0.34095556
  0.04134452  0.6988795   0.40058924]
L2 term: [ 4.43015995e-07  6.93973049e-07  9.60005814e-07  5.24239836e-07
  1.10551162e-06 -9.23998796e-07  1.12044778e-07  1.89398239e-06
  1.08560771e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16346771  0.25606434  0.35424517  0.19348239  0.40794869 -0.34099615
  0.04134938  0.69889855  0.40058965]
L2 term: [ 4.43001923e-07  6.93941288e-07  9.60014011e-07  5.24342530e-07
  1.10555202e-06 -9.24108797e-07  1.12057954e-07  1.89403402e-06
  1.08560880e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16346256  0.2560527   0.35424816  0.19352016  0.40796349 -0.34103655
  0.04135421  0.69891739  0.40059004]
L2 term: [ 4.42987957e-07  6.93909758e-07  9.60022117e-07  5.24444882e-07
  1.10559211e-06 -9.24218298e-07  1.12071029e-07  1.89408507e-06
  1.08560988e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16345744  0.25604115  0.35425112  0.1935578   0.40797818 -0.34107677
  0.041359    0.69893602  0.40059044]
L2 term: [ 4.42974095e-07  6.93878458e-07  9.60030133e-07  5.24546893e-07
  1.10563192e-06 -9.24327302e-07  1.12084006e-07  1.89413555e-06
  1.08561094e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16345236  0.25602969  0.35425404  0.19359532  0.40799276 -0.34111681
  0.04136375  0.69895444  0.40059083]
L2 term: [ 4.42960339e-07  6.93847386e-07  9.60038059e-07  5.24648565e-07
  1.10567142e-06 -9.24435812e-07  1.12096883e-07  1.89418546e-06
  1.08561200e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16344733  0.2560183   0.35425694  0.19363271  0.40800723 -0.34115667
  0.04136847  0.69897265  0.40059122]
L2 term: [ 4.42946686e-07  6.93816541e-07  9.60045896e-07  5.24749897e-07
  1.10571064e-06 -9.24543831e-07  1.12109662e-07  1.89423482e-06
  1.08561305e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16344233  0.256007    0.3542598   0.19366998  0.40802159 -0.34119635
  0.04137315  0.69899066  0.4005916 ]
L2 term: [ 4.42933136e-07  6.93785920e-07  9.60053646e-07  5.24850893e-07
  1.10574957e-06 -9.24651362e-07  1.12122344e-07  1.89428362e-06
  1.08561409e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16343736  0.25599579  0.35426262  0.19370712  0.40803585 -0.34123585
  0.04137779  0.69900846  0.40059198]
L2 term: [ 4.42919688e-07  6.93755523e-07  9.60061308e-07  5.24951554e-07
  1.10578820e-06 -9.24758406e-07  1.12134929e-07  1.89433187e-06
  1.08561513e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16343244  0.25598465  0.35426542  0.19374414  0.40805    -0.34127517
  0.0413824   0.69902606  0.40059236]
L2 term: [ 4.42906342e-07  6.93725348e-07  9.60068884e-07  5.25051880e-07
  1.10582656e-06 -9.24864969e-07  1.12147418e-07  1.89437958e-06
  1.08561615e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16342755  0.2559736   0.35426818  0.19378104  0.40806405 -0.34131432
  0.04138697  0.69904347  0.40059273]
L2 term: [ 4.42893097e-07  6.93695393e-07  9.60076375e-07  5.25151874e-07
  1.10586462e-06 -9.24971051e-07  1.12159812e-07  1.89442674e-06
  1.08561716e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1634227   0.25596263  0.35427092  0.19381782  0.40807799 -0.34135329
  0.04139151  0.69906067  0.4005931 ]
L2 term: [ 4.42879953e-07  6.93665657e-07  9.60083781e-07  5.25251536e-07
  1.10590241e-06 -9.25076656e-07  1.12172110e-07  1.89447336e-06
  1.08561817e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16341789  0.25595174  0.35427362  0.19385447  0.40809183 -0.34139208
  0.04139601  0.69907768  0.40059347]
L2 term: [ 4.42866908e-07  6.93636139e-07  9.60091102e-07  5.25350867e-07
  1.10593992e-06 -9.25181786e-07  1.12184315e-07  1.89451945e-06
  1.08561917e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16341311  0.25594092  0.35427629  0.193891    0.40810557 -0.3414307
  0.04140048  0.69909449  0.40059384]
L2 term: [ 4.42853963e-07  6.93606837e-07  9.60098341e-07  5.25449871e-07
  1.10597715e-06 -9.25286445e-07  1.12196425e-07  1.89456501e-06
  1.08562015e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16340837  0.25593019  0.35427893  0.19392741  0.40811921 -0.34146914
  0.04140492  0.69911111  0.4005942 ]
L2 term: [ 4.42841115e-07  6.93577749e-07  9.60105497e-07  5.25548546e-07
  1.10601411e-06 -9.25390635e-07  1.12208443e-07  1.89461005e-06
  1.08562113e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16340367  0.25591953  0.35428154  0.1939637   0.40813274 -0.34150742
  0.04140932  0.69912754  0.40059456]
L2 term: [ 4.42828366e-07  6.93548874e-07  9.60112571e-07  5.25646896e-07
  1.10605079e-06 -9.25494359e-07  1.12220368e-07  1.89465457e-06
  1.08562211e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.163399    0.25590896  0.35428412  0.19399988  0.40814618 -0.34154552
  0.04141368  0.69914377  0.40059491]
L2 term: [ 4.42815714e-07  6.93520211e-07  9.60119565e-07  5.25744920e-07
  1.10608720e-06 -9.25597619e-07  1.12232202e-07  1.89469857e-06
  1.08562307e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16339437  0.25589846  0.35428667  0.19403593  0.40815951 -0.34158345
  0.04141802  0.69915982  0.40059527]
L2 term: [ 4.42803158e-07  6.93491759e-07  9.60126478e-07  5.25842622e-07
  1.10612335e-06 -9.25700418e-07  1.12243945e-07  1.89474205e-06
  1.08562403e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16338977  0.25588804  0.35428919  0.19407186  0.40817275 -0.34162122
  0.04142232  0.69917568  0.40059562]
L2 term: [ 4.42790699e-07  6.93463515e-07  9.60133311e-07  5.25940001e-07
  1.10615922e-06 -9.25802759e-07  1.12255597e-07  1.89478503e-06
  1.08562498e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16338521  0.25587769  0.35429168  0.19410767  0.4081859  -0.34165881
  0.04142658  0.69919135  0.40059597]
L2 term: [ 4.42778334e-07  6.93435478e-07  9.60140066e-07  5.26037059e-07
  1.10619484e-06 -9.25904644e-07  1.12267159e-07  1.89482751e-06
  1.08562592e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16338068  0.25586742  0.35429415  0.19414337  0.40819894 -0.34169624
  0.04143082  0.69920684  0.40059631]
L2 term: [ 4.42766064e-07  6.93407648e-07  9.60146742e-07  5.26133798e-07
  1.10623019e-06 -9.26006076e-07  1.12278632e-07  1.89486949e-06
  1.08562686e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16337618  0.25585723  0.35429658  0.19417895  0.40821189 -0.3417335
  0.04143502  0.69922215  0.40059665]
L2 term: [ 4.42753889e-07  6.93380022e-07  9.60153341e-07  5.26230218e-07
  1.10626528e-06 -9.26107058e-07  1.12290016e-07  1.89491097e-06
  1.08562779e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16337173  0.25584711  0.35429899  0.19421441  0.40822474 -0.3417706
  0.04143918  0.69923727  0.40059699]
L2 term: [ 4.42741806e-07  6.93352599e-07  9.60159864e-07  5.26326321e-07
  1.10630011e-06 -9.26207592e-07  1.12301313e-07  1.89495196e-06
  1.08562871e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1633673   0.25583706  0.35430137  0.19424976  0.4082375  -0.34180753
  0.04144332  0.69925222  0.40059733]
L2 term: [ 4.42729816e-07  6.93325378e-07  9.60166310e-07  5.26422109e-07
  1.10633469e-06 -9.26307681e-07  1.12312521e-07  1.89499246e-06
  1.08562963e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16336291  0.25582709  0.35430372  0.19428499  0.40825016 -0.3418443
  0.04144742  0.69926698  0.40059767]
L2 term: [ 4.42717919e-07  6.93298358e-07  9.60172681e-07  5.26517582e-07
  1.10636901e-06 -9.26407326e-07  1.12323643e-07  1.89503248e-06
  1.08563053e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16335856  0.2558172   0.35430604  0.1943201   0.40826273 -0.34188091
  0.0414515   0.69928157  0.400598  ]
L2 term: [ 4.42706113e-07  6.93271536e-07  9.60178977e-07  5.26612742e-07
  1.10640308e-06 -9.26506532e-07  1.12334679e-07  1.89507202e-06
  1.08563144e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16335423  0.25580737  0.35430834  0.1943551   0.40827521 -0.34191736
  0.04145554  0.69929599  0.40059833]
L2 term: [ 4.42694398e-07  6.93244913e-07  9.60185199e-07  5.26707591e-07
  1.10643689e-06 -9.26605300e-07  1.12345629e-07  1.89511108e-06
  1.08563233e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16334994  0.25579762  0.35431061  0.19438999  0.4082876  -0.34195364
  0.04145955  0.69931023  0.40059866]
L2 term: [ 4.42682773e-07  6.93218485e-07  9.60191348e-07  5.26802128e-07
  1.10647046e-06 -9.26703632e-07  1.12356494e-07  1.89514967e-06
  1.08563322e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16334569  0.25578794  0.35431285  0.19442476  0.4082999  -0.34198977
  0.04146352  0.6993243   0.40059899]
L2 term: [ 4.42671239e-07  6.93192253e-07  9.60197424e-07  5.26896356e-07
  1.10650378e-06 -9.26801532e-07  1.12367274e-07  1.89518780e-06
  1.08563411e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16334146  0.25577833  0.35431506  0.19445941  0.4083121  -0.34202573
  0.04146747  0.69933819  0.40059931]
L2 term: [ 4.42659793e-07  6.93166215e-07  9.60203428e-07  5.26990276e-07
  1.10653686e-06 -9.26899001e-07  1.12377971e-07  1.89522546e-06
  1.08563499e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16333727  0.2557688   0.35431725  0.19449396  0.40832422 -0.34206154
  0.04147139  0.69935192  0.40059963]
L2 term: [ 4.42648436e-07  6.93140369e-07  9.60209361e-07  5.27083889e-07
  1.10656969e-06 -9.26996043e-07  1.12388584e-07  1.89526266e-06
  1.08563586e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16333311  0.25575933  0.35431942  0.19452839  0.40833624 -0.34209719
  0.04147527  0.69936548  0.40059995]
L2 term: [ 4.42637166e-07  6.93114713e-07  9.60215222e-07  5.27177197e-07
  1.10660229e-06 -9.27092659e-07  1.12399114e-07  1.89529940e-06
  1.08563673e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16332899  0.25574993  0.35432155  0.1945627   0.40834818 -0.34213269
  0.04147913  0.69937887  0.40060027]
L2 term: [ 4.42625985e-07  6.93089248e-07  9.60221014e-07  5.27270199e-07
  1.10663464e-06 -9.27188851e-07  1.12409562e-07  1.89533569e-06
  1.08563759e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16332489  0.25574061  0.35432367  0.19459691  0.40836003 -0.34216803
  0.04148295  0.6993921   0.40060059]
L2 term: [ 4.42614890e-07  6.93063971e-07  9.60226737e-07  5.27362899e-07
  1.10666676e-06 -9.27284624e-07  1.12419929e-07  1.89537153e-06
  1.08563844e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16332083  0.25573135  0.35432575  0.194631    0.4083718  -0.34220321
  0.04148675  0.69940516  0.4006009 ]
L2 term: [ 4.42603881e-07  6.93038882e-07  9.60232390e-07  5.27455297e-07
  1.10669864e-06 -9.27379978e-07  1.12430214e-07  1.89540693e-06
  1.08563929e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1633168   0.25572216  0.35432781  0.19466499  0.40838347 -0.34223824
  0.04149051  0.69941806  0.40060121]
L2 term: [ 4.42592958e-07  6.93013978e-07  9.60237976e-07  5.27547393e-07
  1.10673028e-06 -9.27474915e-07  1.12440419e-07  1.89544189e-06
  1.08564014e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1633128   0.25571304  0.35432985  0.19469886  0.40839507 -0.34227312
  0.04149425  0.69943079  0.40060152]
L2 term: [ 4.42582120e-07  6.92989259e-07  9.60243493e-07  5.27639191e-07
  1.10676170e-06 -9.27569440e-07  1.12450543e-07  1.89547640e-06
  1.08564098e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16330883  0.25570398  0.35433186  0.19473262  0.40840657 -0.34230785
  0.04149796  0.69944337  0.40060183]
L2 term: [ 4.42571366e-07  6.92964723e-07  9.60248944e-07  5.27730689e-07
  1.10679288e-06 -9.27663553e-07  1.12460589e-07  1.89551049e-06
  1.08564182e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1633049   0.255695    0.35433385  0.19476628  0.408418   -0.34234243
  0.04150163  0.69945579  0.40060214]
L2 term: [ 4.42560697e-07  6.92940370e-07  9.60254328e-07  5.27821891e-07
  1.10682383e-06 -9.27757257e-07  1.12470555e-07  1.89554414e-06
  1.08564265e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16330099  0.25568608  0.35433581  0.19479982  0.40842933 -0.34237685
  0.04150528  0.69946805  0.40060244]
L2 term: [ 4.42550110e-07  6.92916197e-07  9.60259647e-07  5.27912796e-07
  1.10685456e-06 -9.27850554e-07  1.12480443e-07  1.89557736e-06
  1.08564347e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16329711  0.25567722  0.35433775  0.19483326  0.40844059 -0.34241113
  0.0415089   0.69948015  0.40060274]
L2 term: [ 4.42539607e-07  6.92892204e-07  9.60264900e-07  5.28003407e-07
  1.10688507e-06 -9.27943447e-07  1.12490253e-07  1.89561016e-06
  1.08564429e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16329327  0.25566844  0.35433966  0.19486658  0.40845176 -0.34244526
  0.04151249  0.6994921   0.40060305]
L2 term: [ 4.42529186e-07  6.92868389e-07  9.60270089e-07  5.28093724e-07
  1.10691534e-06 -9.28035938e-07  1.12499986e-07  1.89564255e-06
  1.08564511e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16328945  0.25565971  0.35434155  0.1948998   0.40846285 -0.34247924
  0.04151606  0.69950389  0.40060335]
L2 term: [ 4.42518846e-07  6.92844752e-07  9.60275213e-07  5.28183748e-07
  1.10694540e-06 -9.28128029e-07  1.12509642e-07  1.89567451e-06
  1.08564593e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16328567  0.25565106  0.35434342  0.19493291  0.40847386 -0.34251308
  0.04151959  0.69951554  0.40060364]
L2 term: [ 4.42508588e-07  6.92821290e-07  9.60280275e-07  5.28273481e-07
  1.10697524e-06 -9.28219722e-07  1.12519222e-07  1.89570606e-06
  1.08564673e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16328191  0.25564246  0.35434527  0.19496592  0.40848479 -0.34254677
  0.0415231   0.69952703  0.40060394]
L2 term: [ 4.42498410e-07  6.92798003e-07  9.60285273e-07  5.28362924e-07
  1.10700486e-06 -9.28311020e-07  1.12528726e-07  1.89573721e-06
  1.08564754e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16327819  0.25563393  0.35434709  0.19499882  0.40849564 -0.34258031
  0.04152658  0.69953837  0.40060424]
L2 term: [ 4.42488313e-07  6.92774890e-07  9.60290209e-07  5.28452077e-07
  1.10703426e-06 -9.28401925e-07  1.12538155e-07  1.89576794e-06
  1.08564834e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16327449  0.25562547  0.35434889  0.19503161  0.40850641 -0.34261371
  0.04153003  0.69954956  0.40060453]
L2 term: [ 4.42478295e-07  6.92751949e-07  9.60295084e-07  5.28540943e-07
  1.10706345e-06 -9.28492439e-07  1.12547509e-07  1.89579827e-06
  1.08564914e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16327082  0.25561707  0.35435066  0.19506429  0.4085171  -0.34264697
  0.04153346  0.69956061  0.40060482]
L2 term: [ 4.42468356e-07  6.92729179e-07  9.60299897e-07  5.28629522e-07
  1.10709242e-06 -9.28582563e-07  1.12556790e-07  1.89582821e-06
  1.08564993e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16326718  0.25560873  0.35435242  0.19509687  0.40852772 -0.34268008
  0.04153685  0.69957151  0.40060511]
L2 term: [ 4.42458495e-07  6.92706579e-07  9.60304649e-07  5.28717815e-07
  1.10712118e-06 -9.28672301e-07  1.12565996e-07  1.89585775e-06
  1.08565072e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16326357  0.25560045  0.35435415  0.19512935  0.40853825 -0.34271305
  0.04154022  0.69958226  0.4006054 ]
L2 term: [ 4.42448712e-07  6.92684148e-07  9.60309342e-07  5.28805824e-07
  1.10714974e-06 -9.28761655e-07  1.12575130e-07  1.89588689e-06
  1.08565150e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16325999  0.25559224  0.35435586  0.19516172  0.40854871 -0.34274588
  0.04154357  0.69959287  0.40060569]
L2 term: [ 4.42439007e-07  6.92661885e-07  9.60313975e-07  5.28893549e-07
  1.10717808e-06 -9.28850626e-07  1.12584190e-07  1.89591564e-06
  1.08565228e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16325644  0.25558408  0.35435754  0.19519399  0.40855909 -0.34277857
  0.04154688  0.69960334  0.40060598]
L2 term: [ 4.42429379e-07  6.92639788e-07  9.60318549e-07  5.28980992e-07
  1.10720621e-06 -9.28939217e-07  1.12593179e-07  1.89594401e-06
  1.08565306e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16325292  0.25557599  0.35435921  0.19522615  0.4085694  -0.34281112
  0.04155017  0.69961367  0.40060627]
L2 term: [ 4.42419827e-07  6.92617856e-07  9.60323064e-07  5.29068154e-07
  1.10723414e-06 -9.29027430e-07  1.12602096e-07  1.89597200e-06
  1.08565384e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16324942  0.25556796  0.35436086  0.19525821  0.40857963 -0.34284353
  0.04155344  0.69962385  0.40060655]
L2 term: [ 4.42410351e-07  6.92596089e-07  9.60327522e-07  5.29155036e-07
  1.10726187e-06 -9.29115266e-07  1.12610942e-07  1.89599960e-06
  1.08565461e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16324595  0.25555998  0.35436248  0.19529016  0.40858979 -0.34287581
  0.04155668  0.6996339   0.40060683]
L2 term: [ 4.42400950e-07  6.92574485e-07  9.60331922e-07  5.29241639e-07
  1.10728939e-06 -9.29202728e-07  1.12619718e-07  1.89602683e-06
  1.08565537e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16324251  0.25555207  0.35436408  0.19532202  0.40859987 -0.34290794
  0.04155989  0.69964381  0.40060712]
L2 term: [ 4.42391624e-07  6.92553042e-07  9.60336265e-07  5.29327964e-07
  1.10731672e-06 -9.29289819e-07  1.12628423e-07  1.89605369e-06
  1.08565614e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1632391   0.25554422  0.35436566  0.19535377  0.40860988 -0.34293994
  0.04156307  0.69965358  0.4006074 ]
L2 term: [ 4.42382372e-07  6.92531761e-07  9.60340552e-07  5.29414012e-07
  1.10734384e-06 -9.29376540e-07  1.12637059e-07  1.89608017e-06
  1.08565690e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16323571  0.25553643  0.35436722  0.19538542  0.40861981 -0.34297181
  0.04156624  0.69966322  0.40060768]
L2 term: [ 4.42373194e-07  6.92510639e-07  9.60344783e-07  5.29499785e-07
  1.10737077e-06 -9.29462892e-07  1.12645625e-07  1.89610629e-06
  1.08565766e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16323235  0.25552869  0.35436877  0.19541697  0.40862968 -0.34300354
  0.04156937  0.69967272  0.40060795]
L2 term: [ 4.42364089e-07  6.92489676e-07  9.60348959e-07  5.29585283e-07
  1.10739750e-06 -9.29548879e-07  1.12654123e-07  1.89613204e-06
  1.08565841e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16322902  0.25552101  0.35437029  0.19544842  0.40863947 -0.34303513
  0.04157248  0.69968209  0.40060823]
L2 term: [ 4.42355057e-07  6.92468870e-07  9.60353080e-07  5.29670507e-07
  1.10742403e-06 -9.29634502e-07  1.12662552e-07  1.89615743e-06
  1.08565917e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16322571  0.25551339  0.35437179  0.19547976  0.40864919 -0.34306659
  0.04157557  0.69969133  0.40060851]
L2 term: [ 4.42346098e-07  6.92448221e-07  9.60357146e-07  5.29755459e-07
  1.10745037e-06 -9.29719763e-07  1.12670914e-07  1.89618247e-06
  1.08565992e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16322243  0.25550583  0.35437327  0.19551101  0.40865884 -0.34309792
  0.04157863  0.69970044  0.40060878]
L2 term: [ 4.42337210e-07  6.92427727e-07  9.60361159e-07  5.29840140e-07
  1.10747652e-06 -9.29804665e-07  1.12679209e-07  1.89620714e-06
  1.08566066e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16321918  0.25549833  0.35437473  0.19554216  0.40866842 -0.34312912
  0.04158166  0.69970941  0.40060906]
L2 term: [ 4.42328394e-07  6.92407387e-07  9.60365118e-07  5.29924550e-07
  1.10750248e-06 -9.29889208e-07  1.12687437e-07  1.89623147e-06
  1.08566141e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16321595  0.25549088  0.35437617  0.19557321  0.40867792 -0.34316018
  0.04158468  0.69971826  0.40060933]
L2 term: [ 4.42319648e-07  6.92387201e-07  9.60369024e-07  5.30008691e-07
  1.10752825e-06 -9.29973395e-07  1.12695598e-07  1.89625545e-06
  1.08566215e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16321275  0.25548348  0.35437759  0.19560416  0.40868736 -0.34319112
  0.04158766  0.69972698  0.40060961]
L2 term: [ 4.42310973e-07  6.92367166e-07  9.60372879e-07  5.30092564e-07
  1.10755383e-06 -9.30057229e-07  1.12703694e-07  1.89627908e-06
  1.08566289e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16320957  0.25547615  0.354379    0.19563501  0.40869674 -0.34322192
  0.04159063  0.69973557  0.40060988]
L2 term: [ 4.42302367e-07  6.92347283e-07  9.60376681e-07  5.30176169e-07
  1.10757923e-06 -9.30140710e-07  1.12711725e-07  1.89630237e-06
  1.08566363e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16320642  0.25546887  0.35438038  0.19566576  0.40870604 -0.3432526
  0.04159357  0.69974404  0.40061015]
L2 term: [ 4.42293831e-07  6.92327549e-07  9.60380431e-07  5.30259509e-07
  1.10760444e-06 -9.30223841e-07  1.12719690e-07  1.89632531e-06
  1.08566436e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1632033   0.25546164  0.35438174  0.19569641  0.40871527 -0.34328314
  0.04159648  0.69975238  0.40061042]
L2 term: [ 4.42285364e-07  6.92307965e-07  9.60384131e-07  5.30342583e-07
  1.10762947e-06 -9.30306624e-07  1.12727591e-07  1.89634792e-06
  1.08566509e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1632002   0.25545447  0.35438309  0.19572697  0.40872444 -0.34331356
  0.04159937  0.6997606   0.40061069]
L2 term: [ 4.42276965e-07  6.92288528e-07  9.60387780e-07  5.30425393e-07
  1.10765431e-06 -9.30389061e-07  1.12735428e-07  1.89637020e-06
  1.08566582e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16319713  0.25544735  0.35438442  0.19575743  0.40873354 -0.34334386
  0.04160224  0.6997687   0.40061096]
L2 term: [ 4.42268634e-07  6.92269239e-07  9.60391379e-07  5.30507941e-07
  1.10767898e-06 -9.30471153e-07  1.12743201e-07  1.89639214e-06
  1.08566655e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16319408  0.25544029  0.35438573  0.19578779  0.40874258 -0.34337402
  0.04160509  0.69977668  0.40061122]
L2 term: [ 4.42260371e-07  6.92250095e-07  9.60394929e-07  5.30590226e-07
  1.10770346e-06 -9.30552903e-07  1.12750912e-07  1.89641375e-06
  1.08566727e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16319105  0.25543327  0.35438702  0.19581806  0.40875155 -0.34340406
  0.04160791  0.69978453  0.40061149]
L2 term: [ 4.42252175e-07  6.92231096e-07  9.60398429e-07  5.30672250e-07
  1.10772777e-06 -9.30634312e-07  1.12758559e-07  1.89643504e-06
  1.08566800e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16318805  0.25542632  0.35438829  0.19584823  0.40876045 -0.34343398
  0.04161071  0.69979227  0.40061176]
L2 term: [ 4.42244045e-07  6.92212241e-07  9.60401881e-07  5.30754014e-07
  1.10775190e-06 -9.30715382e-07  1.12766145e-07  1.89645601e-06
  1.08566872e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16318508  0.25541941  0.35438955  0.19587831  0.40876929 -0.34346377
  0.04161348  0.69979988  0.40061202]
L2 term: [ 4.42235982e-07  6.92193529e-07  9.60405285e-07  5.30835519e-07
  1.10777586e-06 -9.30796114e-07  1.12773668e-07  1.89647665e-06
  1.08566944e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16318213  0.25541256  0.35439079  0.19590829  0.40877807 -0.34349343
  0.04161624  0.69980738  0.40061229]
L2 term: [ 4.42227984e-07  6.92174959e-07  9.60408640e-07  5.30916767e-07
  1.10779964e-06 -9.30876512e-07  1.12781130e-07  1.89649698e-06
  1.08567016e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1631792   0.25540576  0.35439201  0.19593817  0.40878678 -0.34352298
  0.04161897  0.69981477  0.40061255]
L2 term: [ 4.42220051e-07  6.92156529e-07  9.60411949e-07  5.30997757e-07
  1.10782325e-06 -9.30956576e-07  1.12788532e-07  1.89651699e-06
  1.08567087e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1631763   0.25539901  0.35439321  0.19596796  0.40879543 -0.3435524
  0.04162168  0.69982204  0.40061281]
L2 term: [ 4.42212183e-07  6.92138240e-07  9.60415210e-07  5.31078491e-07
  1.10784669e-06 -9.31036309e-07  1.12795872e-07  1.89653668e-06
  1.08567159e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16317342  0.25539231  0.3543944   0.19599766  0.40880401 -0.3435817
  0.04162436  0.69982919  0.40061308]
L2 term: [ 4.42204379e-07  6.92120089e-07  9.60418425e-07  5.31158970e-07
  1.10786996e-06 -9.31115712e-07  1.12803153e-07  1.89655607e-06
  1.08567230e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16317056  0.25538567  0.35439557  0.19602726  0.40881254 -0.34361088
  0.04162703  0.69983623  0.40061334]
L2 term: [ 4.42196639e-07  6.92102076e-07  9.60421594e-07  5.31239196e-07
  1.10789306e-06 -9.31194786e-07  1.12810374e-07  1.89657515e-06
  1.08567301e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16316773  0.25537907  0.35439672  0.19605677  0.408821   -0.34363993
  0.04162967  0.69984316  0.4006136 ]
L2 term: [ 4.42188963e-07  6.92084200e-07  9.60424717e-07  5.31319168e-07
  1.10791599e-06 -9.31273534e-07  1.12817536e-07  1.89659393e-06
  1.08567372e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16316492  0.25537252  0.35439786  0.19608619  0.4088294  -0.34366887
  0.04163229  0.69984998  0.40061386]
L2 term: [ 4.42181349e-07  6.92066461e-07  9.60427795e-07  5.31398888e-07
  1.10793875e-06 -9.31351958e-07  1.12824639e-07  1.89661240e-06
  1.08567442e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16316213  0.25536603  0.35439898  0.19611551  0.40883774 -0.34369769
  0.04163489  0.69985668  0.40061412]
L2 term: [ 4.42173798e-07  6.92048856e-07  9.60430828e-07  5.31478357e-07
  1.10796135e-06 -9.31430059e-07  1.12831684e-07  1.89663058e-06
  1.08567513e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16315937  0.25535958  0.35440008  0.19614475  0.40884602 -0.34372639
  0.04163747  0.69986328  0.40061438]
L2 term: [ 4.42166309e-07  6.92031385e-07  9.60433816e-07  5.31557576e-07
  1.10798379e-06 -9.31507839e-07  1.12838670e-07  1.89664846e-06
  1.08567583e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16315663  0.25535318  0.35440116  0.19617389  0.40885424 -0.34375498
  0.04164003  0.69986977  0.40061464]
L2 term: [ 4.42158882e-07  6.92014048e-07  9.60436761e-07  5.31636545e-07
  1.10800607e-06 -9.31585299e-07  1.12845600e-07  1.89666604e-06
  1.08567653e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16315391  0.25534683  0.35440224  0.19620293  0.4088624  -0.34378344
  0.04164256  0.69987615  0.4006149 ]
L2 term: [ 4.42151516e-07  6.91996843e-07  9.60439662e-07  5.31715267e-07
  1.10802818e-06 -9.31662442e-07  1.12852472e-07  1.89668333e-06
  1.08567724e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16315121  0.25534053  0.35440329  0.19623189  0.4088705  -0.34381179
  0.04164508  0.69988242  0.40061516]
L2 term: [ 4.42144210e-07  6.91979769e-07  9.60442520e-07  5.31793741e-07
  1.10805013e-06 -9.31739269e-07  1.12859287e-07  1.89670034e-06
  1.08567793e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16314854  0.25533428  0.35440433  0.19626076  0.40887854 -0.34384002
  0.04164757  0.69988859  0.40061542]
L2 term: [ 4.42136966e-07  6.91962825e-07  9.60445335e-07  5.31871969e-07
  1.10807193e-06 -9.31815781e-07  1.12866046e-07  1.89671705e-06
  1.08567863e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16314589  0.25532808  0.35440535  0.19628953  0.40888652 -0.34386814
  0.04165004  0.69989466  0.40061567]
L2 term: [ 4.42129781e-07  6.91946011e-07  9.60448108e-07  5.31949951e-07
  1.10809356e-06 -9.31891981e-07  1.12872749e-07  1.89673349e-06
  1.08567933e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16314326  0.25532192  0.35440636  0.19631822  0.40889445 -0.34389614
  0.0416525   0.69990062  0.40061593]
L2 term: [ 4.42122655e-07  6.91929326e-07  9.60450838e-07  5.32027689e-07
  1.10811504e-06 -9.31967870e-07  1.12879396e-07  1.89674964e-06
  1.08568003e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16314065  0.25531581  0.35440735  0.19634681  0.40890232 -0.34392403
  0.04165493  0.69990647  0.40061619]
L2 term: [ 4.42115589e-07  6.91912768e-07  9.60453527e-07  5.32105184e-07
  1.10813637e-06 -9.32043450e-07  1.12885988e-07  1.89676551e-06
  1.08568072e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16313807  0.25530975  0.35440833  0.19637532  0.40891013 -0.34395181
  0.04165734  0.69991223  0.40061644]
L2 term: [ 4.42108581e-07  6.91896337e-07  9.60456175e-07  5.32182435e-07
  1.10815754e-06 -9.32118722e-07  1.12892526e-07  1.89678110e-06
  1.08568141e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1631355   0.25530373  0.35440929  0.19640374  0.40891789 -0.34397947
  0.04165973  0.69991788  0.4006167 ]
L2 term: [ 4.42101632e-07  6.91880031e-07  9.60458782e-07  5.32259446e-07
  1.10817856e-06 -9.32193687e-07  1.12899009e-07  1.89679642e-06
  1.08568211e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16313296  0.25529776  0.35441024  0.19643206  0.40892559 -0.34400702
  0.04166211  0.69992343  0.40061695]
L2 term: [ 4.42094741e-07  6.91863851e-07  9.60461348e-07  5.32336215e-07
  1.10819942e-06 -9.32268349e-07  1.12905438e-07  1.89681147e-06
  1.08568280e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16313044  0.25529184  0.35441117  0.1964603   0.40893323 -0.34403446
  0.04166446  0.69992889  0.40061721]
L2 term: [ 4.42087907e-07  6.91847795e-07  9.60463874e-07  5.32412745e-07
  1.10822014e-06 -9.32342708e-07  1.12911814e-07  1.89682625e-06
  1.08568349e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16312794  0.25528596  0.35441209  0.19648845  0.40894082 -0.34406179
  0.04166679  0.69993424  0.40061746]
L2 term: [ 4.42081130e-07  6.91831862e-07  9.60466361e-07  5.32489036e-07
  1.10824070e-06 -9.32416765e-07  1.12918136e-07  1.89684076e-06
  1.08568417e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16312546  0.25528012  0.35441299  0.19651652  0.40894835 -0.344089
  0.04166911  0.6999395   0.40061771]
L2 term: [ 4.42074410e-07  6.91816052e-07  9.60468808e-07  5.32565088e-07
  1.10826112e-06 -9.32490523e-07  1.12924406e-07  1.89685500e-06
  1.08568486e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.163123    0.25527433  0.35441388  0.19654449  0.40895583 -0.34411611
  0.0416714   0.69994466  0.40061797]
L2 term: [ 4.42067746e-07  6.91800363e-07  9.60471216e-07  5.32640904e-07
  1.10828139e-06 -9.32563983e-07  1.12930623e-07  1.89686899e-06
  1.08568555e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16312056  0.25526859  0.35441475  0.19657238  0.40896326 -0.34414311
  0.04167367  0.69994972  0.40061822]
L2 term: [ 4.42061138e-07  6.91784794e-07  9.60473586e-07  5.32716483e-07
  1.10830151e-06 -9.32637146e-07  1.12936788e-07  1.89688271e-06
  1.08568624e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16311814  0.25526289  0.35441561  0.19660018  0.40897063 -0.34417
  0.04167593  0.69995469  0.40061847]
L2 term: [ 4.42054586e-07  6.91769346e-07  9.60475917e-07  5.32791827e-07
  1.10832149e-06 -9.32710014e-07  1.12942901e-07  1.89689617e-06
  1.08568692e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16311574  0.25525723  0.35441646  0.1966279   0.40897795 -0.34419678
  0.04167817  0.69995956  0.40061873]
L2 term: [ 4.42048088e-07  6.91754016e-07  9.60478210e-07  5.32866937e-07
  1.10834132e-06 -9.32782589e-07  1.12948963e-07  1.89690938e-06
  1.08568761e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16311337  0.25525162  0.35441729  0.19665553  0.40898521 -0.34422345
  0.04168039  0.69996434  0.40061898]
L2 term: [ 4.42041645e-07  6.91738805e-07  9.60480466e-07  5.32941813e-07
  1.10836101e-06 -9.32854872e-07  1.12954974e-07  1.89692234e-06
  1.08568829e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16311101  0.25524605  0.35441811  0.19668307  0.40899243 -0.34425001
  0.04168258  0.69996903  0.40061923]
L2 term: [ 4.42035257e-07  6.91723710e-07  9.60482684e-07  5.33016457e-07
  1.10838056e-06 -9.32926865e-07  1.12960934e-07  1.89693504e-06
  1.08568897e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16310867  0.25524052  0.35441892  0.19671053  0.40899959 -0.34427647
  0.04168477  0.69997363  0.40061948]
L2 term: [ 4.42028923e-07  6.91708733e-07  9.60484866e-07  5.33090868e-07
  1.10839997e-06 -9.32998569e-07  1.12966844e-07  1.89694749e-06
  1.08568965e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16310635  0.25523504  0.35441971  0.1967379   0.4090067  -0.34430282
  0.04168693  0.69997813  0.40061973]
L2 term: [ 4.42022642e-07  6.91693870e-07  9.60487011e-07  5.33165049e-07
  1.10841924e-06 -9.33069986e-07  1.12972705e-07  1.89695970e-06
  1.08569033e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16310406  0.2552296   0.35442049  0.19676519  0.40901376 -0.34432907
  0.04168907  0.69998254  0.40061998]
L2 term: [ 4.42016414e-07  6.91679123e-07  9.60489120e-07  5.33239000e-07
  1.10843837e-06 -9.33141117e-07  1.12978515e-07  1.89697166e-06
  1.08569101e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16310178  0.2552242   0.35442125  0.19679239  0.40902077 -0.34435521
  0.0416912   0.69998687  0.40062024]
L2 term: [ 4.42010239e-07  6.91664490e-07  9.60491193e-07  5.33312722e-07
  1.10845736e-06 -9.33211964e-07  1.12984277e-07  1.89698338e-06
  1.08569169e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16309952  0.25521884  0.354422    0.19681951  0.40902772 -0.34438125
  0.04169331  0.6999911   0.40062049]
L2 term: [ 4.42004117e-07  6.91649969e-07  9.60493230e-07  5.33386215e-07
  1.10847622e-06 -9.33282528e-07  1.12989990e-07  1.89699486e-06
  1.08569237e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16309728  0.25521352  0.35442274  0.19684655  0.40903463 -0.34440719
  0.0416954   0.69999525  0.40062074]
L2 term: [ 4.41998046e-07  6.91635562e-07  9.60495232e-07  5.33459481e-07
  1.10849494e-06 -9.33352811e-07  1.12995654e-07  1.89700610e-06
  1.08569305e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16309506  0.25520825  0.35442347  0.1968735   0.40904149 -0.34443302
  0.04169747  0.69999931  0.40062099]
L2 term: [ 4.41992027e-07  6.91621265e-07  9.60497199e-07  5.33532520e-07
  1.10851352e-06 -9.33422814e-07  1.13001270e-07  1.89701710e-06
  1.08569373e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16309286  0.25520301  0.35442418  0.19690037  0.4090483  -0.34445875
  0.04169952  0.70000329  0.40062124]
L2 term: [ 4.41986060e-07  6.91607080e-07  9.60499132e-07  5.33605334e-07
  1.10853197e-06 -9.33492538e-07  1.13006839e-07  1.89702787e-06
  1.08569441e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16309067  0.25519782  0.35442488  0.19692715  0.40905506 -0.34448437
  0.04170156  0.70000717  0.40062149]
L2 term: [ 4.41980144e-07  6.91593005e-07  9.60501031e-07  5.33677922e-07
  1.10855029e-06 -9.33561986e-07  1.13012360e-07  1.89703841e-06
  1.08569508e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16308851  0.25519267  0.35442557  0.19695386  0.40906177 -0.3445099
  0.04170358  0.70001098  0.40062174]
L2 term: [ 4.41974278e-07  6.91579038e-07  9.60502895e-07  5.33750287e-07
  1.10856848e-06 -9.33631157e-07  1.13017834e-07  1.89704872e-06
  1.08569576e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16308636  0.25518755  0.35442624  0.19698048  0.40906843 -0.34453532
  0.04170558  0.7000147   0.40062198]
L2 term: [ 4.41968462e-07  6.91565181e-07  9.60504726e-07  5.33822428e-07
  1.10858653e-06 -9.33700055e-07  1.13023261e-07  1.89705880e-06
  1.08569644e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16308423  0.25518248  0.35442691  0.19700701  0.40907505 -0.34456064
  0.04170757  0.70001833  0.40062223]
L2 term: [ 4.41962696e-07  6.91551431e-07  9.60506524e-07  5.33894347e-07
  1.10860446e-06 -9.33768680e-07  1.13028642e-07  1.89706865e-06
  1.08569711e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16308213  0.25517744  0.35442756  0.19703347  0.40908161 -0.34458587
  0.04170954  0.70002189  0.40062248]
L2 term: [ 4.41956980e-07  6.91537788e-07  9.60508289e-07  5.33966045e-07
  1.10862226e-06 -9.33837034e-07  1.13033977e-07  1.89707828e-06
  1.08569779e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16308003  0.25517245  0.3544282   0.19705985  0.40908813 -0.34461099
  0.04171149  0.70002536  0.40062273]
L2 term: [ 4.41951313e-07  6.91524251e-07  9.60510021e-07  5.34037521e-07
  1.10863993e-06 -9.33905118e-07  1.13039266e-07  1.89708769e-06
  1.08569846e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16307796  0.25516749  0.35442882  0.19708614  0.40909461 -0.34463601
  0.04171342  0.70002875  0.40062298]
L2 term: [ 4.41945695e-07  6.91510819e-07  9.60511721e-07  5.34108778e-07
  1.10865747e-06 -9.33972933e-07  1.13044510e-07  1.89709688e-06
  1.08569913e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16307591  0.25516257  0.35442944  0.19711235  0.40910103 -0.34466094
  0.04171534  0.70003206  0.40062323]
L2 term: [ 4.41940125e-07  6.91497492e-07  9.60513388e-07  5.34179816e-07
  1.10867489e-06 -9.34040482e-07  1.13049708e-07  1.89710584e-06
  1.08569981e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16307387  0.2551577   0.35443004  0.19713848  0.40910741 -0.34468577
  0.04171724  0.70003529  0.40062348]
L2 term: [ 4.41934603e-07  6.91484269e-07  9.60515024e-07  5.34250635e-07
  1.10869218e-06 -9.34107764e-07  1.13054862e-07  1.89711460e-06
  1.08570048e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16307185  0.25515285  0.35443064  0.19716454  0.40911375 -0.34471049
  0.04171913  0.70003844  0.40062373]
L2 term: [ 4.41929129e-07  6.91471150e-07  9.60516629e-07  5.34321237e-07
  1.10870935e-06 -9.34174782e-07  1.13059972e-07  1.89712314e-06
  1.08570115e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16306985  0.25514805  0.35443122  0.19719051  0.40912004 -0.34473513
  0.041721    0.70004151  0.40062397]
L2 term: [ 4.41923703e-07  6.91458132e-07  9.60518202e-07  5.34391622e-07
  1.10872639e-06 -9.34241538e-07  1.13065037e-07  1.89713146e-06
  1.08570183e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16306786  0.25514328  0.35443179  0.1972164   0.40912628 -0.34475966
  0.04172285  0.7000445   0.40062422]
L2 term: [ 4.41918323e-07  6.91445217e-07  9.60519744e-07  5.34461792e-07
  1.10874331e-06 -9.34308031e-07  1.13070059e-07  1.89713958e-06
  1.08570250e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16306589  0.25513856  0.35443234  0.19724221  0.40913248 -0.3447841
  0.04172469  0.70004742  0.40062447]
L2 term: [ 4.41912990e-07  6.91432402e-07  9.60521256e-07  5.34531746e-07
  1.10876012e-06 -9.34374264e-07  1.13075037e-07  1.89714749e-06
  1.08570317e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16306394  0.25513386  0.35443289  0.19726795  0.40913864 -0.34480845
  0.04172651  0.70005026  0.40062472]
L2 term: [ 4.41907704e-07  6.91419688e-07  9.60522738e-07  5.34601486e-07
  1.10877680e-06 -9.34440238e-07  1.13079972e-07  1.89715519e-06
  1.08570384e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16306201  0.25512921  0.35443343  0.1972936   0.40914475 -0.3448327
  0.04172831  0.70005303  0.40062497]
L2 term: [ 4.41902464e-07  6.91407073e-07  9.60524190e-07  5.34671013e-07
  1.10879336e-06 -9.34505955e-07  1.13084864e-07  1.89716268e-06
  1.08570451e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16306009  0.25512459  0.35443395  0.19731918  0.40915082 -0.34485685
  0.0417301   0.70005572  0.40062521]
L2 term: [ 4.41897270e-07  6.91394557e-07  9.60525611e-07  5.34740327e-07
  1.10880980e-06 -9.34571415e-07  1.13089714e-07  1.89716998e-06
  1.08570518e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16305819  0.25512001  0.35443446  0.19734468  0.40915684 -0.34488091
  0.04173188  0.70005834  0.40062546]
L2 term: [ 4.41892121e-07  6.91382139e-07  9.60527004e-07  5.34809429e-07
  1.10882613e-06 -9.34636620e-07  1.13094521e-07  1.89717707e-06
  1.08570585e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16305631  0.25511546  0.35443497  0.1973701   0.40916282 -0.34490488
  0.04173364  0.70006088  0.40062571]
L2 term: [ 4.41887017e-07  6.91369819e-07  9.60528367e-07  5.34878320e-07
  1.10884233e-06 -9.34701571e-07  1.13099287e-07  1.89718396e-06
  1.08570652e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16305444  0.25511095  0.35443546  0.19739544  0.40916876 -0.34492875
  0.04173538  0.70006335  0.40062595]
L2 term: [ 4.41881958e-07  6.91357595e-07  9.60529702e-07  5.34947001e-07
  1.10885843e-06 -9.34766270e-07  1.13104011e-07  1.89719066e-06
  1.08570720e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16305259  0.25510648  0.35443594  0.19742071  0.40917466 -0.34495253
  0.04173711  0.70006575  0.4006262 ]
L2 term: [ 4.41876943e-07  6.91345467e-07  9.60531008e-07  5.35015472e-07
  1.10887440e-06 -9.34830717e-07  1.13108694e-07  1.89719716e-06
  1.08570787e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16305076  0.25510204  0.35443641  0.1974459   0.40918051 -0.34497622
  0.04173882  0.70006808  0.40062645]
L2 term: [ 4.41871972e-07  6.91333435e-07  9.60532285e-07  5.35083734e-07
  1.10889027e-06 -9.34894915e-07  1.13113336e-07  1.89720347e-06
  1.08570854e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16304894  0.25509763  0.35443687  0.19747101  0.40918632 -0.34499982
  0.04174052  0.70007034  0.4006267 ]
L2 term: [ 4.41867046e-07  6.91321497e-07  9.60533535e-07  5.35151789e-07
  1.10890602e-06 -9.34958864e-07  1.13117937e-07  1.89720958e-06
  1.08570921e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16304714  0.25509326  0.35443733  0.19749605  0.40919209 -0.34502333
  0.0417422   0.70007252  0.40062694]
L2 term: [ 4.41862162e-07  6.91309654e-07  9.60534756e-07  5.35219636e-07
  1.10892165e-06 -9.35022565e-07  1.13122498e-07  1.89721551e-06
  1.08570987e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16304535  0.25508893  0.35443777  0.197521    0.40919782 -0.34504674
  0.04174387  0.70007464  0.40062719]
L2 term: [ 4.41857322e-07  6.91297904e-07  9.60535950e-07  5.35287276e-07
  1.10893718e-06 -9.35086021e-07  1.13127018e-07  1.89722124e-06
  1.08571054e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16304358  0.25508462  0.3544382   0.19754589  0.40920351 -0.34507007
  0.04174552  0.70007669  0.40062744]
L2 term: [ 4.41852525e-07  6.91286246e-07  9.60537117e-07  5.35354711e-07
  1.10895259e-06 -9.35149231e-07  1.13131499e-07  1.89722679e-06
  1.08571121e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16304183  0.25508036  0.35443862  0.1975707   0.40920915 -0.3450933
  0.04174716  0.70007866  0.40062768]
L2 term: [ 4.41847770e-07  6.91274680e-07  9.60538257e-07  5.35421941e-07
  1.10896790e-06 -9.35212198e-07  1.13135940e-07  1.89723215e-06
  1.08571188e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16304009  0.25507612  0.35443903  0.19759543  0.40921476 -0.34511645
  0.04174879  0.70008058  0.40062793]
L2 term: [ 4.41843058e-07  6.91263206e-07  9.60539370e-07  5.35488967e-07
  1.10898309e-06 -9.35274922e-07  1.13140343e-07  1.89723733e-06
  1.08571255e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16303837  0.25507192  0.35443943  0.19762009  0.40922033 -0.3451395
  0.0417504   0.70008242  0.40062818]
L2 term: [ 4.41838388e-07  6.91251823e-07  9.60540457e-07  5.35555789e-07
  1.10899818e-06 -9.35337405e-07  1.13144706e-07  1.89724233e-06
  1.08571322e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16303666  0.25506776  0.35443982  0.19764467  0.40922586 -0.34516247
  0.04175199  0.7000842   0.40062843]
L2 term: [ 4.41833759e-07  6.91240529e-07  9.60541517e-07  5.35622408e-07
  1.10901316e-06 -9.35399648e-07  1.13149030e-07  1.89724715e-06
  1.08571389e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16303496  0.25506362  0.3544402   0.19766918  0.40923134 -0.34518535
  0.04175357  0.70008591  0.40062867]
L2 term: [ 4.41829171e-07  6.91229325e-07  9.60542552e-07  5.35688826e-07
  1.10902803e-06 -9.35461652e-07  1.13153317e-07  1.89725179e-06
  1.08571456e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16303329  0.25505952  0.35444057  0.19769361  0.40923679 -0.34520814
  0.04175514  0.70008756  0.40062892]
L2 term: [ 4.41824625e-07  6.91218210e-07  9.60543560e-07  5.35755042e-07
  1.10904279e-06 -9.35523419e-07  1.13157565e-07  1.89725625e-06
  1.08571523e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16303162  0.25505545  0.35444094  0.19771797  0.4092422  -0.34523085
  0.0417567   0.70008914  0.40062917]
L2 term: [ 4.41820119e-07  6.91207182e-07  9.60544543e-07  5.35821058e-07
  1.10905746e-06 -9.35584949e-07  1.13161775e-07  1.89726054e-06
  1.08571590e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16302998  0.25505141  0.35444129  0.19774226  0.40924757 -0.34525346
  0.04175823  0.70009066  0.40062941]
L2 term: [ 4.41815654e-07  6.91196242e-07  9.60545501e-07  5.35886873e-07
  1.10907201e-06 -9.35646244e-07  1.13165948e-07  1.89726466e-06
  1.08571657e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16302834  0.25504741  0.35444163  0.19776647  0.40925291 -0.345276
  0.04175976  0.70009211  0.40062966]
L2 term: [ 4.41811229e-07  6.91185389e-07  9.60546434e-07  5.35952490e-07
  1.10908646e-06 -9.35707305e-07  1.13170084e-07  1.89726860e-06
  1.08571724e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16302673  0.25504344  0.35444197  0.19779061  0.4092582  -0.34529844
  0.04176127  0.70009351  0.40062991]
L2 term: [ 4.41806843e-07  6.91174623e-07  9.60547342e-07  5.36017908e-07
  1.10910081e-06 -9.35768132e-07  1.13174182e-07  1.89727237e-06
  1.08571790e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16302512  0.25503949  0.3544423   0.19781467  0.40926346 -0.3453208
  0.04176277  0.70009484  0.40063015]
L2 term: [ 4.41802498e-07  6.91163942e-07  9.60548226e-07  5.36083129e-07
  1.10911506e-06 -9.35828728e-07  1.13178244e-07  1.89727598e-06
  1.08571857e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16302353  0.25503558  0.35444261  0.19783867  0.40926868 -0.34534308
  0.04176426  0.7000961   0.4006304 ]
L2 term: [ 4.41798191e-07  6.91153345e-07  9.60549085e-07  5.36148153e-07
  1.10912921e-06 -9.35889094e-07  1.13182270e-07  1.89727941e-06
  1.08571924e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16302196  0.25503171  0.35444292  0.19786259  0.40927386 -0.34536527
  0.04176573  0.70009731  0.40063065]
L2 term: [ 4.41793924e-07  6.91142834e-07  9.60549920e-07  5.36212981e-07
  1.10914325e-06 -9.35949230e-07  1.13186259e-07  1.89728268e-06
  1.08571991e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1630204   0.25502786  0.35444322  0.19788644  0.40927901 -0.34538737
  0.04176719  0.70009846  0.40063089]
L2 term: [ 4.41789695e-07  6.91132405e-07  9.60550732e-07  5.36277613e-07
  1.10915720e-06 -9.36009137e-07  1.13190213e-07  1.89728579e-06
  1.08572058e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16301885  0.25502404  0.35444351  0.19791022  0.40928411 -0.34540939
  0.04176863  0.70009954  0.40063114]
L2 term: [ 4.41785504e-07  6.91122061e-07  9.60551520e-07  5.36342050e-07
  1.10917104e-06 -9.36068818e-07  1.13194131e-07  1.89728874e-06
  1.08572125e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16301732  0.25502025  0.35444379  0.19793392  0.40928919 -0.34543133
  0.04177007  0.70010057  0.40063139]
L2 term: [ 4.41781352e-07  6.91111798e-07  9.60552284e-07  5.36406293e-07
  1.10918479e-06 -9.36128272e-07  1.13198013e-07  1.89729152e-06
  1.08572192e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1630158   0.2550165   0.35444407  0.19795756  0.40929422 -0.34545319
  0.04177149  0.70010154  0.40063163]
L2 term: [ 4.41777238e-07  6.91101618e-07  9.60553026e-07  5.36470343e-07
  1.10919844e-06 -9.36187501e-07  1.13201861e-07  1.89729414e-06
  1.08572259e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1630143   0.25501277  0.35444433  0.19798112  0.40929922 -0.34547496
  0.04177289  0.70010245  0.40063188]
L2 term: [ 4.41773161e-07  6.91091519e-07  9.60553744e-07  5.36534201e-07
  1.10921199e-06 -9.36246507e-07  1.13205673e-07  1.89729661e-06
  1.08572325e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16301281  0.25500907  0.35444459  0.19800461  0.40930419 -0.34549665
  0.04177429  0.7001033   0.40063213]
L2 term: [ 4.41769121e-07  6.91081501e-07  9.60554440e-07  5.36597866e-07
  1.10922545e-06 -9.36305290e-07  1.13209452e-07  1.89729892e-06
  1.08572392e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16301133  0.25500541  0.35444484  0.19802803  0.40930912 -0.34551826
  0.04177567  0.7001041   0.40063237]
L2 term: [ 4.41765119e-07  6.91071563e-07  9.60555113e-07  5.36661340e-07
  1.10923881e-06 -9.36363851e-07  1.13213195e-07  1.89730107e-06
  1.08572459e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16300987  0.25500177  0.35444508  0.19805139  0.40931401 -0.34553979
  0.04177704  0.70010483  0.40063262]
L2 term: [ 4.41761153e-07  6.91061704e-07  9.60555764e-07  5.36724623e-07
  1.10925207e-06 -9.36422191e-07  1.13216905e-07  1.89730308e-06
  1.08572526e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16300842  0.25499816  0.35444531  0.19807467  0.40931888 -0.34556124
  0.04177839  0.70010552  0.40063287]
L2 term: [ 4.41757224e-07  6.91051925e-07  9.60556393e-07  5.36787716e-07
  1.10926524e-06 -9.36480312e-07  1.13220581e-07  1.89730492e-06
  1.08572593e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16300698  0.25499458  0.35444553  0.19809788  0.4093237  -0.3455826
  0.04177974  0.70010614  0.40063312]
L2 term: [ 4.41753331e-07  6.91042224e-07  9.60557000e-07  5.36850621e-07
  1.10927832e-06 -9.36538215e-07  1.13224223e-07  1.89730662e-06
  1.08572660e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16300556  0.25499103  0.35444575  0.19812102  0.40932849 -0.34560389
  0.04178107  0.70010672  0.40063336]
L2 term: [ 4.41749474e-07  6.91032601e-07  9.60557586e-07  5.36913336e-07
  1.10929131e-06 -9.36595900e-07  1.13227832e-07  1.89730817e-06
  1.08572727e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16300415  0.25498751  0.35444596  0.19814409  0.40933325 -0.34562509
  0.04178239  0.70010723  0.40063361]
L2 term: [ 4.41745652e-07  6.91023056e-07  9.60558150e-07  5.36975864e-07
  1.10930420e-06 -9.36653369e-07  1.13231408e-07  1.89730957e-06
  1.08572794e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16300275  0.25498401  0.35444616  0.1981671   0.40933797 -0.34564622
  0.0417837   0.7001077   0.40063386]
L2 term: [ 4.41741866e-07  6.91013587e-07  9.60558693e-07  5.37038204e-07
  1.10931700e-06 -9.36710623e-07  1.13234952e-07  1.89731083e-06
  1.08572861e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16300136  0.25498055  0.35444635  0.19819003  0.40934266 -0.34566727
  0.04178499  0.70010811  0.4006341 ]
L2 term: [ 4.41738116e-07  6.91004194e-07  9.60559215e-07  5.37100358e-07
  1.10932971e-06 -9.36767663e-07  1.13238462e-07  1.89731194e-06
  1.08572928e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16299999  0.25497711  0.35444654  0.1982129   0.40934732 -0.34568824
  0.04178628  0.70010846  0.40063435]
L2 term: [ 4.41734400e-07  6.90994877e-07  9.60559716e-07  5.37162326e-07
  1.10934233e-06 -9.36824490e-07  1.13241941e-07  1.89731291e-06
  1.08572995e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16299864  0.2549737   0.35444671  0.1982357   0.40935194 -0.34570913
  0.04178755  0.70010877  0.4006346 ]
L2 term: [ 4.41730718e-07  6.90985636e-07  9.60560197e-07  5.37224109e-07
  1.10935486e-06 -9.36881104e-07  1.13245387e-07  1.89731373e-06
  1.08573062e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16299729  0.25497032  0.35444688  0.19825843  0.40935654 -0.34572994
  0.04178881  0.70010902  0.40063484]
L2 term: [ 4.41727071e-07  6.90976469e-07  9.60560657e-07  5.37285707e-07
  1.10936731e-06 -9.36937508e-07  1.13248801e-07  1.89731441e-06
  1.08573129e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16299596  0.25496696  0.35444704  0.19828109  0.40936109 -0.34575068
  0.04179006  0.70010922  0.40063509]
L2 term: [ 4.41723459e-07  6.90967375e-07  9.60561097e-07  5.37347122e-07
  1.10937966e-06 -9.36993701e-07  1.13252184e-07  1.89731496e-06
  1.08573196e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16299464  0.25496363  0.3544472   0.19830368  0.40936562 -0.34577133
  0.04179129  0.70010937  0.40063534]
L2 term: [ 4.41719880e-07  6.90958356e-07  9.60561517e-07  5.37408353e-07
  1.10939193e-06 -9.37049686e-07  1.13255535e-07  1.89731537e-06
  1.08573263e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16299333  0.25496033  0.35444735  0.19832621  0.40937012 -0.34579192
  0.04179252  0.70010947  0.40063559]
L2 term: [ 4.41716334e-07  6.90949409e-07  9.60561918e-07  5.37469401e-07
  1.10940411e-06 -9.37105462e-07  1.13258856e-07  1.89731563e-06
  1.08573330e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16299203  0.25495706  0.35444749  0.19834867  0.40937458 -0.34581242
  0.04179373  0.70010952  0.40063583]
L2 term: [ 4.41712823e-07  6.90940535e-07  9.60562299e-07  5.37530268e-07
  1.10941620e-06 -9.37161031e-07  1.13262145e-07  1.89731577e-06
  1.08573397e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16299075  0.25495381  0.35444762  0.19837106  0.40937901 -0.34583285
  0.04179493  0.70010952  0.40063608]
L2 term: [ 4.41709344e-07  6.90931733e-07  9.60562660e-07  5.37590953e-07
  1.10942821e-06 -9.37216395e-07  1.13265404e-07  1.89731577e-06
  1.08573464e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16298948  0.25495059  0.35444775  0.19839339  0.40938341 -0.3458532
  0.04179613  0.70010947  0.40063633]
L2 term: [ 4.41705898e-07  6.90923002e-07  9.60563002e-07  5.37651458e-07
  1.10944013e-06 -9.37271553e-07  1.13268632e-07  1.89731563e-06
  1.08573531e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16298822  0.25494739  0.35444787  0.19841565  0.40938778 -0.34587348
  0.04179731  0.70010937  0.40063658]
L2 term: [ 4.41702485e-07  6.90914342e-07  9.60563326e-07  5.37711782e-07
  1.10945197e-06 -9.37326508e-07  1.13271830e-07  1.89731537e-06
  1.08573598e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16298697  0.25494422  0.35444798  0.19843784  0.40939211 -0.34589368
  0.04179847  0.70010923  0.40063682]
L2 term: [ 4.41699104e-07  6.90905752e-07  9.60563630e-07  5.37771928e-07
  1.10946373e-06 -9.37381260e-07  1.13274998e-07  1.89731497e-06
  1.08573665e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16298573  0.25494108  0.35444808  0.19845997  0.40939642 -0.34591381
  0.04179963  0.70010903  0.40063707]
L2 term: [ 4.41695755e-07  6.90897232e-07  9.60563916e-07  5.37831894e-07
  1.10947540e-06 -9.37435809e-07  1.13278137e-07  1.89731445e-06
  1.08573732e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16298451  0.25493796  0.35444818  0.19848203  0.4094007  -0.34593387
  0.04180078  0.70010879  0.40063732]
L2 term: [ 4.41692438e-07  6.90888782e-07  9.60564183e-07  5.37891683e-07
  1.10948699e-06 -9.37490157e-07  1.13281246e-07  1.89731380e-06
  1.08573799e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629833   0.25493487  0.35444828  0.19850403  0.40940494 -0.34595385
  0.04180192  0.7001085   0.40063757]
L2 term: [ 4.41689153e-07  6.90880400e-07  9.60564433e-07  5.37951294e-07
  1.10949849e-06 -9.37544306e-07  1.13284325e-07  1.89731302e-06
  1.08573866e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629821   0.2549318   0.35444836  0.19852596  0.40940916 -0.34597376
  0.04180304  0.70010817  0.40063781]
L2 term: [ 4.41685899e-07  6.90872087e-07  9.60564664e-07  5.38010728e-07
  1.10950992e-06 -9.37598255e-07  1.13287376e-07  1.89731212e-06
  1.08573933e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16298091  0.25492876  0.35444844  0.19854782  0.40941335 -0.34599359
  0.04180416  0.70010779  0.40063806]
L2 term: [ 4.41682677e-07  6.90863842e-07  9.60564877e-07  5.38069985e-07
  1.10952127e-06 -9.37652006e-07  1.13290397e-07  1.89731109e-06
  1.08574000e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16297973  0.25492574  0.35444851  0.19856963  0.4094175  -0.34601335
  0.04180526  0.70010737  0.40063831]
L2 term: [ 4.41679485e-07  6.90855663e-07  9.60565072e-07  5.38129068e-07
  1.10953253e-06 -9.37705560e-07  1.13293390e-07  1.89730994e-06
  1.08574067e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16297856  0.25492275  0.35444858  0.19859136  0.40942163 -0.34603304
  0.04180635  0.7001069   0.40063856]
L2 term: [ 4.41676325e-07  6.90847552e-07  9.60565251e-07  5.38187975e-07
  1.10954372e-06 -9.37758917e-07  1.13296354e-07  1.89730867e-06
  1.08574135e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16297741  0.25491978  0.35444864  0.19861304  0.40942573 -0.34605266
  0.04180744  0.70010638  0.4006388 ]
L2 term: [ 4.41673194e-07  6.90839507e-07  9.60565411e-07  5.38246708e-07
  1.10955483e-06 -9.37812079e-07  1.13299291e-07  1.89730727e-06
  1.08574202e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16297626  0.25491683  0.35444869  0.19863464  0.4094298  -0.3460722
  0.04180851  0.70010583  0.40063905]
L2 term: [ 4.41670094e-07  6.90831528e-07  9.60565555e-07  5.38305267e-07
  1.10956585e-06 -9.37865047e-07  1.13302199e-07  1.89730576e-06
  1.08574269e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16297513  0.25491391  0.35444874  0.19865619  0.40943384 -0.34609168
  0.04180957  0.70010523  0.4006393 ]
L2 term: [ 4.41667024e-07  6.90823615e-07  9.60565681e-07  5.38363653e-07
  1.10957681e-06 -9.37917821e-07  1.13305079e-07  1.89730413e-06
  1.08574336e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16297401  0.25491102  0.35444878  0.19867767  0.40943785 -0.34611108
  0.04181063  0.70010458  0.40063955]
L2 term: [ 4.41663984e-07  6.90815766e-07  9.60565791e-07  5.38421866e-07
  1.10958768e-06 -9.37970402e-07  1.13307932e-07  1.89730239e-06
  1.08574403e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629729   0.25490815  0.35444881  0.19869909  0.40944184 -0.34613041
  0.04181167  0.70010389  0.4006398 ]
L2 term: [ 4.41660974e-07  6.90807982e-07  9.60565884e-07  5.38479907e-07
  1.10959848e-06 -9.38022792e-07  1.13310758e-07  1.89730052e-06
  1.08574470e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629718   0.2549053   0.35444884  0.19872044  0.40944579 -0.34614967
  0.0418127   0.70010316  0.40064004]
L2 term: [ 4.41657993e-07  6.90800261e-07  9.60565960e-07  5.38537778e-07
  1.10960920e-06 -9.38074991e-07  1.13313556e-07  1.89729855e-06
  1.08574538e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16297071  0.25490247  0.35444886  0.19874173  0.40944972 -0.34616886
  0.04181372  0.70010239  0.40064029]
L2 term: [ 4.41655041e-07  6.90792605e-07  9.60566021e-07  5.38595477e-07
  1.10961984e-06 -9.38127001e-07  1.13316327e-07  1.89729646e-06
  1.08574605e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16296963  0.25489967  0.35444888  0.19876296  0.40945362 -0.34618798
  0.04181474  0.70010158  0.40064054]
L2 term: [ 4.41652118e-07  6.90785011e-07  9.60566065e-07  5.38653006e-07
  1.10963042e-06 -9.38178821e-07  1.13319072e-07  1.89729426e-06
  1.08574672e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16296856  0.25489689  0.35444889  0.19878412  0.4094575  -0.34620704
  0.04181574  0.70010073  0.40064079]
L2 term: [ 4.41649223e-07  6.90777480e-07  9.60566093e-07  5.38710366e-07
  1.10964091e-06 -9.38230453e-07  1.13321790e-07  1.89729194e-06
  1.08574739e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16296751  0.25489413  0.35444889  0.19880523  0.40946134 -0.34622602
  0.04181673  0.70009983  0.40064104]
L2 term: [ 4.41646357e-07  6.90770011e-07  9.60566105e-07  5.38767556e-07
  1.10965133e-06 -9.38281898e-07  1.13324482e-07  1.89728952e-06
  1.08574807e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16296646  0.2548914   0.35444889  0.19882627  0.40946516 -0.34624493
  0.04181772  0.7000989   0.40064128]
L2 term: [ 4.41643520e-07  6.90762603e-07  9.60566102e-07  5.38824579e-07
  1.10966168e-06 -9.38333157e-07  1.13327147e-07  1.89728699e-06
  1.08574874e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16296542  0.25488869  0.35444888  0.19884725  0.40946895 -0.34626378
  0.04181869  0.70009792  0.40064153]
L2 term: [ 4.41640710e-07  6.90755257e-07  9.60566083e-07  5.38881433e-07
  1.10967196e-06 -9.38384230e-07  1.13329787e-07  1.89728435e-06
  1.08574941e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629644   0.254886    0.35444887  0.19886817  0.40947272 -0.34628256
  0.04181966  0.70009691  0.40064178]
L2 term: [ 4.41637929e-07  6.90747972e-07  9.60566049e-07  5.38938121e-07
  1.10968216e-06 -9.38435119e-07  1.13332401e-07  1.89728160e-06
  1.08575008e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16296338  0.25488334  0.35444885  0.19888902  0.40947646 -0.34630127
  0.04182061  0.70009586  0.40064203]
L2 term: [ 4.41635175e-07  6.90740747e-07  9.60565999e-07  5.38994641e-07
  1.10969230e-06 -9.38485824e-07  1.13334989e-07  1.89727875e-06
  1.08575076e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16296237  0.25488069  0.35444883  0.19890982  0.40948017 -0.34631991
  0.04182156  0.70009477  0.40064228]
L2 term: [ 4.41632448e-07  6.90733582e-07  9.60565935e-07  5.39050996e-07
  1.10970236e-06 -9.38536346e-07  1.13337552e-07  1.89727579e-06
  1.08575143e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16296138  0.25487807  0.3544488   0.19893055  0.40948386 -0.34633849
  0.04182249  0.70009364  0.40064253]
L2 term: [ 4.41629749e-07  6.90726476e-07  9.60565855e-07  5.39107185e-07
  1.10971235e-06 -9.38586687e-07  1.13340089e-07  1.89727273e-06
  1.08575210e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16296039  0.25487547  0.35444877  0.19895122  0.40948752 -0.346357
  0.04182342  0.70009247  0.40064277]
L2 term: [ 4.41627077e-07  6.90719429e-07  9.60565761e-07  5.39163210e-07
  1.10972227e-06 -9.38636846e-07  1.13342602e-07  1.89726957e-06
  1.08575278e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295942  0.25487289  0.35444873  0.19897184  0.40949115 -0.34637544
  0.04182434  0.70009127  0.40064302]
L2 term: [ 4.41624431e-07  6.90712441e-07  9.60565653e-07  5.39219070e-07
  1.10973212e-06 -9.38686825e-07  1.13345090e-07  1.89726631e-06
  1.08575345e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295845  0.25487033  0.35444868  0.19899239  0.40949476 -0.34639381
  0.04182525  0.70009003  0.40064327]
L2 term: [ 4.41621813e-07  6.90705511e-07  9.60565530e-07  5.39274766e-07
  1.10974190e-06 -9.38736624e-07  1.13347554e-07  1.89726295e-06
  1.08575412e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295749  0.2548678   0.35444863  0.19901288  0.40949835 -0.34641212
  0.04182615  0.70008875  0.40064352]
L2 term: [ 4.41619220e-07  6.90698638e-07  9.60565392e-07  5.39330299e-07
  1.10975161e-06 -9.38786245e-07  1.13349992e-07  1.89725948e-06
  1.08575480e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295655  0.25486528  0.35444857  0.19903331  0.4095019  -0.34643037
  0.04182704  0.70008743  0.40064377]
L2 term: [ 4.41616654e-07  6.90691823e-07  9.60565241e-07  5.39385669e-07
  1.10976126e-06 -9.38835688e-07  1.13352407e-07  1.89725592e-06
  1.08575547e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295561  0.25486279  0.35444851  0.19905368  0.40950544 -0.34644855
  0.04182792  0.70008608  0.40064402]
L2 term: [ 4.41614114e-07  6.90685065e-07  9.60565075e-07  5.39440878e-07
  1.10977084e-06 -9.38884955e-07  1.13354798e-07  1.89725226e-06
  1.08575614e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295468  0.25486032  0.35444845  0.199074    0.40950895 -0.34646666
  0.04182879  0.7000847   0.40064427]
L2 term: [ 4.41611600e-07  6.90678363e-07  9.60564896e-07  5.39495925e-07
  1.10978035e-06 -9.38934045e-07  1.13357165e-07  1.89724851e-06
  1.08575682e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295376  0.25485786  0.35444838  0.19909425  0.40951243 -0.34648471
  0.04182966  0.70008328  0.40064451]
L2 term: [ 4.41609111e-07  6.90671718e-07  9.60564703e-07  5.39550810e-07
  1.10978979e-06 -9.38982959e-07  1.13359508e-07  1.89724466e-06
  1.08575749e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295285  0.25485543  0.3544483   0.19911444  0.40951589 -0.3465027
  0.04183051  0.70008182  0.40064476]
L2 term: [ 4.41606648e-07  6.90665128e-07  9.60564497e-07  5.39605536e-07
  1.10979917e-06 -9.39031700e-07  1.13361827e-07  1.89724072e-06
  1.08575816e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295195  0.25485302  0.35444822  0.19913458  0.40951933 -0.34652062
  0.04183136  0.70008033  0.40064501]
L2 term: [ 4.41604210e-07  6.90658593e-07  9.60564277e-07  5.39660102e-07
  1.10980848e-06 -9.39080266e-07  1.13364124e-07  1.89723668e-06
  1.08575884e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295106  0.25485063  0.35444813  0.19915465  0.40952274 -0.34653848
  0.0418322   0.70007881  0.40064526]
L2 term: [ 4.41601797e-07  6.90652113e-07  9.60564044e-07  5.39714508e-07
  1.10981773e-06 -9.39128660e-07  1.13366397e-07  1.89723255e-06
  1.08575951e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16295018  0.25484826  0.35444804  0.19917467  0.40952613 -0.34655627
  0.04183303  0.70007725  0.40064551]
L2 term: [ 4.41599408e-07  6.90645687e-07  9.60563798e-07  5.39768756e-07
  1.10982691e-06 -9.39176882e-07  1.13368647e-07  1.89722833e-06
  1.08576019e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294931  0.25484591  0.35444795  0.19919463  0.40952949 -0.346574
  0.04183385  0.70007566  0.40064576]
L2 term: [ 4.41597045e-07  6.90639315e-07  9.60563539e-07  5.39822845e-07
  1.10983603e-06 -9.39224932e-07  1.13370875e-07  1.89722402e-06
  1.08576086e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294845  0.25484358  0.35444785  0.19921453  0.40953283 -0.34659167
  0.04183467  0.70007404  0.40064601]
L2 term: [ 4.41594706e-07  6.90632997e-07  9.60563267e-07  5.39876777e-07
  1.10984508e-06 -9.39272812e-07  1.13373080e-07  1.89721962e-06
  1.08576153e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294759  0.25484126  0.35444774  0.19923437  0.40953615 -0.34660927
  0.04183547  0.70007238  0.40064625]
L2 term: [ 4.41592391e-07  6.90626732e-07  9.60562982e-07  5.39930552e-07
  1.10985407e-06 -9.39320523e-07  1.13375262e-07  1.89721513e-06
  1.08576221e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294675  0.25483897  0.35444763  0.19925416  0.40953945 -0.34662682
  0.04183627  0.70007069  0.4006465 ]
L2 term: [ 4.41590100e-07  6.90620520e-07  9.60562685e-07  5.39984170e-07
  1.10986300e-06 -9.39368064e-07  1.13377422e-07  1.89721055e-06
  1.08576288e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294591  0.2548367   0.35444752  0.19927389  0.40954272 -0.3466443
  0.04183706  0.70006897  0.40064675]
L2 term: [ 4.41587834e-07  6.90614360e-07  9.60562375e-07  5.40037632e-07
  1.10987186e-06 -9.39415437e-07  1.13379560e-07  1.89720589e-06
  1.08576356e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294508  0.25483445  0.3544474   0.19929356  0.40954597 -0.34666172
  0.04183784  0.70006722  0.400647  ]
L2 term: [ 4.41585591e-07  6.90608253e-07  9.60562053e-07  5.40090938e-07
  1.10988067e-06 -9.39462643e-07  1.13381677e-07  1.89720114e-06
  1.08576423e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294426  0.25483221  0.35444727  0.19931317  0.40954919 -0.34667907
  0.04183861  0.70006544  0.40064725]
L2 term: [ 4.41583371e-07  6.90602197e-07  9.60561719e-07  5.40144090e-07
  1.10988941e-06 -9.39509682e-07  1.13383771e-07  1.89719631e-06
  1.08576490e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294345  0.25482999  0.35444715  0.19933273  0.40955239 -0.34669637
  0.04183938  0.70006363  0.4006475 ]
L2 term: [ 4.41581175e-07  6.90596192e-07  9.60561373e-07  5.40197087e-07
  1.10989809e-06 -9.39556555e-07  1.13385844e-07  1.89719140e-06
  1.08576558e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294265  0.2548278   0.35444701  0.19935222  0.40955558 -0.3467136
  0.04184013  0.70006178  0.40064775]
L2 term: [ 4.41579002e-07  6.90590238e-07  9.60561015e-07  5.40249930e-07
  1.10990671e-06 -9.39603264e-07  1.13387896e-07  1.89718640e-06
  1.08576625e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294186  0.25482562  0.35444688  0.19937167  0.40955873 -0.34673078
  0.04184088  0.70005991  0.400648  ]
L2 term: [ 4.41576852e-07  6.90584335e-07  9.60560645e-07  5.40302620e-07
  1.10991527e-06 -9.39649808e-07  1.13389926e-07  1.89718132e-06
  1.08576693e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16294107  0.25482346  0.35444674  0.19939105  0.40956187 -0.34674789
  0.04184162  0.700058    0.40064824]
L2 term: [ 4.41574725e-07  6.90578481e-07  9.60560263e-07  5.40355157e-07
  1.10992377e-06 -9.39696188e-07  1.13391935e-07  1.89717615e-06
  1.08576760e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629403   0.25482132  0.35444659  0.19941038  0.40956499 -0.34676495
  0.04184236  0.70005607  0.40064849]
L2 term: [ 4.41572620e-07  6.90572678e-07  9.60559870e-07  5.40407541e-07
  1.10993221e-06 -9.39742405e-07  1.13393923e-07  1.89717091e-06
  1.08576828e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293953  0.25481919  0.35444644  0.19942966  0.40956808 -0.34678194
  0.04184308  0.7000541   0.40064874]
L2 term: [ 4.41570538e-07  6.90566924e-07  9.60559466e-07  5.40459774e-07
  1.10994059e-06 -9.39788461e-07  1.13395891e-07  1.89716559e-06
  1.08576895e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293877  0.25481709  0.35444629  0.19944887  0.40957115 -0.34679888
  0.0418438   0.70005211  0.40064899]
L2 term: [ 4.41568479e-07  6.90561219e-07  9.60559050e-07  5.40511855e-07
  1.10994891e-06 -9.39834355e-07  1.13397838e-07  1.89716019e-06
  1.08576962e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293802  0.254815    0.35444613  0.19946804  0.4095742  -0.34681575
  0.04184451  0.70005009  0.40064924]
L2 term: [ 4.41566441e-07  6.90555562e-07  9.60558623e-07  5.40563786e-07
  1.10995718e-06 -9.39880088e-07  1.13399764e-07  1.89715471e-06
  1.08577030e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293727  0.25481293  0.35444597  0.19948714  0.40957723 -0.34683257
  0.04184522  0.70004804  0.40064949]
L2 term: [ 4.41564426e-07  6.90549954e-07  9.60558185e-07  5.40615566e-07
  1.10996539e-06 -9.39925661e-07  1.13401670e-07  1.89714916e-06
  1.08577097e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293654  0.25481088  0.3544458   0.1995062   0.40958024 -0.34684933
  0.04184591  0.70004596  0.40064974]
L2 term: [ 4.41562432e-07  6.90544394e-07  9.60557737e-07  5.40667196e-07
  1.10997354e-06 -9.39971075e-07  1.13403557e-07  1.89714353e-06
  1.08577165e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293581  0.25480885  0.35444564  0.19952519  0.40958322 -0.34686603
  0.0418466   0.70004386  0.40064999]
L2 term: [ 4.41560460e-07  6.90538881e-07  9.60557277e-07  5.40718677e-07
  1.10998163e-06 -9.40016331e-07  1.13405423e-07  1.89713783e-06
  1.08577232e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293509  0.25480683  0.35444546  0.19954413  0.40958619 -0.34688267
  0.04184728  0.70004173  0.40065024]
L2 term: [ 4.41558509e-07  6.90533416e-07  9.60556807e-07  5.40770010e-07
  1.10998967e-06 -9.40061429e-07  1.13407269e-07  1.89713205e-06
  1.08577300e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293438  0.25480483  0.35444528  0.19956302  0.40958913 -0.34689925
  0.04184796  0.70003957  0.40065048]
L2 term: [ 4.41556579e-07  6.90527997e-07  9.60556326e-07  5.40821194e-07
  1.10999765e-06 -9.40106370e-07  1.13409096e-07  1.89712619e-06
  1.08577367e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293367  0.25480285  0.3544451   0.19958185  0.40959206 -0.34691578
  0.04184862  0.70003738  0.40065073]
L2 term: [ 4.41554671e-07  6.90522625e-07  9.60555835e-07  5.40872230e-07
  1.11000558e-06 -9.40151155e-07  1.13410903e-07  1.89712027e-06
  1.08577434e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293298  0.25480088  0.35444492  0.19960063  0.40959496 -0.34693224
  0.04184928  0.70003517  0.40065098]
L2 term: [ 4.41552784e-07  6.90517300e-07  9.60555333e-07  5.40923119e-07
  1.11001345e-06 -9.40195783e-07  1.13412691e-07  1.89711427e-06
  1.08577502e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293229  0.25479894  0.35444473  0.19961935  0.40959785 -0.34694865
  0.04184994  0.70003293  0.40065123]
L2 term: [ 4.41550917e-07  6.90512020e-07  9.60554822e-07  5.40973861e-07
  1.11002127e-06 -9.40240257e-07  1.13414460e-07  1.89710820e-06
  1.08577569e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293161  0.254797    0.35444454  0.19963802  0.40960071 -0.34696501
  0.04185058  0.70003066  0.40065148]
L2 term: [ 4.41549071e-07  6.90506785e-07  9.60554300e-07  5.41024457e-07
  1.11002903e-06 -9.40284577e-07  1.13416209e-07  1.89710207e-06
  1.08577637e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293093  0.25479509  0.35444434  0.19965664  0.40960356 -0.34698131
  0.04185122  0.70002837  0.40065173]
L2 term: [ 4.41547245e-07  6.90501596e-07  9.60553768e-07  5.41074907e-07
  1.11003674e-06 -9.40328743e-07  1.13417940e-07  1.89709586e-06
  1.08577704e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16293027  0.25479319  0.35444414  0.1996752   0.40960638 -0.34699755
  0.04185185  0.70002606  0.40065198]
L2 term: [ 4.41545440e-07  6.90496451e-07  9.60553226e-07  5.41125212e-07
  1.11004439e-06 -9.40372757e-07  1.13419652e-07  1.89708958e-06
  1.08577771e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292961  0.25479131  0.35444394  0.19969371  0.40960919 -0.34701373
  0.04185248  0.70002372  0.40065223]
L2 term: [ 4.41543655e-07  6.90491351e-07  9.60552675e-07  5.41175372e-07
  1.11005199e-06 -9.40416618e-07  1.13421345e-07  1.89708324e-06
  1.08577839e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292896  0.25478944  0.35444373  0.19971217  0.40961197 -0.34702986
  0.04185309  0.70002135  0.40065247]
L2 term: [ 4.41541890e-07  6.90486296e-07  9.60552114e-07  5.41225387e-07
  1.11005954e-06 -9.40460327e-07  1.13423020e-07  1.89707683e-06
  1.08577906e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292831  0.25478759  0.35444352  0.19973057  0.40961474 -0.34704593
  0.04185371  0.70001896  0.40065272]
L2 term: [ 4.41540145e-07  6.90481284e-07  9.60551543e-07  5.41275259e-07
  1.11006704e-06 -9.40503886e-07  1.13424677e-07  1.89707035e-06
  1.08577974e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292768  0.25478576  0.35444331  0.19974892  0.40961748 -0.34706195
  0.04185431  0.70001655  0.40065297]
L2 term: [ 4.41538419e-07  6.90476315e-07  9.60550963e-07  5.41324987e-07
  1.11007448e-06 -9.40547295e-07  1.13426316e-07  1.89706381e-06
  1.08578041e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292705  0.25478394  0.35444309  0.19976722  0.40962021 -0.34707791
  0.04185491  0.70001411  0.40065322]
L2 term: [ 4.41536713e-07  6.90471390e-07  9.60550374e-07  5.41374573e-07
  1.11008188e-06 -9.40590554e-07  1.13427936e-07  1.89705721e-06
  1.08578108e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292642  0.25478214  0.35444287  0.19978546  0.40962292 -0.34709382
  0.0418555   0.70001165  0.40065347]
L2 term: [ 4.41535026e-07  6.90466507e-07  9.60549775e-07  5.41424016e-07
  1.11008922e-06 -9.40633664e-07  1.13429539e-07  1.89705054e-06
  1.08578176e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292581  0.25478036  0.35444264  0.19980365  0.40962561 -0.34710968
  0.04185608  0.70000916  0.40065372]
L2 term: [ 4.41533359e-07  6.90461667e-07  9.60549167e-07  5.41473317e-07
  1.11009651e-06 -9.40676626e-07  1.13431124e-07  1.89704380e-06
  1.08578243e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629252   0.25477858  0.35444242  0.19982179  0.40962828 -0.34712547
  0.04185666  0.70000666  0.40065397]
L2 term: [ 4.41531711e-07  6.90456869e-07  9.60548551e-07  5.41522476e-07
  1.11010375e-06 -9.40719441e-07  1.13432691e-07  1.89703701e-06
  1.08578310e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629246   0.25477683  0.35444218  0.19983988  0.40963094 -0.34714122
  0.04185723  0.70000412  0.40065421]
L2 term: [ 4.41530081e-07  6.90452113e-07  9.60547925e-07  5.41571495e-07
  1.11011094e-06 -9.40762108e-07  1.13434241e-07  1.89703015e-06
  1.08578378e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292401  0.25477509  0.35444195  0.19985792  0.40963357 -0.34715691
  0.0418578   0.70000157  0.40065446]
L2 term: [ 4.41528470e-07  6.90447399e-07  9.60547291e-07  5.41620373e-07
  1.11011808e-06 -9.40804630e-07  1.13435773e-07  1.89702323e-06
  1.08578445e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292342  0.25477337  0.35444171  0.1998759   0.40963619 -0.34717255
  0.04185836  0.699999    0.40065471]
L2 term: [ 4.41526878e-07  6.90442726e-07  9.60546647e-07  5.41669111e-07
  1.11012517e-06 -9.40847006e-07  1.13437289e-07  1.89701625e-06
  1.08578512e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292284  0.25477166  0.35444147  0.19989383  0.40963879 -0.34718813
  0.04185891  0.6999964   0.40065496]
L2 term: [ 4.41525305e-07  6.90438094e-07  9.60545996e-07  5.41717709e-07
  1.11013221e-06 -9.40889237e-07  1.13438787e-07  1.89700921e-06
  1.08578580e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292226  0.25476996  0.35444123  0.19991172  0.40964137 -0.34720366
  0.04185946  0.69999378  0.40065521]
L2 term: [ 4.41523749e-07  6.90433503e-07  9.60545336e-07  5.41766168e-07
  1.11013921e-06 -9.40931324e-07  1.13440268e-07  1.89700211e-06
  1.08578647e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629217   0.25476828  0.35444098  0.19992955  0.40964393 -0.34721914
  0.04186     0.69999114  0.40065545]
L2 term: [ 4.41522212e-07  6.90428951e-07  9.60544667e-07  5.41814489e-07
  1.11014615e-06 -9.40973267e-07  1.13441733e-07  1.89699496e-06
  1.08578714e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292114  0.25476662  0.35444073  0.19994733  0.40964647 -0.34723456
  0.04186053  0.69998848  0.4006557 ]
L2 term: [ 4.41520693e-07  6.90424440e-07  9.60543990e-07  5.41862671e-07
  1.11015305e-06 -9.41015067e-07  1.13443181e-07  1.89698774e-06
  1.08578781e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292058  0.25476497  0.35444048  0.19996505  0.409649   -0.34724993
  0.04186106  0.6999858   0.40065595]
L2 term: [ 4.41519192e-07  6.90419969e-07  9.60543305e-07  5.41910716e-07
  1.11015990e-06 -9.41056724e-07  1.13444613e-07  1.89698047e-06
  1.08578849e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16292003  0.25476333  0.35444022  0.19998273  0.40965151 -0.34726525
  0.04186158  0.69998309  0.4006562 ]
L2 term: [ 4.41517708e-07  6.90415537e-07  9.60542612e-07  5.41958623e-07
  1.11016670e-06 -9.41098240e-07  1.13446028e-07  1.89697315e-06
  1.08578916e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291949  0.25476171  0.35443996  0.20000036  0.409654   -0.34728052
  0.0418621   0.69998037  0.40065645]
L2 term: [ 4.41516243e-07  6.90411145e-07  9.60541910e-07  5.42006393e-07
  1.11017345e-06 -9.41139615e-07  1.13447426e-07  1.89696577e-06
  1.08578983e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291896  0.25476011  0.3544397   0.20001794  0.40965648 -0.34729573
  0.04186261  0.69997762  0.4006567 ]
L2 term: [ 4.41514794e-07  6.90406791e-07  9.60541201e-07  5.42054027e-07
  1.11018016e-06 -9.41180849e-07  1.13448809e-07  1.89695833e-06
  1.08579050e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291843  0.25475851  0.35443944  0.20003546  0.40965894 -0.3473109
  0.04186311  0.69997486  0.40065694]
L2 term: [ 4.41513363e-07  6.90402475e-07  9.60540484e-07  5.42101525e-07
  1.11018682e-06 -9.41221943e-07  1.13450176e-07  1.89695084e-06
  1.08579117e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291791  0.25475694  0.35443917  0.20005294  0.40966138 -0.34732601
  0.04186361  0.69997208  0.40065719]
L2 term: [ 4.41511949e-07  6.90398198e-07  9.60539760e-07  5.42148888e-07
  1.11019344e-06 -9.41262898e-07  1.13451527e-07  1.89694330e-06
  1.08579185e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291739  0.25475537  0.3544389   0.20007037  0.4096638  -0.34734107
  0.04186411  0.69996927  0.40065744]
L2 term: [ 4.41510553e-07  6.90393959e-07  9.60539027e-07  5.42196115e-07
  1.11020001e-06 -9.41303714e-07  1.13452862e-07  1.89693570e-06
  1.08579252e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291688  0.25475382  0.35443863  0.20008774  0.40966621 -0.34735608
  0.04186459  0.69996645  0.40065769]
L2 term: [ 4.41509173e-07  6.90389758e-07  9.60538287e-07  5.42243208e-07
  1.11020653e-06 -9.41344392e-07  1.13454182e-07  1.89692805e-06
  1.08579319e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291638  0.25475228  0.35443835  0.20010507  0.4096686  -0.34737104
  0.04186507  0.69996361  0.40065793]
L2 term: [ 4.41507810e-07  6.90385594e-07  9.60537540e-07  5.42290167e-07
  1.11021301e-06 -9.41384933e-07  1.13455486e-07  1.89692035e-06
  1.08579386e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291588  0.25475076  0.35443807  0.20012235  0.40967098 -0.34738595
  0.04186555  0.69996075  0.40065818]
L2 term: [ 4.41506463e-07  6.90381467e-07  9.60536785e-07  5.42336992e-07
  1.11021945e-06 -9.41425336e-07  1.13456774e-07  1.89691260e-06
  1.08579453e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291539  0.25474925  0.35443779  0.20013958  0.40967334 -0.34740081
  0.04186602  0.69995787  0.40065843]
L2 term: [ 4.41505133e-07  6.90377377e-07  9.60536023e-07  5.42383684e-07
  1.11022584e-06 -9.41465603e-07  1.13458048e-07  1.89690480e-06
  1.08579520e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291491  0.25474776  0.35443751  0.20015676  0.40967568 -0.34741562
  0.04186648  0.69995497  0.40065868]
L2 term: [ 4.41503820e-07  6.90373324e-07  9.60535254e-07  5.42430242e-07
  1.11023219e-06 -9.41505735e-07  1.13459306e-07  1.89689695e-06
  1.08579587e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291443  0.25474627  0.35443722  0.20017389  0.409678   -0.34743037
  0.04186694  0.69995206  0.40065892]
L2 term: [ 4.41502523e-07  6.90369307e-07  9.60534478e-07  5.42476669e-07
  1.11023849e-06 -9.41545731e-07  1.13460549e-07  1.89688905e-06
  1.08579654e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291396  0.25474481  0.35443693  0.20019097  0.40968031 -0.34744508
  0.0418674   0.69994913  0.40065917]
L2 term: [ 4.41501242e-07  6.90365326e-07  9.60533695e-07  5.42522963e-07
  1.11024475e-06 -9.41585593e-07  1.13461778e-07  1.89688110e-06
  1.08579721e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291349  0.25474335  0.35443664  0.20020801  0.40968261 -0.34745974
  0.04186784  0.69994618  0.40065942]
L2 term: [ 4.41499976e-07  6.90361380e-07  9.60532904e-07  5.42569126e-07
  1.11025097e-06 -9.41625321e-07  1.13462992e-07  1.89687311e-06
  1.08579788e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291303  0.25474191  0.35443635  0.20022499  0.40968489 -0.34747435
  0.04186829  0.69994321  0.40065967]
L2 term: [ 4.41498727e-07  6.90357470e-07  9.60532107e-07  5.42615158e-07
  1.11025714e-06 -9.41664916e-07  1.13464191e-07  1.89686507e-06
  1.08579855e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291258  0.25474048  0.35443605  0.20024193  0.40968715 -0.34748892
  0.04186872  0.69994022  0.40065991]
L2 term: [ 4.41497494e-07  6.90353596e-07  9.60531304e-07  5.42661059e-07
  1.11026327e-06 -9.41704377e-07  1.13465375e-07  1.89685698e-06
  1.08579922e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291213  0.25473906  0.35443575  0.20025882  0.4096894  -0.34750343
  0.04186916  0.69993722  0.40066016]
L2 term: [ 4.41496276e-07  6.90349756e-07  9.60530493e-07  5.42706830e-07
  1.11026936e-06 -9.41743707e-07  1.13466545e-07  1.89684884e-06
  1.08579989e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291168  0.25473766  0.35443545  0.20027566  0.40969163 -0.34751789
  0.04186958  0.6999342   0.40066041]
L2 term: [ 4.41495073e-07  6.90345951e-07  9.60529676e-07  5.42752471e-07
  1.11027541e-06 -9.41782904e-07  1.13467701e-07  1.89684066e-06
  1.08580056e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291124  0.25473626  0.35443515  0.20029246  0.40969384 -0.34753231
  0.04187     0.69993117  0.40066065]
L2 term: [ 4.41493886e-07  6.90342180e-07  9.60528852e-07  5.42797982e-07
  1.11028142e-06 -9.41821971e-07  1.13468843e-07  1.89683244e-06
  1.08580123e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291081  0.25473489  0.35443484  0.2003092   0.40969604 -0.34754667
  0.04187042  0.69992812  0.4006609 ]
L2 term: [ 4.41492715e-07  6.90338444e-07  9.60528022e-07  5.42843365e-07
  1.11028738e-06 -9.41860907e-07  1.13469970e-07  1.89682417e-06
  1.08580190e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16291038  0.25473352  0.35443453  0.2003259   0.40969823 -0.34756099
  0.04187083  0.69992505  0.40066115]
L2 term: [ 4.41491558e-07  6.90334741e-07  9.60527186e-07  5.42888619e-07
  1.11029331e-06 -9.41899713e-07  1.13471084e-07  1.89681586e-06
  1.08580256e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290996  0.25473217  0.35443422  0.20034255  0.4097004  -0.34757527
  0.04187124  0.69992197  0.40066139]
L2 term: [ 4.41490416e-07  6.90331072e-07  9.60526343e-07  5.42933745e-07
  1.11029919e-06 -9.41938389e-07  1.13472184e-07  1.89680750e-06
  1.08580323e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290955  0.25473082  0.35443391  0.20035916  0.40970256 -0.34758949
  0.04187164  0.69991887  0.40066164]
L2 term: [ 4.41489289e-07  6.90327437e-07  9.60525495e-07  5.42978743e-07
  1.11030503e-06 -9.41976937e-07  1.13473270e-07  1.89679910e-06
  1.08580390e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290914  0.25472949  0.35443359  0.20037571  0.4097047  -0.34760367
  0.04187203  0.69991576  0.40066189]
L2 term: [ 4.41488177e-07  6.90323834e-07  9.60524640e-07  5.43023614e-07
  1.11031084e-06 -9.42015356e-07  1.13474343e-07  1.89679066e-06
  1.08580457e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290873  0.25472818  0.35443327  0.20039222  0.40970683 -0.3476178
  0.04187242  0.69991263  0.40066213]
L2 term: [ 4.41487080e-07  6.90320265e-07  9.60523779e-07  5.43068358e-07
  1.11031660e-06 -9.42053647e-07  1.13475402e-07  1.89678218e-06
  1.08580523e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290833  0.25472687  0.35443295  0.20040869  0.40970894 -0.34763188
  0.04187281  0.69990948  0.40066238]
L2 term: [ 4.41485997e-07  6.90316728e-07  9.60522912e-07  5.43112975e-07
  1.11032232e-06 -9.42091811e-07  1.13476447e-07  1.89677366e-06
  1.08580590e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290794  0.25472558  0.35443263  0.20042511  0.40971104 -0.34764591
  0.04187319  0.69990632  0.40066262]
L2 term: [ 4.41484928e-07  6.90313223e-07  9.60522039e-07  5.43157467e-07
  1.11032801e-06 -9.42129849e-07  1.13477480e-07  1.89676510e-06
  1.08580657e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290755  0.2547243   0.35443231  0.20044148  0.40971312 -0.3476599
  0.04187357  0.69990315  0.40066287]
L2 term: [ 4.41483874e-07  6.90309751e-07  9.60521160e-07  5.43201832e-07
  1.11033365e-06 -9.42167760e-07  1.13478499e-07  1.89675650e-06
  1.08580723e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290717  0.25472303  0.35443198  0.2004578   0.40971519 -0.34767385
  0.04187394  0.69989996  0.40066312]
L2 term: [ 4.41482834e-07  6.90306310e-07  9.60520276e-07  5.43246073e-07
  1.11033926e-06 -9.42205546e-07  1.13479505e-07  1.89674786e-06
  1.08580790e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290679  0.25472177  0.35443165  0.20047408  0.40971724 -0.34768774
  0.0418743   0.69989676  0.40066336]
L2 term: [ 4.41481808e-07  6.90302901e-07  9.60519386e-07  5.43290188e-07
  1.11034483e-06 -9.42243206e-07  1.13480498e-07  1.89673918e-06
  1.08580857e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290641  0.25472052  0.35443132  0.20049031  0.40971928 -0.34770159
  0.04187467  0.69989354  0.40066361]
L2 term: [ 4.41480796e-07  6.90299524e-07  9.60518491e-07  5.43334179e-07
  1.11035036e-06 -9.42280742e-07  1.13481478e-07  1.89673047e-06
  1.08580923e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290605  0.25471929  0.35443099  0.2005065   0.40972131 -0.3477154
  0.04187502  0.69989031  0.40066385]
L2 term: [ 4.41479798e-07  6.90296177e-07  9.60517590e-07  5.43378046e-07
  1.11035585e-06 -9.42318154e-07  1.13482446e-07  1.89672171e-06
  1.08580990e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290568  0.25471807  0.35443066  0.20052264  0.40972332 -0.34772916
  0.04187537  0.69988707  0.4006641 ]
L2 term: [ 4.41478813e-07  6.90292862e-07  9.60516683e-07  5.43421789e-07
  1.11036131e-06 -9.42355442e-07  1.13483401e-07  1.89671292e-06
  1.08581056e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290532  0.25471685  0.35443032  0.20053874  0.40972532 -0.34774287
  0.04187572  0.69988381  0.40066434]
L2 term: [ 4.41477842e-07  6.90289577e-07  9.60515771e-07  5.43465409e-07
  1.11036673e-06 -9.42392607e-07  1.13484343e-07  1.89670409e-06
  1.08581123e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290497  0.25471565  0.35442998  0.20055479  0.40972731 -0.34775654
  0.04187607  0.69988054  0.40066459]
L2 term: [ 4.41476884e-07  6.90286323e-07  9.60514854e-07  5.43508907e-07
  1.11037211e-06 -9.42429649e-07  1.13485273e-07  1.89669523e-06
  1.08581189e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290462  0.25471446  0.35442964  0.20057079  0.40972928 -0.34777016
  0.0418764   0.69987726  0.40066483]
L2 term: [ 4.41475940e-07  6.90283099e-07  9.60513932e-07  5.43552281e-07
  1.11037745e-06 -9.42466570e-07  1.13486191e-07  1.89668633e-06
  1.08581255e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290428  0.25471328  0.3544293   0.20058675  0.40973124 -0.34778374
  0.04187674  0.69987396  0.40066508]
L2 term: [ 4.41475009e-07  6.90279905e-07  9.60513005e-07  5.43595534e-07
  1.11038276e-06 -9.42503369e-07  1.13487096e-07  1.89667740e-06
  1.08581322e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290394  0.25471212  0.35442895  0.20060267  0.40973318 -0.34779728
  0.04187707  0.69987065  0.40066532]
L2 term: [ 4.41474092e-07  6.90276741e-07  9.60512072e-07  5.43638665e-07
  1.11038803e-06 -9.42540047e-07  1.13487990e-07  1.89666843e-06
  1.08581388e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290361  0.25471096  0.35442861  0.20061854  0.40973512 -0.34781077
  0.04187739  0.69986733  0.40066557]
L2 term: [ 4.41473187e-07  6.90273606e-07  9.60511135e-07  5.43681674e-07
  1.11039327e-06 -9.42576605e-07  1.13488871e-07  1.89665943e-06
  1.08581454e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290328  0.25470981  0.35442826  0.20063436  0.40973703 -0.34782421
  0.04187771  0.699864    0.40066581]
L2 term: [ 4.41472295e-07  6.90270501e-07  9.60510192e-07  5.43724563e-07
  1.11039847e-06 -9.42613043e-07  1.13489740e-07  1.89665039e-06
  1.08581521e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290295  0.25470868  0.35442791  0.20065015  0.40973894 -0.34783761
  0.04187803  0.69986065  0.40066606]
L2 term: [ 4.41471416e-07  6.90267424e-07  9.60509245e-07  5.43767331e-07
  1.11040363e-06 -9.42649361e-07  1.13490597e-07  1.89664133e-06
  1.08581587e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290263  0.25470755  0.35442756  0.20066588  0.40974083 -0.34785097
  0.04187834  0.69985729  0.4006663 ]
L2 term: [ 4.41470550e-07  6.90264377e-07  9.60508293e-07  5.43809979e-07
  1.11040876e-06 -9.42685560e-07  1.13491443e-07  1.89663223e-06
  1.08581653e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290232  0.25470644  0.35442721  0.20068158  0.40974271 -0.34786429
  0.04187865  0.69985392  0.40066654]
L2 term: [ 4.41469697e-07  6.90261358e-07  9.60507336e-07  5.43852508e-07
  1.11041385e-06 -9.42721641e-07  1.13492277e-07  1.89662309e-06
  1.08581719e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290201  0.25470534  0.35442685  0.20069722  0.40974458 -0.34787756
  0.04187895  0.69985054  0.40066679]
L2 term: [ 4.41468855e-07  6.90258367e-07  9.60506374e-07  5.43894917e-07
  1.11041891e-06 -9.42757603e-07  1.13493100e-07  1.89661393e-06
  1.08581785e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629017   0.25470424  0.3544265   0.20071283  0.40974643 -0.34789078
  0.04187925  0.69984715  0.40066703]
L2 term: [ 4.41468027e-07  6.90255405e-07  9.60505408e-07  5.43937207e-07
  1.11042394e-06 -9.42793449e-07  1.13493911e-07  1.89660474e-06
  1.08581851e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629014   0.25470316  0.35442614  0.20072839  0.40974828 -0.34790397
  0.04187955  0.69984374  0.40066727]
L2 term: [ 4.41467211e-07  6.90252471e-07  9.60504437e-07  5.43979378e-07
  1.11042893e-06 -9.42829177e-07  1.13494710e-07  1.89659551e-06
  1.08581917e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1629011   0.25470209  0.35442578  0.20074391  0.4097501  -0.34791711
  0.04187984  0.69984033  0.40066752]
L2 term: [ 4.41466406e-07  6.90249564e-07  9.60503462e-07  5.44021431e-07
  1.11043389e-06 -9.42864788e-07  1.13495499e-07  1.89658626e-06
  1.08581983e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290081  0.25470103  0.35442542  0.20075938  0.40975192 -0.3479302
  0.04188013  0.6998369   0.40066776]
L2 term: [ 4.41465614e-07  6.90246685e-07  9.60502483e-07  5.44063367e-07
  1.11043881e-06 -9.42900284e-07  1.13496276e-07  1.89657697e-06
  1.08582049e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290052  0.25469997  0.35442505  0.20077481  0.40975373 -0.34794326
  0.04188041  0.69983347  0.400668  ]
L2 term: [ 4.41464834e-07  6.90243834e-07  9.60501499e-07  5.44105184e-07
  1.11044370e-06 -9.42935664e-07  1.13497042e-07  1.89656766e-06
  1.08582115e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16290024  0.25469893  0.35442469  0.2007902   0.40975552 -0.34795627
  0.04188069  0.69983002  0.40066825]
L2 term: [ 4.41464066e-07  6.90241009e-07  9.60500511e-07  5.44146885e-07
  1.11044856e-06 -9.42970929e-07  1.13497798e-07  1.89655832e-06
  1.08582181e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289996  0.2546979   0.35442432  0.20080555  0.4097573  -0.34796924
  0.04188096  0.69982656  0.40066849]
L2 term: [ 4.41463310e-07  6.90238212e-07  9.60499518e-07  5.44188469e-07
  1.11045338e-06 -9.43006079e-07  1.13498542e-07  1.89654895e-06
  1.08582247e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289969  0.25469688  0.35442395  0.20082085  0.40975907 -0.34798217
  0.04188123  0.69982309  0.40066873]
L2 term: [ 4.41462565e-07  6.90235441e-07  9.60498522e-07  5.44229937e-07
  1.11045817e-06 -9.43041116e-07  1.13499275e-07  1.89653955e-06
  1.08582312e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289942  0.25469587  0.35442359  0.20083611  0.40976082 -0.34799506
  0.0418815   0.69981961  0.40066898]
L2 term: [ 4.41461832e-07  6.90232697e-07  9.60497521e-07  5.44271289e-07
  1.11046293e-06 -9.43076038e-07  1.13499998e-07  1.89653012e-06
  1.08582378e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289915  0.25469486  0.35442321  0.20085132  0.40976257 -0.3480079
  0.04188176  0.69981613  0.40066922]
L2 term: [ 4.41461111e-07  6.90229979e-07  9.60496516e-07  5.44312525e-07
  1.11046766e-06 -9.43110847e-07  1.13500710e-07  1.89652067e-06
  1.08582444e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289889  0.25469387  0.35442284  0.2008665   0.4097643  -0.34802071
  0.04188202  0.69981263  0.40066946]
L2 term: [ 4.41460401e-07  6.90227287e-07  9.60495508e-07  5.44353645e-07
  1.11047235e-06 -9.43145544e-07  1.13501412e-07  1.89651119e-06
  1.08582510e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289863  0.25469289  0.35442247  0.20088163  0.40976602 -0.34803347
  0.04188228  0.69980912  0.4006697 ]
L2 term: [ 4.41459702e-07  6.90224621e-07  9.60494495e-07  5.44394651e-07
  1.11047701e-06 -9.43180128e-07  1.13502103e-07  1.89650169e-06
  1.08582575e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289838  0.25469191  0.35442209  0.20089672  0.40976773 -0.34804619
  0.04188253  0.69980561  0.40066994]
L2 term: [ 4.41459015e-07  6.90221981e-07  9.60493479e-07  5.44435543e-07
  1.11048164e-06 -9.43214600e-07  1.13502784e-07  1.89649215e-06
  1.08582641e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289813  0.25469095  0.35442172  0.20091176  0.40976942 -0.34805887
  0.04188277  0.69980208  0.40067019]
L2 term: [ 4.41458338e-07  6.90219366e-07  9.60492458e-07  5.44476320e-07
  1.11048624e-06 -9.43248961e-07  1.13503455e-07  1.89648260e-06
  1.08582706e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289788  0.25468999  0.35442134  0.20092677  0.40977111 -0.34807151
  0.04188302  0.69979854  0.40067043]
L2 term: [ 4.41457673e-07  6.90216777e-07  9.60491434e-07  5.44516983e-07
  1.11049081e-06 -9.43283212e-07  1.13504115e-07  1.89647302e-06
  1.08582772e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289764  0.25468904  0.35442096  0.20094173  0.40977278 -0.3480841
  0.04188326  0.699795    0.40067067]
L2 term: [ 4.41457018e-07  6.90214212e-07  9.60490407e-07  5.44557533e-07
  1.11049535e-06 -9.43317351e-07  1.13504765e-07  1.89646341e-06
  1.08582837e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1628974   0.25468811  0.35442058  0.20095665  0.40977445 -0.34809666
  0.04188349  0.69979145  0.40067091]
L2 term: [ 4.41456375e-07  6.90211673e-07  9.60489375e-07  5.44597970e-07
  1.11049986e-06 -9.43351381e-07  1.13505406e-07  1.89645379e-06
  1.08582903e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289717  0.25468718  0.3544202   0.20097153  0.4097761  -0.34810918
  0.04188373  0.69978789  0.40067115]
L2 term: [ 4.41455742e-07  6.90209158e-07  9.60488340e-07  5.44638294e-07
  1.11050433e-06 -9.43385301e-07  1.13506036e-07  1.89644413e-06
  1.08582968e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289694  0.25468626  0.35441981  0.20098637  0.40977774 -0.34812165
  0.04188396  0.69978432  0.40067139]
L2 term: [ 4.41455120e-07  6.90206668e-07  9.60487302e-07  5.44678506e-07
  1.11050878e-06 -9.43419112e-07  1.13506656e-07  1.89643446e-06
  1.08583033e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289671  0.25468535  0.35441943  0.20100117  0.40977937 -0.34813409
  0.04188418  0.69978074  0.40067163]
L2 term: [ 4.41454508e-07  6.90204202e-07  9.60486260e-07  5.44718606e-07
  1.11051319e-06 -9.43452814e-07  1.13507267e-07  1.89642476e-06
  1.08583098e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289649  0.25468445  0.35441904  0.20101592  0.40978099 -0.34814648
  0.0418844   0.69977715  0.40067187]
L2 term: [ 4.41453907e-07  6.90201760e-07  9.60485215e-07  5.44758594e-07
  1.11051758e-06 -9.43486408e-07  1.13507868e-07  1.89641504e-06
  1.08583164e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289627  0.25468356  0.35441866  0.20103064  0.40978259 -0.34815884
  0.04188462  0.69977356  0.40067211]
L2 term: [ 4.41453317e-07  6.90199343e-07  9.60484166e-07  5.44798471e-07
  1.11052194e-06 -9.43519894e-07  1.13508460e-07  1.89640530e-06
  1.08583229e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289606  0.25468267  0.35441827  0.20104531  0.40978419 -0.34817116
  0.04188484  0.69976995  0.40067235]
L2 term: [ 4.41452736e-07  6.90196949e-07  9.60483114e-07  5.44838237e-07
  1.11052626e-06 -9.43553273e-07  1.13509041e-07  1.89639553e-06
  1.08583294e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289585  0.2546818   0.35441788  0.20105994  0.40978578 -0.34818344
  0.04188505  0.69976634  0.40067259]
L2 term: [ 4.41452166e-07  6.90194578e-07  9.60482059e-07  5.44877892e-07
  1.11053056e-06 -9.43586545e-07  1.13509614e-07  1.89638575e-06
  1.08583359e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289564  0.25468093  0.35441749  0.20107453  0.40978735 -0.34819567
  0.04188526  0.69976272  0.40067283]
L2 term: [ 4.41451606e-07  6.90192231e-07  9.60481000e-07  5.44917437e-07
  1.11053483e-06 -9.43619710e-07  1.13510177e-07  1.89637594e-06
  1.08583424e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289544  0.25468008  0.3544171   0.20108909  0.40978892 -0.34820787
  0.04188546  0.6997591   0.40067307]
L2 term: [ 4.41451056e-07  6.90189908e-07  9.60479939e-07  5.44956872e-07
  1.11053907e-06 -9.43652769e-07  1.13510731e-07  1.89636612e-06
  1.08583489e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289524  0.25467923  0.3544167   0.2011036   0.40979047 -0.34822003
  0.04188566  0.69975546  0.40067331]
L2 term: [ 4.41450517e-07  6.90187607e-07  9.60478874e-07  5.44996198e-07
  1.11054328e-06 -9.43685723e-07  1.13511275e-07  1.89635627e-06
  1.08583554e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289504  0.25467839  0.35441631  0.20111807  0.40979201 -0.34823215
  0.04188586  0.69975182  0.40067355]
L2 term: [ 4.41449986e-07  6.90185329e-07  9.60477806e-07  5.45035414e-07
  1.11054746e-06 -9.43718571e-07  1.13511811e-07  1.89634641e-06
  1.08583619e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289485  0.25467755  0.35441592  0.2011325   0.40979355 -0.34824424
  0.04188605  0.69974818  0.40067379]
L2 term: [ 4.41449466e-07  6.90183074e-07  9.60476736e-07  5.45074521e-07
  1.11055162e-06 -9.43751315e-07  1.13512337e-07  1.89633652e-06
  1.08583683e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289466  0.25467673  0.35441552  0.20114689  0.40979507 -0.34825628
  0.04188624  0.69974452  0.40067403]
L2 term: [ 4.41448956e-07  6.90180842e-07  9.60475662e-07  5.45113520e-07
  1.11055575e-06 -9.43783954e-07  1.13512855e-07  1.89632662e-06
  1.08583748e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289448  0.25467592  0.35441512  0.20116124  0.40979658 -0.34826828
  0.04188643  0.69974086  0.40067427]
L2 term: [ 4.41448455e-07  6.90178631e-07  9.60474586e-07  5.45152411e-07
  1.11055984e-06 -9.43816489e-07  1.13513364e-07  1.89631670e-06
  1.08583813e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1628943   0.25467511  0.35441472  0.20117555  0.40979809 -0.34828025
  0.04188662  0.69973719  0.40067451]
L2 term: [ 4.41447963e-07  6.90176443e-07  9.60473506e-07  5.45191193e-07
  1.11056392e-06 -9.43848921e-07  1.13513863e-07  1.89630676e-06
  1.08583877e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289412  0.25467431  0.35441432  0.20118982  0.40979958 -0.34829218
  0.0418868   0.69973352  0.40067475]
L2 term: [ 4.41447481e-07  6.90174277e-07  9.60472424e-07  5.45229868e-07
  1.11056796e-06 -9.43881250e-07  1.13514354e-07  1.89629680e-06
  1.08583942e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289395  0.25467352  0.35441392  0.20120405  0.40980106 -0.34830407
  0.04188697  0.69972984  0.40067498]
L2 term: [ 4.41447009e-07  6.90172133e-07  9.60471339e-07  5.45268436e-07
  1.11057198e-06 -9.43913475e-07  1.13514837e-07  1.89628682e-06
  1.08584006e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289378  0.25467273  0.35441352  0.20121825  0.40980253 -0.34831593
  0.04188715  0.69972615  0.40067522]
L2 term: [ 4.41446546e-07  6.90170010e-07  9.60470252e-07  5.45306898e-07
  1.11057597e-06 -9.43945599e-07  1.13515310e-07  1.89627683e-06
  1.08584071e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289361  0.25467196  0.35441312  0.2012324   0.40980399 -0.34832774
  0.04188732  0.69972246  0.40067546]
L2 term: [ 4.41446092e-07  6.90167909e-07  9.60469162e-07  5.45345252e-07
  1.11057993e-06 -9.43977620e-07  1.13515776e-07  1.89626682e-06
  1.08584135e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289344  0.25467119  0.35441272  0.20124651  0.40980545 -0.34833952
  0.04188749  0.69971876  0.4006757 ]
L2 term: [ 4.41445647e-07  6.90165830e-07  9.60468069e-07  5.45383501e-07
  1.11058387e-06 -9.44009540e-07  1.13516233e-07  1.89625680e-06
  1.08584200e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289328  0.25467043  0.35441231  0.20126059  0.40980689 -0.34835126
  0.04188766  0.69971505  0.40067593]
L2 term: [ 4.41445211e-07  6.90163771e-07  9.60466973e-07  5.45421643e-07
  1.11058778e-06 -9.44041359e-07  1.13516681e-07  1.89624676e-06
  1.08584264e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289313  0.25466968  0.35441191  0.20127462  0.40980832 -0.34836297
  0.04188782  0.69971134  0.40067617]
L2 term: [ 4.41444784e-07  6.90161733e-07  9.60465875e-07  5.45459680e-07
  1.11059166e-06 -9.44073078e-07  1.13517121e-07  1.89623670e-06
  1.08584328e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289297  0.25466894  0.3544115   0.20128862  0.40980975 -0.34837463
  0.04188798  0.69970763  0.40067641]
L2 term: [ 4.41444366e-07  6.90159716e-07  9.60464775e-07  5.45497612e-07
  1.11059552e-06 -9.44104695e-07  1.13517553e-07  1.89622663e-06
  1.08584392e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289282  0.2546682   0.3544111   0.20130258  0.40981116 -0.34838626
  0.04188813  0.6997039   0.40067664]
L2 term: [ 4.41443957e-07  6.90157720e-07  9.60463672e-07  5.45535439e-07
  1.11059935e-06 -9.44136213e-07  1.13517977e-07  1.89621654e-06
  1.08584457e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289267  0.25466747  0.35441069  0.2013165   0.40981257 -0.34839786
  0.04188829  0.69970018  0.40067688]
L2 term: [ 4.41443557e-07  6.90155744e-07  9.60462567e-07  5.45573161e-07
  1.11060316e-06 -9.44167632e-07  1.13518392e-07  1.89620644e-06
  1.08584521e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289253  0.25466675  0.35441028  0.20133038  0.40981396 -0.34840941
  0.04188844  0.69969644  0.40067712]
L2 term: [ 4.41443165e-07  6.90153789e-07  9.60461460e-07  5.45610779e-07
  1.11060694e-06 -9.44198951e-07  1.13518800e-07  1.89619632e-06
  1.08584585e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289239  0.25466603  0.35440987  0.20134422  0.40981535 -0.34842093
  0.04188858  0.6996927   0.40067735]
L2 term: [ 4.41442782e-07  6.90151854e-07  9.60460350e-07  5.45648293e-07
  1.11061069e-06 -9.44230172e-07  1.13519200e-07  1.89618619e-06
  1.08584649e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289225  0.25466533  0.35440946  0.20135802  0.40981672 -0.34843242
  0.04188873  0.69968896  0.40067759]
L2 term: [ 4.41442408e-07  6.90149938e-07  9.60459238e-07  5.45685704e-07
  1.11061442e-06 -9.44261294e-07  1.13519592e-07  1.89617605e-06
  1.08584713e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289211  0.25466463  0.35440905  0.20137179  0.40981809 -0.34844387
  0.04188887  0.69968521  0.40067783]
L2 term: [ 4.41442042e-07  6.90148043e-07  9.60458124e-07  5.45723011e-07
  1.11061813e-06 -9.44292319e-07  1.13519976e-07  1.89616589e-06
  1.08584776e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289198  0.25466394  0.35440864  0.20138552  0.40981945 -0.34845528
  0.04188901  0.69968146  0.40067806]
L2 term: [ 4.41441684e-07  6.90146167e-07  9.60457008e-07  5.45760215e-07
  1.11062181e-06 -9.44323245e-07  1.13520352e-07  1.89615572e-06
  1.08584840e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289185  0.25466325  0.35440822  0.20139921  0.4098208  -0.34846665
  0.04188915  0.6996777   0.4006783 ]
L2 term: [ 4.41441335e-07  6.90144311e-07  9.60455889e-07  5.45797317e-07
  1.11062547e-06 -9.44354075e-07  1.13520721e-07  1.89614553e-06
  1.08584904e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289173  0.25466257  0.35440781  0.20141286  0.40982214 -0.34847799
  0.04188928  0.69967394  0.40067853]
L2 term: [ 4.41440994e-07  6.90142474e-07  9.60454769e-07  5.45834316e-07
  1.11062910e-06 -9.44384808e-07  1.13521082e-07  1.89613534e-06
  1.08584968e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1628916   0.2546619   0.3544074   0.20142648  0.40982347 -0.3484893
  0.04188941  0.69967017  0.40067877]
L2 term: [ 4.41440661e-07  6.90140657e-07  9.60453646e-07  5.45871213e-07
  1.11063271e-06 -9.44415444e-07  1.13521435e-07  1.89612513e-06
  1.08585031e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289148  0.25466124  0.35440698  0.20144006  0.40982479 -0.34850057
  0.04188954  0.6996664   0.400679  ]
L2 term: [ 4.41440336e-07  6.90138858e-07  9.60452522e-07  5.45908009e-07
  1.11063629e-06 -9.44445984e-07  1.13521781e-07  1.89611491e-06
  1.08585095e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289137  0.25466058  0.35440656  0.2014536   0.4098261  -0.3485118
  0.04188966  0.69966263  0.40067923]
L2 term: [ 4.41440019e-07  6.90137079e-07  9.60451396e-07  5.45944703e-07
  1.11063985e-06 -9.44476429e-07  1.13522119e-07  1.89610468e-06
  1.08585158e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289125  0.25465993  0.35440615  0.2014671   0.40982741 -0.348523
  0.04188978  0.69965885  0.40067947]
L2 term: [ 4.41439710e-07  6.90135318e-07  9.60450267e-07  5.45981297e-07
  1.11064338e-06 -9.44506778e-07  1.13522451e-07  1.89609444e-06
  1.08585222e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289114  0.25465929  0.35440573  0.20148056  0.4098287  -0.34853416
  0.0418899   0.69965506  0.4006797 ]
L2 term: [ 4.41439409e-07  6.90133576e-07  9.60449137e-07  5.46017789e-07
  1.11064690e-06 -9.44537032e-07  1.13522775e-07  1.89608418e-06
  1.08585285e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289103  0.25465865  0.35440531  0.20149399  0.40982999 -0.34854529
  0.04189002  0.69965128  0.40067994]
L2 term: [ 4.41439116e-07  6.90131852e-07  9.60448005e-07  5.46054181e-07
  1.11065039e-06 -9.44567192e-07  1.13523091e-07  1.89607392e-06
  1.08585348e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289093  0.25465802  0.3544049   0.20150738  0.40983127 -0.34855639
  0.04189013  0.69964748  0.40068017]
L2 term: [ 4.41438830e-07  6.90130147e-07  9.60446871e-07  5.46090473e-07
  1.11065385e-06 -9.44597258e-07  1.13523401e-07  1.89606364e-06
  1.08585412e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289083  0.2546574   0.35440448  0.20152074  0.40983254 -0.34856745
  0.04189025  0.69964369  0.4006804 ]
L2 term: [ 4.41438552e-07  6.90128460e-07  9.60445736e-07  5.46126665e-07
  1.11065729e-06 -9.44627230e-07  1.13523703e-07  1.89605336e-06
  1.08585475e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289073  0.25465679  0.35440406  0.20153406  0.4098338  -0.34857847
  0.04189036  0.69963989  0.40068063]
L2 term: [ 4.41438282e-07  6.90126791e-07  9.60444599e-07  5.46162757e-07
  1.11066071e-06 -9.44657108e-07  1.13523999e-07  1.89604307e-06
  1.08585538e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289063  0.25465618  0.35440364  0.20154734  0.40983506 -0.34858946
  0.04189046  0.69963609  0.40068087]
L2 term: [ 4.41438019e-07  6.90125140e-07  9.60443460e-07  5.46198751e-07
  1.11066411e-06 -9.44686893e-07  1.13524287e-07  1.89603276e-06
  1.08585601e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289053  0.25465557  0.35440322  0.20156058  0.4098363  -0.34860042
  0.04189057  0.69963228  0.4006811 ]
L2 term: [ 4.41437764e-07  6.90123506e-07  9.60442319e-07  5.46234645e-07
  1.11066748e-06 -9.44716585e-07  1.13524569e-07  1.89602245e-06
  1.08585664e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289044  0.25465498  0.35440279  0.20157379  0.40983754 -0.34861134
  0.04189067  0.69962847  0.40068133]
L2 term: [ 4.41437516e-07  6.90121891e-07  9.60441177e-07  5.46270441e-07
  1.11067083e-06 -9.44746185e-07  1.13524844e-07  1.89601213e-06
  1.08585727e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289035  0.25465439  0.35440237  0.20158697  0.40983877 -0.34862223
  0.04189077  0.69962466  0.40068156]
L2 term: [ 4.41437276e-07  6.90120292e-07  9.60440034e-07  5.46306138e-07
  1.11067416e-06 -9.44775693e-07  1.13525112e-07  1.89600180e-06
  1.08585790e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289027  0.2546538   0.35440195  0.2016001   0.40983999 -0.34863309
  0.04189086  0.69962085  0.4006818 ]
L2 term: [ 4.41437043e-07  6.90118711e-07  9.60438889e-07  5.46341738e-07
  1.11067747e-06 -9.44805110e-07  1.13525373e-07  1.89599146e-06
  1.08585852e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289019  0.25465323  0.35440153  0.2016132   0.4098412  -0.34864391
  0.04189096  0.69961703  0.40068203]
L2 term: [ 4.41436817e-07  6.90117148e-07  9.60437742e-07  5.46377239e-07
  1.11068076e-06 -9.44834435e-07  1.13525627e-07  1.89598111e-06
  1.08585915e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.1628901   0.25465266  0.3544011   0.20162627  0.4098424  -0.34865469
  0.04189105  0.69961321  0.40068226]
L2 term: [ 4.41436598e-07  6.90115601e-07  9.60436594e-07  5.46412644e-07
  1.11068402e-06 -9.44863669e-07  1.13525875e-07  1.89597075e-06
  1.08585978e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16289003  0.25465209  0.35440068  0.20163929  0.4098436  -0.34866545
  0.04189114  0.69960938  0.40068249]
L2 term: [ 4.41436386e-07  6.90114071e-07  9.60435445e-07  5.46447951e-07
  1.11068726e-06 -9.44892812e-07  1.13526117e-07  1.89596039e-06
  1.08586040e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16288995  0.25465153  0.35440025  0.20165229  0.40984479 -0.34867617
  0.04189122  0.69960556  0.40068272]
L2 term: [ 4.41436181e-07  6.90112558e-07  9.60434294e-07  5.46483161e-07
  1.11069048e-06 -9.44921865e-07  1.13526352e-07  1.89595002e-06
  1.08586103e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16288988  0.25465098  0.35439983  0.20166524  0.40984597 -0.34868686
  0.04189131  0.69960173  0.40068295]
L2 term: [ 4.41435983e-07  6.90111062e-07  9.60433142e-07  5.46518275e-07
  1.11069368e-06 -9.44950828e-07  1.13526580e-07  1.89593964e-06
  1.08586165e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16288981  0.25465044  0.3543994   0.20167817  0.40984714 -0.34869751
  0.04189139  0.6995979   0.40068318]
L2 term: [ 4.41435792e-07  6.90109582e-07  9.60431988e-07  5.46553293e-07
  1.11069686e-06 -9.44979702e-07  1.13526802e-07  1.89592926e-06
  1.08586228e-06]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.16288974  0.2546499   0.35439898  0.20169105  0.40984831 -0.34870813
  0.04189147  0.69959406  0.40068341]
L2 term: [ 4.41435608e-07  6.90108119e-07  9.60430834e-07  5.46588214e-07
  1.11070002e-06 -9.45008486e-07  1.13527018e-07  1.89591887e-06
  1.08586290e-06]
Final theta: [-0.91054553  0.16288967  0.25464936  0.35439855  0.2017039   0.40984946
 -0.34871872  0.04189155  0.69959023  0.40068364]
lambda_param: 0.01
m: 369
theta[1:]: [-0.00138264  0.00647689  0.0152303  -0.00234153 -0.00234137  0.01579213
  0.00767435 -0.00469474  0.0054256 ]
L2 term: [-3.74700003e-08  1.75525349e-07  4.12745219e-07 -6.34561991e-08
 -6.34517499e-08  4.27970953e-07  2.07976891e-07 -1.27228831e-07
  1.47035242e-07]
lambda_param: 0.01
m: 369
theta[1:]: [0.00809775 0.01900929 0.02663534 0.00923855 0.00224231 0.01904534
 0.01037863 0.01303581 0.01715685]
L2 term: [2.19451281e-07 5.15156822e-07 7.21825026e-07 2.50367127e-07
 6.07673069e-08 5.16133954e-07 2.81263770e-07 3.53273897e-07
 4.64955349e-07]
lambda_param: 0.01
m: 369
theta[1:]: [0.01692789 0.03080567 0.03733191 0.01984602 0.00676665 0.02166699
 0.01285068 0.02974294 0.02830272]
L2 term: [4.58750352e-07 8.34842129e-07 1.01170497e-06 5.37832647e-07
 1.83378091e-07 5.87181317e-07 3.48256875e-07 8.06041816e-07
 7.67011337e-07]
lambda_param: 0.01
m: 369
theta[1:]: [0.02515555 0.04191603 0.04737184 0.02955763 0.011231   0.0237132
 0.01510805 0.04549877 0.03890047]
L2 term: [6.81722305e-07 1.13593590e-06 1.28378980e-06 8.01019844e-07
 3.04363164e-07 6.42634059e-07 4.09432144e-07 1.23302887e-06
 1.05421336e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.03282624 0.05238817 0.05680436 0.03844625 0.01563526 0.02523687
 0.01716758 0.06037231 0.0489859 ]
L2 term: [8.89599968e-07 1.41973359e-06 1.53941356e-06 1.04190392e-06
 4.23719741e-07 6.83926144e-07 4.65245947e-07 1.63610595e-06
 1.32753108e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.03998276 0.06226726 0.06567572 0.04658035 0.01997972 0.02628738
 0.0190452  0.07442887 0.05859294]
L2 term: [1.08354361e-06 1.68745952e-06 1.77982979e-06 1.26233998e-06
 5.41455826e-07 7.12395066e-07 5.16130183e-07 2.01704264e-06
 1.58788450e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.04666506 0.07159561 0.07402903 0.05402364 0.02426496 0.02691036
 0.02075586 0.08772964 0.06775352]
L2 term: [1.26463579e-06 1.94026042e-06 2.00620688e-06 1.46405533e-06
 6.57587121e-07 7.29278072e-07 5.62489485e-07 2.37749709e-06
 1.83613877e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.05291017 0.0804126  0.08190424 0.0608351  0.02849177 0.02714779
 0.02231343 0.10033155 0.07649747]
L2 term: [1.43387995e-06 2.17920317e-06 2.21962718e-06 1.64864763e-06
 7.72134607e-07 7.35712464e-07 6.04700020e-07 2.71901206e-06
 2.07310207e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.05875224 0.08875466 0.08933818 0.06706897 0.03266103 0.02703806
 0.02373074 0.11228726 0.0848525 ]
L2 term: [1.59220169e-06 2.40527544e-06 2.42108878e-06 1.81758735e-06
 8.85122718e-07 7.32738685e-07 6.43109456e-07 3.04301527e-06
 2.29952562e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.06422267 0.09665543 0.09636468 0.07277502 0.03677373 0.02661616
 0.02501959 0.12364536 0.09284428]
L2 term: [1.74045186e-06 2.61938836e-06 2.61150901e-06 1.97222286e-06
 9.96577970e-07 7.21305197e-07 6.78037720e-07 3.35082280e-06
 2.51610521e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.06935025 0.10414584 0.1030148  0.07799875 0.04083088 0.02591392
 0.02619082 0.13445048 0.10049655]
L2 term: [1.87941059e-06 2.82238042e-06 2.79172902e-06 2.11378731e-06
 1.10652797e-06 7.02274385e-07 7.09778271e-07 3.64364442e-06
 2.72348364e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.07416133 0.11125431 0.10931695 0.0827817  0.04483353 0.02496023
 0.02725433 0.14474357 0.10783117]
L2 term: [2.00979209e-06 3.01502197e-06 2.96251890e-06 2.24340640e-06
 1.21500069e-06 6.76428949e-07 7.38599686e-07 3.92259004e-06
 2.92225384e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.07868001 0.11800695 0.11529712 0.08716173 0.04878269 0.02378125
 0.02821918 0.15456217 0.11486831]
L2 term: [2.13224950e-06 3.19802022e-06 3.12458307e-06 2.36210649e-06
 1.32202403e-06 6.44478402e-07 7.64747392e-07 4.18867665e-06
 3.11296220e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.08292832 0.12442769 0.12097907 0.09117336 0.05267938 0.02240071
 0.02909364 0.16394063 0.12162653]
L2 term: [2.24737991e-06 3.37202413e-06 3.27856555e-06 2.47082269e-06
 1.42762542e-06 6.07065426e-07 7.88445449e-07 4.44283549e-06
 3.29611199e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.0869264  0.13053852 0.12638453 0.09484801 0.05652459 0.02084008
 0.02988525 0.17291041 0.12812295]
L2 term: [2.35572909e-06 3.53762925e-06 3.42505514e-06 2.57040672e-06
 1.53183166e-06 5.64771942e-07 8.09898312e-07 4.68591901e-06
 3.47216679e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.09069267 0.13635961 0.13153338 0.09821431 0.06031928 0.0191188
 0.03060089 0.18150031 0.13437333]
L2 term: [2.45779602e-06 3.69538235e-06 3.56459029e-06 2.66163430e-06
 1.63466878e-06 5.18124783e-07 8.29292520e-07 4.91870767e-06
 3.64155374e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.09424397 0.14190949 0.13644379 0.10129833 0.06406438 0.01725447
 0.03124686 0.18973671 0.1403922 ]
L2 term: [2.55403717e-06 3.84578570e-06 3.69766361e-06 2.74521209e-06
 1.73616197e-06 4.67600941e-07 8.46798289e-07 5.14191618e-06
 3.80466664e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.09759572 0.14720521 0.14113239 0.10412383 0.06776078 0.01526303
 0.03182887 0.19764376 0.14619296]
L2 term: [2.64487033e-06 3.98930111e-06 3.82472608e-06 2.82178409e-06
 1.83633557e-06 4.13632380e-07 8.62570998e-07 5.35619945e-06
 3.96186883e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.10076203 0.15226245 0.14561444 0.10671249 0.07140936 0.01315892
 0.03235217 0.20524363 0.151788  ]
L2 term: [2.73067822e-06 4.12635359e-06 3.94619087e-06 2.89193745e-06
 1.93521307e-06 3.56610399e-07 8.76752553e-07 5.56215797e-06
 4.11349585e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.10375585 0.15709565 0.14990392 0.10908407 0.07501095 0.01095523
 0.03282154 0.21255665 0.15718876]
L2 term: [2.81181178e-06 4.25733467e-06 4.06243687e-06 2.95620788e-06
 2.03281716e-06 2.96889601e-07 8.89472641e-07 5.76034278e-06
 4.25985787e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.10658908 0.16171814 0.15401366 0.11125661 0.07856636 0.0086638
 0.03324136 0.21960149 0.16240583]
L2 term: [2.88859303e-06 4.38260550e-06 4.17381184e-06 3.01508438e-06
 2.12916971e-06 2.34791456e-07 9.00849865e-07 5.95126002e-06
 4.40124197e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.10927263 0.16614223 0.15795544 0.11324661 0.08207637 0.00629542
 0.03361563 0.22639534 0.16744903]
L2 term: [2.96131785e-06 4.50249956e-06 4.28063527e-06 3.06901372e-06
 2.22429188e-06 1.70607516e-07 9.10992779e-07 6.13537499e-06
 4.53791411e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.11181653 0.1703793  0.16174012 0.11506912 0.08554173 0.00385983
 0.03394803 0.23295398 0.17232747]
L2 term: [3.03025829e-06 4.61732521e-06 4.38320100e-06 3.11840432e-06
 2.31820413e-06 1.04602309e-07 9.20000823e-07 6.31311590e-06
 4.67012102e-06]
lambda_param: 0.01
m: 369
theta[1:]: [0.11423003 0.17443987 0.16537767 0.11673794 0.08896318 0.00136589
 0.03424191 0.23929197 0.17704959]
L2 term: [3.09566481e-06 4.72736788e-06 4.48177954e-06 3.16362982e-06
 2.41092627e-06 3.70159242e-08 9.27965162e-07 6.48487721e-06
 4.79809186e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.11652165  0.17833372  0.16887728  0.11826569  0.09234142 -0.00117835
  0.03450037  0.24542274  0.18162326]
L2 term: [ 3.15776820e-06  4.83289215e-06  4.57662018e-06  3.20503230e-06
  2.50247751e-06 -3.19336530e-08  9.34969451e-07  6.65102268e-06
  4.92203969e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.11869923  0.1820699   0.17224746  0.11966394  0.09567714 -0.00376559
  0.03472624  0.25135867  0.18605581]
L2 term: [ 3.21678137e-06  4.93414354e-06  4.66795292e-06  3.24292517e-06
  2.59287649e-06 -1.02048456e-07  9.41090518e-07  6.81188808e-06
  5.04216291e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.12077004  0.18565682  0.17549604  0.12094328  0.09897102 -0.00638919
  0.03492212  0.25711122  0.19035405]
L2 term: [ 3.27290091e-06  5.03135022e-06  4.75599011e-06  3.27759576e-06
  2.68214135e-06 -1.73148661e-07  9.46398985e-07  6.96778369e-06
  5.15864644e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.12274079  0.18910233  0.17863025  0.12211345  0.10222369 -0.00904312
  0.03509042  0.26269097  0.19452436]
L2 term: [ 3.32630854e-06  5.12472443e-06  4.84092810e-06  3.30930767e-06
  2.77028975e-06 -2.45070897e-07  9.50959817e-07  7.11899652e-06
  5.27166288e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.12461766  0.19241372  0.1816568   0.12318338  0.1054358  -0.0117219
  0.03523333  0.26810774  0.19857268]
L2 term: [ 3.37717239e-06  5.21446387e-06  4.92294854e-06  3.33830289e-06
  2.85733889e-06 -3.17666738e-07  9.54832832e-07  7.26579232e-06
  5.38137349e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.12640642  0.19559778  0.18458191  0.12416126  0.10860797 -0.01442057
  0.0353529   0.2733706   0.20250458]
L2 term: [ 3.42564818e-06  5.30075290e-06  5.00221968e-06  3.36480369e-06
  2.94330556e-06 -3.90801333e-07  9.58073149e-07  7.40841739e-06
  5.48792913e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.12811238  0.19866088  0.18741132  0.12505463  0.11174081 -0.0171346
  0.035451    0.278488    0.20632528]
L2 term: [ 3.47188026e-06  5.38376364e-06  5.07889750e-06  3.38901437e-06
  3.02820615e-06 -4.64352179e-07  9.60731596e-07  7.54710026e-06
  5.59147108e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.12974049  0.20160894  0.19015038  0.12587043  0.11483489 -0.01985988
  0.03552935  0.28346776  0.21003966]
L2 term: [ 3.51600256e-06  5.46365697e-06  5.15312677e-06  3.41112276e-06
  3.11205673e-06 -5.38208018e-07  9.62855081e-07  7.68205314e-06
  5.69213180e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.13129535  0.20444753  0.19280405  0.12661503  0.11789081 -0.02259268
  0.03558957  0.28831716  0.21365231]
L2 term: [ 3.55813945e-06  5.54058339e-06  5.22504191e-06  3.43130172e-06
  3.19487296e-06 -6.12267828e-07  9.64486922e-07  7.81347329e-06
  5.79003563e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1327812   0.20718184  0.19537694  0.12729431  0.12090913 -0.02532963
  0.03563312  0.29304298  0.21716755]
L2 term: [ 3.59840656e-06  5.61468391e-06  5.29476791e-06  3.44971034e-06
  3.27667025e-06 -6.86439929e-07  9.65667151e-07  7.94154424e-06
  5.88529939e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.13420203  0.20981675  0.19787334  0.12791367  0.12389041 -0.02806766
  0.03566137  0.29765152  0.22058942]
L2 term: [ 3.63691141e-06  5.68609072e-06  5.36242105e-06  3.46649509e-06
  3.35746365e-06 -7.60641158e-07  9.66432788e-07  8.06643690e-06
  5.97803295e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.13556153  0.21235684  0.20029724  0.12847809  0.12683519 -0.03080398
  0.03567559  0.30214866  0.22392174]
L2 term: [ 3.67375414e-06  5.75492790e-06  5.42810960e-06  3.48179096e-06
  3.43726796e-06 -8.34796132e-07  9.66818086e-07  8.18831055e-06
  6.06833977e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.13686313  0.21480641  0.20265238  0.12899215  0.129744   -0.03353607
  0.03567694  0.30653988  0.22716811]
L2 term: [ 3.70902802e-06  5.82131204e-06  5.49193449e-06  3.49572229e-06
  3.51609768e-06 -9.08836573e-07  9.66854756e-07  8.30731380e-06
  6.15631734e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.13811006  0.21716952  0.20494223  0.1294601   0.13261738 -0.03626166
  0.03566651  0.3108303   0.23033193]
L2 term: [ 3.74282005e-06  5.88535275e-06  5.55398984e-06  3.50840375e-06
  3.59396706e-06 -9.82700700e-07  9.66572174e-07  8.42358539e-06
  6.24205764e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1393053   0.21944995  0.20717001  0.12988582  0.13545585 -0.03897868
  0.03564531  0.31502471  0.23341639]
L2 term: [ 3.77521140e-06  5.94715324e-06  5.61436350e-06  3.51994105e-06
  3.67089011e-06 -1.05633267e-06  9.65997564e-07  8.53725494e-06
  6.32564751e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.14045165  0.22165132  0.20933878  0.13027293  0.13825989 -0.04168527
  0.03561426  0.31912757  0.23642454]
L2 term: [ 3.80627786e-06  6.00681074e-06  5.67313757e-06  3.53043169e-06
  3.74688057e-06 -1.12968210e-06  9.65156169e-07  8.64844368e-06
  6.40716904e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.14155173  0.22377698  0.21145135  0.13062473  0.14103003 -0.04437976
  0.03557423  0.32314308  0.23935922]
L2 term: [ 3.83609027e-06  6.06441692e-06  5.73038875e-06  3.53996564e-06
  3.82195197e-06 -1.20270354e-06  9.64071403e-07  8.75726508e-06
  6.48669985e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.14260798  0.22583015  0.21351037  0.1309443   0.14376674 -0.04706064
  0.03552603  0.32707516  0.24222317]
L2 term: [ 3.86471487e-06  6.12005831e-06  5.78618885e-06  3.54862588e-06
  3.89611761e-06 -1.27535613e-06  9.62764994e-07  8.86382540e-06
  6.56431345e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.14362268  0.22781383  0.21551833  0.13123444  0.14647051 -0.04972656
  0.03547039  0.33092748  0.24501893]
L2 term: [ 3.89221364e-06  6.17381665e-06  5.84060508e-06  3.55648902e-06
  3.96939056e-06 -1.34760319e-06  9.61257113e-07  8.96822426e-06
  6.64007950e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.14459799  0.22973088  0.21747754  0.13149779  0.14914182 -0.0523763
  0.035408    0.33470348  0.24774896]
L2 term: [ 3.91864461e-06  6.22576921e-06  5.89370039e-06  3.56362573e-06
  4.04178369e-06 -1.41941184e-06  9.59566490e-07  9.07055510e-06
  6.71406404e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.14553589  0.231584    0.2193902   0.13173674  0.15178113 -0.05500878
  0.03533952  0.33840642  0.25041557]
L2 term: [ 3.94406216e-06  6.27598909e-06  5.94553383e-06  3.57010126e-06
  4.11330966e-06 -1.49075274e-06  9.57710521e-07  9.17090563e-06
  6.78632976e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.14643829  0.23337573  0.22125833  0.13195351  0.1543889  -0.05762303
  0.03526553  0.34203932  0.25302095]
L2 term: [ 3.96851728e-06  6.32454551e-06  5.99616079e-06  3.57597584e-06
  4.18398093e-06 -1.56159972e-06  9.55705370e-07  9.26935825e-06
  6.85693619e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.14730693  0.2351085   0.22308387  0.13215016  0.15696558 -0.0602182
  0.03518659  0.34560505  0.25556718]
L2 term: [ 3.99205778e-06  6.37150406e-06  6.04563326e-06  3.58130504e-06
  4.25380976e-06 -1.63192959e-06  9.53566057e-07  9.36599043e-06
  6.92593993e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.14814348  0.2367846   0.2248686   0.13232857  0.15951162 -0.06279354
  0.03510321  0.34910629  0.25805627]
L2 term: [ 4.01472858e-06  6.41692693e-06  6.09400011e-06  3.58614017e-06
  4.32280820e-06 -1.70172186e-06  9.51306542e-07  9.46087504e-06
  6.99339482e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1489495   0.23840622  0.22661424  0.1324905   0.16202746 -0.06534837
  0.03501588  0.35254558  0.26049009]
L2 term: [ 4.03657182e-06  6.46087314e-06  6.14130726e-06  3.59052857e-06
  4.39098813e-06 -1.77095850e-06  9.48939800e-07  9.55408070e-06
  7.05935211e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.14972644  0.23997541  0.22832236  0.13263756  0.16451353 -0.06788212
  0.03492503  0.3559253   0.26287046]
L2 term: [ 4.05762714e-06  6.50339874e-06  6.18759792e-06  3.59451393e-06
  4.45836125e-06 -1.83962375e-06  9.46477895e-07  9.64567201e-06
  7.12386062e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15047568  0.24149415  0.22999448  0.13277124  0.16697025 -0.07039428
  0.03483109  0.3592477   0.26519908]
L2 term: [ 4.07793180e-06  6.54455698e-06  6.23291276e-06  3.59813655e-06
  4.52493905e-06 -1.90770394e-06  9.43932042e-07  9.73570992e-06
  7.18696689e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15119852  0.2429643   0.231632    0.1328929   0.16939804 -0.07288441
  0.03473444  0.36251489  0.2674776 ]
L2 term: [ 4.09752086e-06  6.58439850e-06  6.27729010e-06  3.60143362e-06
  4.59073286e-06 -1.97518730e-06  9.41312666e-07  9.82425189e-06
  7.24871532e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15189617  0.24438765  0.23323627  0.13300381  0.17179732 -0.07535215
  0.03463543  0.3657289   0.26970757]
L2 term: [ 4.11642731e-06  6.62297150e-06  6.32076604e-06  3.60443943e-06
  4.65575381e-06 -2.04206381e-06  9.38629461e-07  9.91135217e-06
  7.30914828e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15256978  0.24576588  0.23480852  0.13310515  0.17416848 -0.07779719
  0.03453439  0.36889159  0.2718905 ]
L2 term: [ 4.13468226e-06  6.66032186e-06  6.36337465e-06  3.60718559e-06
  4.72001289e-06 -2.10832503e-06  9.35891436e-07  9.99706201e-06
  7.36830625e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15322042  0.2471006   0.23634996  0.13319798  0.17651192 -0.08021927
  0.03443165  0.37200476  0.27402781]
L2 term: [ 4.15231498e-06  6.69649328e-06  6.40514808e-06  3.60970123e-06
  4.78352089e-06 -2.17396400e-06  9.33106965e-07  1.00814298e-05
  7.42622792e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15384913  0.24839336  0.23786171  0.13328329  0.17882804 -0.08261818
  0.03432747  0.3750701   0.27612087]
L2 term: [ 4.16935310e-06  6.73152744e-06  6.44611667e-06  3.61201321e-06
  4.84628844e-06 -2.23897509e-06  9.30283832e-07  1.01645014e-05
  7.48295030e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15445686  0.24964563  0.23934481  0.133362    0.18111723 -0.08499376
  0.03422214  0.37808922  0.27817097]
L2 term: [ 4.18582268e-06  6.76546409e-06  6.48630913e-06  3.61414623e-06
  4.90832599e-06 -2.30335391e-06  9.27429265e-07  1.02463202e-05
  7.53850879e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15504451  0.25085879  0.24080027  0.13343494  0.18337986 -0.08734589
  0.03411589  0.38106361  0.28017939]
L2 term: [ 4.20174832e-06  6.79834117e-06  6.52575257e-06  3.61612306e-06
  4.96964385e-06 -2.36709716e-06  9.24549982e-07  1.03269272e-05
  7.59293731e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15561295  0.25203419  0.24222904  0.13350289  0.1856163  -0.08967447
  0.03400897  0.38399473  0.2821473 ]
L2 term: [ 4.21715324e-06  6.83019492e-06  6.56447268e-06  3.61796462e-06
  5.03025213e-06 -2.43020257e-06  9.21652219e-07  1.04063612e-05
  7.64626833e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15616299  0.25317311  0.24363202  0.13356657  0.18782693 -0.09197948
  0.03390157  0.38688393  0.28407587]
L2 term: [ 4.23205939e-06  6.86105995e-06  6.60249374e-06  3.61969015e-06
  5.09016082e-06 -2.49266882e-06  9.18741763e-07  1.04846593e-05
  7.69853299e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15669539  0.25427677  0.24501005  0.13362661  0.19001211 -0.09426088
  0.03379391  0.3897325   0.28596619]
L2 term: [ 4.24648754e-06  6.89096937e-06  6.63983880e-06  3.62131734e-06
  5.14937972e-06 -2.55449542e-06  9.15823986e-07  1.05618563e-05
  7.74976118e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15721087  0.25534633  0.24636394  0.13368362  0.19217219 -0.09651869
  0.03368615  0.39254167  0.28781932]
L2 term: [ 4.26045729e-06  6.91995485e-06  6.67652967e-06  3.62286242e-06
  5.20791848e-06 -2.61568265e-06  9.12903866e-07  1.06379856e-05
  7.79998155e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15771013  0.25638292  0.24769446  0.13373816  0.19430753 -0.09875294
  0.03357848  0.3953126   0.28963628]
L2 term: [ 4.27398724e-06  6.94804669e-06  6.71258707e-06  3.62434027e-06
  5.26578661e-06 -2.67623149e-06  9.09986020e-07  1.07130787e-05
  7.84922164e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1581938   0.25738761  0.24900233  0.13379071  0.19641846 -0.1009637
  0.03347106  0.39804641  0.29141804]
L2 term: [ 4.28709496e-06  6.97527392e-06  6.74803066e-06  3.62576454e-06
  5.32299346e-06 -2.73614358e-06  9.07074721e-07  1.07871655e-05
  7.89750789e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15866251  0.25836141  0.25028824  0.13384175  0.19850533 -0.10315104
  0.03336402  0.40074414  0.29316555]
L2 term: [ 4.29979713e-06  7.00166434e-06  6.78287911e-06  3.62714772e-06
  5.37954822e-06 -2.79542111e-06  9.04173925e-07  1.08602748e-05
  7.94486572e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15911684  0.25930533  0.25155284  0.1338917   0.20056847 -0.10531507
  0.0332575   0.4034068   0.29487969]
L2 term: [ 4.31210953e-06  7.02724462e-06  6.81715017e-06  3.62850124e-06
  5.43545994e-06 -2.85406682e-06  9.01287290e-07  1.09324335e-05
  7.99131959e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15955734  0.26022029  0.25279676  0.13394093  0.20260821 -0.1074559
  0.03315163  0.40603534  0.29656135]
L2 term: [ 4.32404714e-06  7.05204031e-06  6.85086071e-06  3.62983553e-06
  5.49073753e-06 -2.91208389e-06  8.98418195e-07  1.10036676e-05
  8.03689303e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.15998453  0.2611072   0.25402059  0.13398981  0.20462488 -0.10957366
  0.03304652  0.40863067  0.29821136]
L2 term: [ 4.33562417e-06  7.07607596e-06  6.88402681e-06  3.63116010e-06
  5.54538974e-06 -2.96947594e-06  8.95569760e-07  1.10740018e-05
  8.08160867e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16039892  0.26196694  0.25522489  0.13403865  0.20661879 -0.11166851
  0.03294229  0.41119366  0.29983052]
L2 term: [ 4.34685412e-06  7.09937511e-06  6.91666377e-06  3.63248363e-06
  5.59942519e-06 -3.02624700e-06  8.92744858e-07  1.11434595e-05
  8.12548835e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16080097  0.26280034  0.25641021  0.13408774  0.20859025 -0.11374061
  0.03283901  0.41372513  0.30141961]
L2 term: [ 4.35774979e-06  7.12196037e-06  6.94878617e-06  3.63381399e-06
  5.65285237e-06 -3.08240140e-06  8.89946138e-07  1.12120633e-05
  8.16855307e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16119113  0.26360819  0.25757705  0.13413734  0.21053958 -0.11579013
  0.0327368   0.41622589  0.30297937]
L2 term: [ 4.36832336e-06  7.14385349e-06  6.98040792e-06  3.63515835e-06
  5.70567962e-06 -3.13794380e-06  8.87176031e-07  1.12798344e-05
  8.21082311e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16156984  0.26439128  0.25872591  0.1341877   0.21246707 -0.11781724
  0.03263572  0.41869668  0.30451053]
L2 term: [ 4.37858641e-06  7.16507535e-06  7.01154228e-06  3.63652316e-06
  5.75791513e-06 -3.19287913e-06  8.84436772e-07  1.13467934e-05
  8.25231801e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16193749  0.26515034  0.25985725  0.13423904  0.21437302 -0.11982214
  0.03253585  0.42113822  0.30601379]
L2 term: [ 4.38854995e-06  7.18564605e-06  7.04220192e-06  3.63791430e-06
  5.80956698e-06 -3.24721256e-06  8.81730406e-07  1.14129598e-05
  8.29305663e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16229448  0.26588608  0.26097152  0.13429154  0.21625773 -0.12180504
  0.03243727  0.4235512   0.30748981]
L2 term: [ 4.39822445e-06  7.20558492e-06  7.07239896e-06  3.63933702e-06
  5.86064311e-06 -3.30094948e-06  8.79058805e-07  1.14783523e-05
  8.33305719e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16264117  0.2665992   0.26206915  0.13434538  0.21812148 -0.12376612
  0.03234003  0.42593629  0.30893925]
L2 term: [ 4.40761991e-06  7.22491058e-06  7.10214497e-06  3.64079607e-06
  5.91115133e-06 -3.35409546e-06  8.76423675e-07  1.15429889e-05
  8.37233727e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16297792  0.26729035  0.26315054  0.13440071  0.21996457 -0.12570561
  0.0322442   0.42829412  0.31036272]
L2 term: [ 4.41674582e-06  7.24364094e-06  7.13145102e-06  3.64229570e-06
  5.96109934e-06 -3.40665623e-06  8.73826570e-07  1.16068867e-05
  8.41091387e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16330506  0.26796017  0.26421609  0.13445768  0.22178725 -0.12762373
  0.03214982  0.43062529  0.31176085]
L2 term: [ 4.42561125e-06  7.26179326e-06  7.16032772e-06  3.64383968e-06
  6.01049467e-06 -3.45863768e-06  8.71268899e-07  1.16700620e-05
  8.44880340e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1636229   0.26860928  0.26526618  0.13451642  0.22358982 -0.12952069
  0.03205695  0.43293038  0.3131342 ]
L2 term: [ 4.43422484e-06  7.27938420e-06  7.18878523e-06  3.64543139e-06
  6.05934478e-06 -3.51004579e-06  8.68751937e-07  1.17325307e-05
  8.48602176e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16393175  0.26923826  0.26630115  0.13457702  0.22537254 -0.13139672
  0.03196562  0.43520996  0.31448336]
L2 term: [ 4.44259485e-06  7.29642979e-06  7.21683329e-06  3.64707378e-06
  6.10765697e-06 -3.56088668e-06  8.66276832e-07  1.17943078e-05
  8.52258430e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16423191  0.26984769  0.26732136  0.13463959  0.22713568 -0.13325205
  0.03187587  0.43746455  0.31580887]
L2 term: [ 4.45072914e-06  7.31294549e-06  7.24448125e-06  3.64876948e-06
  6.15543845e-06 -3.61116654e-06  8.63844613e-07  1.18554080e-05
  8.55850590e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16452364  0.27043812  0.26832713  0.13470422  0.22887949 -0.1350869
  0.03178773  0.43969468  0.31711126]
L2 term: [ 4.45863524e-06  7.32894626e-06  7.27173806e-06  3.65052075e-06
  6.20269629e-06 -3.66089160e-06  8.61456202e-07  1.19158450e-05
  8.59380096e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16480722  0.27101008  0.2693188   0.13477096  0.23060424 -0.13690152
  0.03170125  0.44190083  0.31839104]
L2 term: [ 4.46632034e-06  7.34444648e-06  7.29861236e-06  3.65232956e-06
  6.24943744e-06 -3.71006820e-06  8.59112413e-07  1.19756322e-05
  8.62848341e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1650829   0.27156408  0.27029665  0.13483989  0.23231018 -0.13869613
  0.03161644  0.44408348  0.31964871]
L2 term: [ 4.47379130e-06  7.35946009e-06  7.32511241e-06  3.65419760e-06
  6.29566877e-06 -3.75870268e-06  8.56813966e-07  1.20347827e-05
  8.66256678e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16535092  0.27210062  0.27126098  0.13491106  0.23399755 -0.14047097
  0.03153332  0.44624309  0.32088477]
L2 term: [ 4.48105471e-06  7.37400051e-06  7.35124620e-06  3.65612629e-06
  6.34139701e-06 -3.80680142e-06  8.54561488e-07  1.20933087e-05
  8.69606415e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16561151  0.27262018  0.27221209  0.13498451  0.2356666  -0.14222628
  0.03145192  0.4483801   0.32209967]
L2 term: [ 4.48811685e-06  7.38808075e-06  7.37702137e-06  3.65811681e-06
  6.38662880e-06 -3.85437084e-06  8.52355524e-07  1.21512221e-05
  8.72898822e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1658649   0.27312322  0.27315023  0.13506028  0.23731758 -0.1439623
  0.03137225  0.45049492  0.32329386]
L2 term: [ 4.49498375e-06  7.40171334e-06  7.40244533e-06  3.66017012e-06
  6.43137064e-06 -3.90141733e-06  8.50196536e-07  1.22085345e-05
  8.76135130e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1661113   0.2736102   0.27407568  0.13513839  0.23895071 -0.14567926
  0.03129433  0.45258798  0.3244678 ]
L2 term: [ 4.50166120e-06  7.41491044e-06  7.42752517e-06  3.66228698e-06
  6.47562896e-06 -3.94794732e-06  8.48084913e-07  1.22652570e-05
  8.79316535e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16635091  0.27408153  0.27498868  0.13521887  0.24056623 -0.14737739
  0.03121817  0.45465966  0.32562191]
L2 term: [ 4.50815472e-06  7.42768379e-06  7.45226777e-06  3.66446795e-06
  6.51941007e-06 -3.99396721e-06  8.46020977e-07  1.23214001e-05
  8.82444196e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16658393  0.27453765  0.27588948  0.13530173  0.24216437 -0.14905694
  0.03114378  0.45671035  0.3267566 ]
L2 term: [ 4.51446962e-06  7.44004474e-06  7.47667975e-06  3.66671343e-06
  6.56272018e-06 -4.03948337e-06  8.44004981e-07  1.23769743e-05
  8.85519240e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16681055  0.27497896  0.27677832  0.13538697  0.24374536 -0.15071813
  0.03107117  0.45874041  0.32787228]
L2 term: [ 4.52061100e-06  7.45200430e-06  7.50076750e-06  3.66902366e-06
  6.60556540e-06 -4.08450219e-06  8.42037118e-07  1.24319894e-05
  8.88542759e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16703094  0.27540585  0.27765542  0.13547461  0.24530942 -0.15236121
  0.03100034  0.46075019  0.32896934]
L2 term: [ 4.52658376e-06  7.46357310e-06  7.52453719e-06  3.67139874e-06
  6.64795175e-06 -4.12902998e-06  8.40117527e-07  1.24864551e-05
  8.91515817e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16724529  0.2758187   0.27852101  0.13556465  0.24685676 -0.1539864
  0.03093129  0.46274005  0.33004816]
L2 term: [ 4.53239258e-06  7.47476147e-06  7.54799480e-06  3.67383862e-06
  6.68988513e-06 -4.17307306e-06  8.38246291e-07  1.25403806e-05
  8.94439446e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16745375  0.27621788  0.27937529  0.13565706  0.2483876  -0.15559393
  0.03086403  0.4647103   0.33110911]
L2 term: [ 4.53804200e-06  7.48557939e-06  7.57114609e-06  3.67634315e-06
  6.73137138e-06 -4.21663769e-06  8.36423445e-07  1.25937750e-05
  8.97314650e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16765649  0.27660375  0.28021848  0.13575186  0.24990216 -0.15718404
  0.03079855  0.46666127  0.33215255]
L2 term: [ 4.54353634e-06  7.49603654e-06  7.59399667e-06  3.67891207e-06
  6.77241621e-06 -4.25973007e-06  8.34648977e-07  1.26466470e-05
  9.00142405e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16785366  0.27697665  0.28105077  0.13584901  0.25140063 -0.15875695
  0.03073485  0.46859328  0.33317883]
L2 term: [ 4.54887979e-06  7.50614231e-06  7.61655194e-06  3.68154499e-06
  6.81302526e-06 -4.30235638e-06  8.32922832e-07  1.26990049e-05
  9.02923662e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16804542  0.27733692  0.28187235  0.13594851  0.25288323 -0.16031289
  0.03067294  0.47050662  0.3341883 ]
L2 term: [ 4.55407637e-06  7.51590579e-06  7.63881715e-06  3.68424147e-06
  6.85320409e-06 -4.34452273e-06  8.31244916e-07  1.27508569e-05
  9.05659343e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1682319   0.27768489  0.28268342  0.13605034  0.25435016 -0.16185208
  0.0306128   0.47240158  0.33518128]
L2 term: [ 4.55912995e-06  7.52533582e-06  7.66079738e-06  3.68700097e-06
  6.89295814e-06 -4.38623519e-06  8.29615095e-07  1.28022109e-05
  9.08350348e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16841323  0.27802087  0.28348416  0.13615446  0.2558016  -0.16337474
  0.03055443  0.47427845  0.3361581 ]
L2 term: [ 4.56404426e-06  7.53444094e-06  7.68249756e-06  3.68982287e-06
  6.93229279e-06 -4.42749975e-06  8.28033204e-07  1.28530746e-05
  9.10997553e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16858957  0.27834517  0.28427474  0.13626087  0.25723777 -0.16488109
  0.03049781  0.4761375   0.33711907]
L2 term: [ 4.56882290e-06  7.54322946e-06  7.70392249e-06  3.69270648e-06
  6.97121334e-06 -4.46832236e-06  8.26499042e-07  1.29034553e-05
  9.13601810e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16876102  0.27865808  0.28505533  0.13636952  0.25865885 -0.16637136
  0.03044296  0.477979    0.3380645 ]
L2 term: [ 4.57346935e-06  7.55170946e-06  7.72507681e-06  3.69565107e-06
  7.00972497e-06 -4.50870889e-06  8.25012380e-07  1.29533604e-05
  9.16163951e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16892772  0.2789599   0.28582611  0.1364804   0.26006503 -0.16784574
  0.03038984  0.4798032   0.33899469]
L2 term: [ 4.57798693e-06  7.55988876e-06  7.74596505e-06  3.69865584e-06
  7.04783283e-06 -4.54866515e-06  8.23572962e-07  1.30027968e-05
  9.18684783e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16908978  0.2792509   0.28658723  0.13659347  0.2614565  -0.16930447
  0.03033846  0.48161036  0.33990992]
L2 term: [ 4.58237889e-06  7.56777497e-06  7.76659158e-06  3.70171994e-06
  7.08554193e-06 -4.58819690e-06  8.22180503e-07  1.30517712e-05
  9.21165097e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16924732  0.27953135  0.28733885  0.13670869  0.26283343 -0.17074773
  0.0302888   0.48340072  0.34081049]
L2 term: [ 4.58664834e-06  7.57537546e-06  7.78696069e-06  3.70484249e-06
  7.12285727e-06 -4.62730982e-06  8.20834698e-07  1.31002904e-05
  9.23605660e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16940046  0.27980153  0.28808112  0.13682603  0.26419602 -0.17217575
  0.03024085  0.48517451  0.34169667]
L2 term: [ 4.59079830e-06  7.58269741e-06  7.80707653e-06  3.70802257e-06
  7.15978370e-06 -4.66600950e-06  8.19535216e-07  1.31483608e-05
  9.26007223e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16954929  0.28006169  0.2888142   0.13694546  0.26554443 -0.17358873
  0.0301946   0.48693198  0.34256872]
L2 term: [ 4.59483168e-06  7.58974781e-06  7.82694314e-06  3.71125921e-06
  7.19632606e-06 -4.70430149e-06  8.18281708e-07  1.31959885e-05
  9.28370516e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16969392  0.28031208  0.28953823  0.13706695  0.26687885 -0.17498686
  0.03015002  0.48867333  0.34342692]
L2 term: [ 4.59875130e-06  7.59653341e-06  7.84656447e-06  3.71455143e-06
  7.23248907e-06 -4.74219126e-06  8.17073806e-07  1.32431798e-05
  9.30696253e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16983446  0.28055294  0.29025335  0.13719044  0.26819944 -0.17637035
  0.03010712  0.4903988   0.34427151]
L2 term: [ 4.60255988e-06  7.60306083e-06  7.86594437e-06  3.71789822e-06
  7.26827740e-06 -4.77968421e-06  8.15911125e-07  1.32899405e-05
  9.32985130e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.169971    0.28078452  0.29095969  0.13731592  0.26950637 -0.17773939
  0.03006587  0.4921086   0.34510276]
L2 term: [ 4.60626006e-06  7.60933645e-06  7.88508657e-06  3.72129854e-06
  7.30369563e-06 -4.81678565e-06  8.14793262e-07  1.33362764e-05
  9.35237826e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17010363  0.28100702  0.29165741  0.13744332  0.27079981 -0.17909418
  0.03002626  0.49380293  0.3459209 ]
L2 term: [ 4.60985441e-06  7.61536653e-06  7.90399472e-06  3.72475134e-06
  7.33874830e-06 -4.85350085e-06  8.13719802e-07  1.33821931e-05
  9.37455004e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17023244  0.2812207   0.29234661  0.13757263  0.27207993 -0.18043491
  0.02998827  0.49548199  0.34672617]
L2 term: [ 4.61334539e-06  7.62115711e-06  7.92267239e-06  3.72825556e-06
  7.37343985e-06 -4.88983498e-06  8.12690315e-07  1.34276961e-05
  9.39637312e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17035754  0.28142575  0.29302744  0.13770379  0.27334688 -0.18176177
  0.02995189  0.49714598  0.34751881]
L2 term: [ 4.61673540e-06  7.62671411e-06  7.94112307e-06  3.73181012e-06
  7.40777466e-06 -4.92579314e-06  8.11704360e-07  1.34727909e-05
  9.41785381e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17047899  0.2816224   0.29370002  0.13783677  0.27460084 -0.18307494
  0.0299171   0.4987951   0.34829904]
L2 term: [ 4.62002677e-06  7.63204327e-06  7.95935014e-06  3.73541394e-06
  7.44175706e-06 -4.96138037e-06  8.10761484e-07  1.35174825e-05
  9.43899830e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17059688  0.28181084  0.29436447  0.13797153  0.27584194 -0.1843746
  0.02988388  0.50042954  0.34906709]
L2 term: [ 4.62322175e-06  7.63715017e-06  7.97735694e-06  3.73906591e-06
  7.47539130e-06 -4.99660164e-06  8.09861226e-07  1.35617761e-05
  9.45981262e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1707113   0.28199129  0.29502091  0.13810803  0.27707035 -0.18566094
  0.02985221  0.50204947  0.34982317]
L2 term: [ 4.62632253e-06  7.64204026e-06  7.99514669e-06  3.74276494e-06
  7.50868156e-06 -5.03146183e-06  8.09003112e-07  1.36056767e-05
  9.48030267e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17082232  0.28216392  0.29566946  0.13824622  0.27828622 -0.18693414
  0.02982209  0.50365508  0.3505675 ]
L2 term: [ 4.62933124e-06  7.64671883e-06  8.01272257e-06  3.74650994e-06
  7.54163197e-06 -5.06596576e-06  8.08186665e-07  1.36491892e-05
  9.50047420e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17093002  0.28232895  0.29631024  0.13838606  0.2794897  -0.18819436
  0.02979348  0.50524654  0.35130028]
L2 term: [ 4.63224995e-06  7.65119106e-06  8.03008770e-06  3.75029979e-06
  7.57424660e-06 -5.10011817e-06  8.07411398e-07  1.36923182e-05
  9.52033286e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17103448  0.28248655  0.29694334  0.13852752  0.28068094 -0.18944179
  0.02976637  0.50682403  0.35202172]
L2 term: [ 4.63508064e-06  7.65546197e-06  8.04724509e-06  3.75413339e-06
  7.60652946e-06 -5.13392374e-06  8.06676817e-07  1.37350685e-05
  9.53988414e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17113575  0.2826369   0.2975689   0.13867056  0.28186008 -0.19067658
  0.02974075  0.50838771  0.35273202]
L2 term: [ 4.63782528e-06  7.65953646e-06  8.06419772e-06  3.75800966e-06
  7.63848447e-06 -5.16738708e-06  8.05982424e-07  1.37774447e-05
  9.55913345e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17123392  0.28278017  0.298187    0.13881512  0.28302726 -0.19189892
  0.02971659  0.50993774  0.35343137]
L2 term: [ 4.64048576e-06  7.66341931e-06  8.08094851e-06  3.76192748e-06
  7.67011554e-06 -5.20051272e-06  8.05327715e-07  1.38194510e-05
  9.57808604e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17132906  0.28291655  0.29879776  0.13896119  0.28418264 -0.19310896
  0.02969388  0.51147429  0.35411997]
L2 term: [ 4.64306391e-06  7.66711516e-06  8.09750029e-06  3.76588578e-06
  7.70142649e-06 -5.23330512e-06  8.04712183e-07  1.38610920e-05
  9.59674708e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17142122  0.28304619  0.29940128  0.1391087   0.28532634 -0.19430686
  0.02967259  0.51299752  0.35479799]
L2 term: [ 4.64556154e-06  7.67062855e-06  8.11385586e-06  3.76988347e-06
  7.73242109e-06 -5.26576868e-06  8.04135318e-07  1.39023718e-05
  9.61512159e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17151048  0.28316927  0.29999766  0.13925763  0.2864585  -0.1954928
  0.02965271  0.51450757  0.35546562]
L2 term: [ 4.64798037e-06  7.67396391e-06  8.13001796e-06  3.77391948e-06
  7.76310306e-06 -5.29790773e-06  8.03596604e-07  1.39432947e-05
  9.63321453e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17159689  0.28328593  0.300587    0.13940793  0.28757927 -0.19666691
  0.02963422  0.51600461  0.35612303]
L2 term: [ 4.65032212e-06  7.67712554e-06  8.14598926e-06  3.77799273e-06
  7.79347607e-06 -5.32972653e-06  8.03095525e-07  1.39838647e-05
  9.65103072e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17168051  0.28339634  0.3011694   0.13955957  0.28868876 -0.19782936
  0.0296171   0.51748877  0.35677041]
L2 term: [ 4.65258843e-06  7.68011766e-06  8.16177240e-06  3.78210217e-06
  7.82354372e-06 -5.36122927e-06  8.02631564e-07  1.40240858e-05
  9.66857488e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17176142  0.28350065  0.30174495  0.13971251  0.28978712 -0.1989803
  0.02960133  0.5189602   0.35740793]
L2 term: [ 4.65478091e-06  7.68294435e-06  8.17736995e-06  3.78624676e-06
  7.85330957e-06 -5.39242009e-06  8.02204200e-07  1.40639620e-05
  9.68585166e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17183965  0.283599    0.30231375  0.1398667   0.29087448 -0.20011988
  0.0295869   0.52041905  0.35803574]
L2 term: [ 4.65690114e-06  7.68560963e-06  8.19278444e-06  3.79042545e-06
  7.88277713e-06 -5.42330305e-06  8.01812913e-07  1.41034972e-05
  9.70286557e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17191528  0.28369153  0.30287588  0.14002211  0.29195095 -0.20124825
  0.02957377  0.52186545  0.35865402]
L2 term: [ 4.65895063e-06  7.68811740e-06  8.20801835e-06  3.79463721e-06
  7.91194986e-06 -5.45388215e-06  8.01457182e-07  1.41426950e-05
  9.71962106e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17198835  0.2837784   0.30343144  0.14017871  0.29301667 -0.20236555
  0.02956194  0.52329954  0.35926292]
L2 term: [ 4.66093089e-06  7.69047145e-06  8.22307412e-06  3.79888105e-06
  7.94083117e-06 -5.48416132e-06  8.01136486e-07  1.41815592e-05
  9.73612247e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17205892  0.28385973  0.30398051  0.14033645  0.29407176 -0.20347193
  0.02955138  0.52472145  0.3598626 ]
L2 term: [ 4.66284336e-06  7.69267552e-06  8.23795414e-06  3.80315595e-06
  7.96942441e-06 -5.51414444e-06  8.00850305e-07  1.42200935e-05
  9.75237408e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17212704  0.28393566  0.30452318  0.14049531  0.29511634 -0.20456752
  0.02954207  0.52613132  0.36045322]
L2 term: [ 4.66468947e-06  7.69473323e-06  8.25266077e-06  3.80746093e-06
  7.99773289e-06 -5.54383533e-06  8.00598119e-07  1.42583014e-05
  9.76838004e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17219276  0.28400632  0.30505954  0.14065524  0.29615054 -0.20565247
  0.029534    0.52752928  0.36103493]
L2 term: [ 4.66647059e-06  7.69664811e-06  8.26719629e-06  3.81179501e-06
  8.02575988e-06 -5.57323774e-06  8.00379408e-07  1.42961864e-05
  9.78414445e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17225614  0.28407183  0.30558967  0.1408162   0.29717447 -0.20672691
  0.02952715  0.52891545  0.36160787]
L2 term: [ 4.66818809e-06  7.69842362e-06  8.28156300e-06  3.81615723e-06
  8.05350861e-06 -5.60235536e-06  8.00193656e-07  1.43337520e-05
  9.79967131e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17231722  0.28413233  0.30611366  0.14097817  0.29818824 -0.20779098
  0.02952149  0.53028996  0.36217219]
L2 term: [ 4.66984327e-06  7.70006314e-06  8.29576310e-06  3.82054665e-06
  8.08098223e-06 -5.63119182e-06  8.00040346e-07  1.43710015e-05
  9.81496456e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17237604  0.28418793  0.30663158  0.14114111  0.29919199 -0.2088448
  0.02951701  0.53165292  0.36272803]
L2 term: [ 4.67143743e-06  7.70156996e-06  8.30979879e-06  3.82496232e-06
  8.10818388e-06 -5.65975071e-06  7.99918966e-07  1.44079383e-05
  9.83002805e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17243266  0.28423876  0.3071435   0.14130498  0.3001858  -0.20988851
  0.02951369  0.53300447  0.36327554]
L2 term: [ 4.67297182e-06  7.70294730e-06  8.32367222e-06  3.82940335e-06
  8.13511665e-06 -5.68803554e-06  7.99829002e-07  1.44445656e-05
  9.84486553e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17248712  0.28428492  0.30764952  0.14146976  0.30116981 -0.21092224
  0.02951151  0.53434472  0.36381484]
L2 term: [ 4.67444768e-06  7.70419830e-06  8.33738550e-06  3.83386881e-06
  8.16178358e-06 -5.71604977e-06  7.99769946e-07  1.44808867e-05
  9.85948073e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17253946  0.28432653  0.30814971  0.1416354   0.30214413 -0.2119461
  0.02951045  0.53567378  0.36434607]
L2 term: [ 4.67586620e-06  7.70532603e-06  8.35094072e-06  3.83835782e-06
  8.18818768e-06 -5.74379683e-06  7.99741292e-07  1.45169047e-05
  9.87387727e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17258973  0.28436371  0.30864414  0.14180188  0.30310885 -0.21296023
  0.0295105   0.53699178  0.36486937]
L2 term: [ 4.67722856e-06  7.70633349e-06  8.36433992e-06  3.84286950e-06
  8.21433189e-06 -5.77128006e-06  7.99742535e-07  1.45526227e-05
  9.88805870e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17263798  0.28439655  0.30913289  0.14196917  0.30406409 -0.21396475
  0.02951163  0.53829881  0.36538485]
L2 term: [ 4.67853591e-06  7.70722360e-06  8.37758512e-06  3.84740300e-06
  8.24021914e-06 -5.79850275e-06  7.99773174e-07  1.45880438e-05
  9.90202852e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17268423  0.28442517  0.30961603  0.14213723  0.30500995 -0.21495978
  0.02951383  0.53959501  0.36589266]
L2 term: [ 4.67978937e-06  7.70799923e-06  8.39067829e-06  3.85195747e-06
  8.26585232e-06 -5.82546818e-06  7.99832714e-07  1.46231709e-05
  9.91579015e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17272853  0.28444967  0.31009363  0.14230603  0.30594654 -0.21594542
  0.02951707  0.54088046  0.3663929 ]
L2 term: [ 4.68099004e-06  7.70866318e-06  8.40362138e-06  3.85653208e-06
  8.29123425e-06 -5.85217952e-06  7.99920658e-07  1.46580071e-05
  9.92934695e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17277093  0.28447015  0.31056576  0.14247555  0.30687397 -0.21692181
  0.02952135  0.54215529  0.36688571]
L2 term: [ 4.68213899e-06  7.70921817e-06  8.41641630e-06  3.86112602e-06
  8.31636774e-06 -5.87863993e-06  8.00036517e-07  1.46925552e-05
  9.94270221e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17281146  0.28448671  0.3110325   0.14264575  0.30779233 -0.21788906
  0.02952663  0.54341959  0.3673712 ]
L2 term: [ 4.68323728e-06  7.70966688e-06  8.42906496e-06  3.86573848e-06
  8.34125556e-06 -5.90485250e-06  8.00179805e-07  1.47268182e-05
  9.95585918e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17285015  0.28449944  0.3114939   0.1428166   0.30870173 -0.21884727
  0.02953292  0.54467347  0.3678495 ]
L2 term: [ 4.68428593e-06  7.71001191e-06  8.44156919e-06  3.87036868e-06
  8.36590044e-06 -5.93082028e-06  8.00350037e-07  1.47607987e-05
  9.96882102e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17288705  0.28450844  0.31195005  0.14298808  0.30960226 -0.21979656
  0.02954017  0.54591704  0.3683207 ]
L2 term: [ 4.68528595e-06  7.71025581e-06  8.45393084e-06  3.87501585e-06
  8.39030506e-06 -5.95654628e-06  8.00546735e-07  1.47944997e-05
  9.98159085e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17292219  0.2845138   0.312401    0.14316016  0.31049402 -0.22073703
  0.02954839  0.54715039  0.36878494]
L2 term: [ 4.68623832e-06  7.71040109e-06  8.46615171e-06  3.87967923e-06
  8.41447207e-06 -5.98203344e-06  8.00769424e-07  1.48279239e-05
  9.99417172e-06]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17295561  0.28451561  0.31284682  0.14333281  0.31137711 -0.2216688
  0.02955755  0.54837363  0.36924231]
L2 term: [ 4.68714402e-06  7.71045017e-06  8.47823355e-06  3.88435809e-06
  8.43840411e-06 -6.00728468e-06  8.01017632e-07  1.48610739e-05
  1.00065666e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17298735  0.28451396  0.31328757  0.14350601  0.31225163 -0.22259197
  0.02956763  0.54958684  0.36969293]
L2 term: [ 4.68800399e-06  7.71040545e-06  8.49017813e-06  3.88905168e-06
  8.46210374e-06 -6.03230284e-06  8.01290894e-07  1.48939524e-05
  1.00187786e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17301743  0.28450893  0.31372333  0.14367972  0.31311766 -0.22350665
  0.02957862  0.55079014  0.3701369 ]
L2 term: [ 4.68881914e-06  7.71026924e-06  8.50198717e-06  3.89375931e-06
  8.48557353e-06 -6.05709076e-06  8.01588747e-07  1.49265620e-05
  1.00308104e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17304589  0.28450062  0.31415414  0.14385392  0.31397531 -0.22441293
  0.02959051  0.55198361  0.37057433]
L2 term: [ 4.68959040e-06  7.71004383e-06  8.51366234e-06  3.89848027e-06
  8.50881598e-06 -6.08165119e-06  8.01910732e-07  1.49589054e-05
  1.00426649e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17307276  0.28448909  0.31458008  0.14402859  0.31482466 -0.22531092
  0.02960326  0.55316734  0.37100533]
L2 term: [ 4.69031865e-06  7.70973145e-06  8.52520534e-06  3.90321387e-06
  8.53183359e-06 -6.10598688e-06  8.02256397e-07  1.49909850e-05
  1.00543449e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17309808  0.28447443  0.3150012   0.1442037   0.3156658  -0.22620071
  0.02961687  0.55434144  0.37142998]
L2 term: [ 4.69100475e-06  7.70933427e-06  8.53661780e-06  3.90795945e-06
  8.55462881e-06 -6.13010050e-06  8.02625292e-07  1.50228033e-05
  1.00658532e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17312187  0.28445673  0.31541756  0.14437923  0.31649883 -0.2270824
  0.02963133  0.55550599  0.3718484 ]
L2 term: [ 4.69164957e-06  7.70885442e-06  8.54790134e-06  3.91271635e-06
  8.57720404e-06 -6.15399470e-06  8.03016973e-07  1.50543629e-05
  1.00771924e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17314417  0.28443605  0.31582922  0.14455516  0.31732383 -0.2279561
  0.0296466   0.55666108  0.37226068]
L2 term: [ 4.69225394e-06  7.70829399e-06  8.55905756e-06  3.91748393e-06
  8.59956169e-06 -6.17767208e-06  8.03431000e-07  1.50856662e-05
  1.00883652e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17316501  0.28441247  0.31623625  0.14473145  0.31814088 -0.22882189
  0.02966269  0.55780681  0.37266691]
L2 term: [ 4.69281868e-06  7.70765502e-06  8.57008803e-06  3.92226155e-06
  8.62170412e-06 -6.20113522e-06  8.03866938e-07  1.51167156e-05
  1.00993742e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17318442  0.28438607  0.31663869  0.14490809  0.31895008 -0.22967987
  0.02967957  0.55894325  0.37306719]
L2 term: [ 4.69334460e-06  7.70693950e-06  8.58099430e-06  3.92704861e-06
  8.64363363e-06 -6.22438662e-06  8.04324356e-07  1.51475135e-05
  1.01102219e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17320242  0.28435691  0.31703661  0.14508506  0.31975151 -0.23053012
  0.02969722  0.56007049  0.37346161]
L2 term: [ 4.69383248e-06  7.70614938e-06  8.59177792e-06  3.93184448e-06
  8.66535254e-06 -6.24742878e-06  8.04802828e-07  1.51780622e-05
  1.01209109e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17321905  0.28432507  0.31743005  0.14526233  0.32054525 -0.23137275
  0.02971564  0.56118863  0.37385026]
L2 term: [ 4.69428309e-06  7.70528656e-06  8.60244037e-06  3.93664860e-06
  8.68686312e-06 -6.27026415e-06  8.05301935e-07  1.52083639e-05
  1.01314435e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17323433  0.28429062  0.31781908  0.14543989  0.32133138 -0.23220783
  0.0297348   0.56229774  0.37423324]
L2 term: [ 4.69469720e-06  7.70435292e-06  8.61298315e-06  3.94146037e-06
  8.70816759e-06 -6.29289513e-06  8.05821259e-07  1.52384211e-05
  1.01418222e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17324829  0.28425363  0.31820375  0.1456177   0.32211    -0.23303546
  0.0297547   0.56339791  0.37461062]
L2 term: [ 4.69507555e-06  7.70335028e-06  8.62340773e-06  3.94627923e-06
  8.72926818e-06 -6.31532411e-06  8.06360389e-07  1.52682360e-05
  1.01520495e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17326096  0.28421415  0.3185841   0.14579576  0.32288116 -0.23385572
  0.02977531  0.56448921  0.3749825 ]
L2 term: [ 4.69541887e-06  7.70228043e-06  8.63371554e-06  3.95110463e-06
  8.75016705e-06 -6.33755340e-06  8.06918918e-07  1.52978107e-05
  1.01621275e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17327236  0.28417225  0.31896021  0.14597404  0.32364497 -0.2346687
  0.02979662  0.56557174  0.37534896]
L2 term: [ 4.69572788e-06  7.70114511e-06  8.64390802e-06  3.95593602e-06
  8.77086638e-06 -6.35958533e-06  8.07496445e-07  1.53271475e-05
  1.01720586e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17328252  0.28412801  0.3193321   0.14615252  0.32440149 -0.23547448
  0.02981862  0.56664557  0.37571009]
L2 term: [ 4.69600327e-06  7.69994604e-06  8.65398656e-06  3.96077289e-06
  8.79136829e-06 -6.38142215e-06  8.08092572e-07  1.53562485e-05
  1.01818451e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17329147  0.28408147  0.31969985  0.14633118  0.3251508  -0.23627314
  0.02984128  0.56771078  0.37606595]
L2 term: [ 4.69624574e-06  7.69868488e-06  8.66395256e-06  3.96561470e-06
  8.81167487e-06 -6.40306610e-06  8.08706907e-07  1.53851159e-05
  1.01914892e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17329922  0.28403271  0.32006349  0.14651001  0.32589298 -0.23706477
  0.02986461  0.56876744  0.37641665]
L2 term: [ 4.69645596e-06  7.69736328e-06  8.67380738e-06  3.97046096e-06
  8.83178820e-06 -6.42451938e-06  8.09339064e-07  1.54137518e-05
  1.02009931e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17330582  0.28398177  0.32042308  0.14668898  0.32662811 -0.23784944
  0.02988858  0.56981564  0.37676224]
L2 term: [ 4.69663460e-06  7.69598284e-06  8.68355237e-06  3.97531117e-06
  8.85171034e-06 -6.44578416e-06  8.09988659e-07  1.54421583e-05
  1.02103588e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17331127  0.28392872  0.32077867  0.14686808  0.32735626 -0.23862723
  0.02991318  0.57085545  0.37710282]
L2 term: [ 4.69678231e-06  7.69454513e-06  8.69318885e-06  3.98016485e-06
  8.87144330e-06 -6.46686257e-06  8.10655314e-07  1.54703374e-05
  1.02195886e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1733156   0.28387361  0.3211303   0.14704729  0.3280775  -0.23939822
  0.0299384   0.57188695  0.37743846]
L2 term: [ 4.69689972e-06  7.69305168e-06  8.70271814e-06  3.98502152e-06
  8.89098909e-06 -6.48775671e-06  8.11338657e-07  1.54982912e-05
  1.02286844e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17331884  0.2838165   0.32147802  0.1472266   0.3287919  -0.24016249
  0.02996421  0.5729102   0.37776922]
L2 term: [ 4.69698748e-06  7.69150399e-06  8.71214154e-06  3.98988073e-06
  8.91034967e-06 -6.50846866e-06  8.12038319e-07  1.55260217e-05
  1.02376484e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.173321    0.28375744  0.32182189  0.14740598  0.32949955 -0.24092012
  0.02999062  0.57392529  0.3780952 ]
L2 term: [ 4.69704619e-06  7.68990353e-06  8.72146031e-06  3.99474202e-06
  8.92952700e-06 -6.52900046e-06  8.12753938e-07  1.55535309e-05
  1.02464824e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17332212  0.28369649  0.32216193  0.14758542  0.3302005  -0.24167117
  0.0300176   0.57493228  0.37841646]
L2 term: [ 4.69707645e-06  7.68825175e-06  8.73067572e-06  3.99960496e-06
  8.94852301e-06 -6.54935412e-06  8.13485154e-07  1.55808207e-05
  1.02551885e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17332221  0.2836337   0.32249821  0.14776491  0.33089483 -0.24241572
  0.03004515  0.57593125  0.37873306]
L2 term: [ 4.69707887e-06  7.68655006e-06  8.73978901e-06  4.00446911e-06
  8.96733959e-06 -6.56953162e-06  8.14231613e-07  1.56078931e-05
  1.02637687e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17332129  0.28356911  0.32283077  0.14794443  0.33158261 -0.24315384
  0.03007324  0.57692227  0.37904509]
L2 term: [ 4.69705403e-06  7.68479982e-06  8.74880140e-06  4.00933405e-06
  8.98597862e-06 -6.58953492e-06  8.14992966e-07  1.56347499e-05
  1.02722247e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17331939  0.28350279  0.32315965  0.14812396  0.33226391 -0.2438856
  0.03010187  0.57790541  0.37935261]
L2 term: [ 4.69700249e-06  7.68300239e-06  8.75771411e-06  4.01419937e-06
  9.00444197e-06 -6.60936594e-06  8.15768868e-07  1.56613932e-05
  1.02805586e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17331653  0.28343477  0.3234849   0.14830349  0.33293879 -0.24461108
  0.03013103  0.57888073  0.37965569]
L2 term: [ 4.69692483e-06  7.68115909e-06  8.76652833e-06  4.01906467e-06
  9.02273146e-06 -6.62902659e-06  8.16558981e-07  1.56878247e-05
  1.02887720e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17331272  0.28336511  0.32380655  0.148483    0.33360732 -0.24533034
  0.03016069  0.57984831  0.37995439]
L2 term: [ 4.69682159e-06  7.67927122e-06  8.77524523e-06  4.02392957e-06
  9.04084891e-06 -6.64851872e-06  8.17362967e-07  1.57140464e-05
  1.02968669e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17330798  0.28329385  0.32412465  0.14866249  0.33426958 -0.24604345
  0.03019086  0.58080821  0.38024878]
L2 term: [ 4.69669332e-06  7.67734004e-06  8.78386597e-06  4.02879368e-06
  9.05879610e-06 -6.66784418e-06  8.18180498e-07  1.57400600e-05
  1.03048450e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17330235  0.28322103  0.32443925  0.14884193  0.33492561 -0.24675048
  0.03022151  0.5817605   0.38053893]
L2 term: [ 4.69654055e-06  7.67536678e-06  8.79239171e-06  4.03365662e-06
  9.07657481e-06 -6.68700480e-06  8.19011246e-07  1.57658673e-05
  1.03127080e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17329582  0.28314671  0.32475039  0.14902132  0.33557549 -0.24745149
  0.03025265  0.58270525  0.38082489]
L2 term: [ 4.69636381e-06  7.67335267e-06  8.80082357e-06  4.03851803e-06
  9.09418678e-06 -6.70600236e-06  8.19854890e-07  1.57914702e-05
  1.03204578e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17328844  0.28307093  0.3250581   0.14920063  0.33621929 -0.24814655
  0.03028424  0.58364252  0.38110674]
L2 term: [ 4.69616360e-06  7.67129888e-06  8.80916267e-06  4.04337757e-06
  9.11163374e-06 -6.72483863e-06  8.20711113e-07  1.58168704e-05
  1.03280959e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1732802   0.28299372  0.32536243  0.14937987  0.33685705 -0.24883572
  0.03031629  0.58457237  0.38138453]
L2 term: [ 4.69594044e-06  7.66920659e-06  8.81741012e-06  4.04823488e-06
  9.12891739e-06 -6.74351535e-06  8.21579602e-07  1.58420697e-05
  1.03356240e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17327114  0.28291514  0.32566342  0.14955901  0.33748885 -0.24951906
  0.03034878  0.58549488  0.38165832]
L2 term: [ 4.69569482e-06  7.66707692e-06  8.82556699e-06  4.05308962e-06
  9.14603942e-06 -6.76203423e-06  8.22460050e-07  1.58670698e-05
  1.03430439e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17326126  0.28283522  0.32596111  0.14973804  0.33811476 -0.25019665
  0.03038169  0.58641009  0.38192817]
L2 term: [ 4.69542722e-06  7.66491100e-06  8.83363437e-06  4.05794146e-06
  9.16300150e-06 -6.78039697e-06  8.23352152e-07  1.58918724e-05
  1.03503570e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1732506   0.282754    0.32625553  0.14991695  0.33873481 -0.25086853
  0.03041503  0.58731808  0.38219415]
L2 term: [ 4.69513813e-06  7.66270991e-06  8.84161330e-06  4.06279010e-06
  9.17980526e-06 -6.79860523e-06  8.24255610e-07  1.59164792e-05
  1.03575650e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17323915  0.28267152  0.32654673  0.15009574  0.33934909 -0.25153478
  0.03044878  0.58821891  0.3824563 ]
L2 term: [ 4.69482802e-06  7.66047472e-06  8.84950485e-06  4.06763520e-06
  9.19645234e-06 -6.81666067e-06  8.25170128e-07  1.59408919e-05
  1.03646695e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17322695  0.28258782  0.32683474  0.15027438  0.33995765 -0.25219544
  0.03048292  0.58911264  0.38271469]
L2 term: [ 4.69449735e-06  7.65820648e-06  8.85731004e-06  4.07247646e-06
  9.21294434e-06 -6.83456490e-06  8.26095416e-07  1.59651121e-05
  1.03716719e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17321401  0.28250294  0.3271196   0.15045287  0.34056054 -0.25285059
  0.03051745  0.58999932  0.38296938]
L2 term: [ 4.69414658e-06  7.65590621e-06  8.86502989e-06  4.07731360e-06
  9.22928286e-06 -6.85231953e-06  8.27031188e-07  1.59891414e-05
  1.03785739e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17320034  0.28241691  0.32740135  0.1506312   0.34115782 -0.25350027
  0.03055236  0.59087902  0.3832204 ]
L2 term: [ 4.69377614e-06  7.65357490e-06  8.87266540e-06  4.08214631e-06
  9.24546945e-06 -6.86992614e-06  8.27977161e-07  1.60129816e-05
  1.03853768e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17318596  0.28232978  0.32768003  0.15080935  0.34174956 -0.25414455
  0.03058763  0.5917518   0.38346783]
L2 term: [ 4.69338649e-06  7.65121355e-06  8.88021757e-06  4.08697431e-06
  9.26150569e-06 -6.88738627e-06  8.28933056e-07  1.60366342e-05
  1.03920822e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17317089  0.28224157  0.32795566  0.15098732  0.3423358  -0.25478348
  0.03062326  0.59261772  0.38371171]
L2 term: [ 4.69297804e-06  7.64882311e-06  8.88768738e-06  4.09179733e-06
  9.27739308e-06 -6.90470147e-06  8.29898602e-07  1.60601007e-05
  1.03986914e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17315514  0.28215233  0.3282283   0.1511651   0.34291661 -0.25541712
  0.03065923  0.59347683  0.3839521 ]
L2 term: [ 4.69255123e-06  7.64640453e-06  8.89507580e-06  4.09661510e-06
  9.29313316e-06 -6.92187325e-06  8.30873527e-07  1.60833828e-05
  1.04052059e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17313873  0.28206208  0.32849796  0.15134267  0.34349204 -0.25604552
  0.03069554  0.59432919  0.38418904]
L2 term: [ 4.69210647e-06  7.64395871e-06  8.90238378e-06  4.10142735e-06
  9.30872742e-06 -6.93890310e-06  8.31857566e-07  1.61064820e-05
  1.04116272e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17312167  0.28197085  0.32876469  0.15152003  0.34406214 -0.25666874
  0.03073218  0.59517486  0.3844226 ]
L2 term: [ 4.69164417e-06  7.64148657e-06  8.90961226e-06  4.10623384e-06
  9.32417734e-06 -6.95579250e-06  8.32850458e-07  1.61293999e-05
  1.04179565e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17310398  0.28187869  0.32902852  0.15169717  0.34462697 -0.25728683
  0.03076914  0.59601389  0.38465281]
L2 term: [ 4.69116473e-06  7.63898898e-06  8.91676218e-06  4.11103431e-06
  9.33948439e-06 -6.97254291e-06  8.33851945e-07  1.61521379e-05
  1.04241953e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17308567  0.28178563  0.32928949  0.15187407  0.34518659 -0.25789985
  0.0308064   0.59684634  0.38487972]
L2 term: [ 4.69066855e-06  7.63646681e-06  8.92383446e-06  4.11582851e-06
  9.35465001e-06 -6.98915575e-06  8.34861773e-07  1.61746976e-05
  1.04303448e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17306676  0.28169168  0.32954763  0.15205074  0.34574103 -0.25850784
  0.03084396  0.59767227  0.38510339]
L2 term: [ 4.69015601e-06  7.63392090e-06  8.93082999e-06  4.12061623e-06
  9.36967563e-06 -7.00563245e-06  8.35879693e-07  1.61970804e-05
  1.04364063e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17304725  0.28159689  0.32980296  0.15222716  0.34629036 -0.25911086
  0.03088181  0.59849172  0.38532387]
L2 term: [ 4.68962749e-06  7.63135209e-06  8.93774969e-06  4.12539721e-06
  9.38456267e-06 -7.02197440e-06  8.36905458e-07  1.62192879e-05
  1.04423812e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17302718  0.28150129  0.33005553  0.15240332  0.34683463 -0.25970895
  0.03091994  0.59930476  0.38554119]
L2 term: [ 4.68908337e-06  7.62876117e-06  8.94459443e-06  4.13017125e-06
  9.39931253e-06 -7.03818298e-06  8.37938828e-07  1.62413215e-05
  1.04482708e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17300654  0.2814049   0.33030537  0.15257922  0.34737389 -0.26030218
  0.03095835  0.60011144  0.38575541]
L2 term: [ 4.68852403e-06  7.62614895e-06  8.95136508e-06  4.13493812e-06
  9.41392658e-06 -7.05425954e-06  8.38979563e-07  1.62631826e-05
  1.04540762e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17298535  0.28130775  0.33055251  0.15275484  0.34790819 -0.26089058
  0.03099701  0.6009118   0.38596657]
L2 term: [ 4.68794981e-06  7.62351620e-06  8.95806252e-06  4.13969761e-06
  9.42840619e-06 -7.07020544e-06  8.40027429e-07  1.62848727e-05
  1.04597987e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17296362  0.28120987  0.33079697  0.15293019  0.34843758 -0.26147421
  0.03103593  0.60170591  0.38617472]
L2 term: [ 4.68736108e-06  7.62086369e-06  8.96468759e-06  4.14444952e-06
  9.44275272e-06 -7.08602199e-06  8.41082195e-07  1.63063932e-05
  1.04654395e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17294138  0.28111129  0.3310388   0.15310525  0.3489621  -0.26205312
  0.0310751   0.60249381  0.38637989]
L2 term: [ 4.68675819e-06  7.61819214e-06  8.97124113e-06  4.14919364e-06
  9.45696749e-06 -7.10171051e-06  8.42143635e-07  1.63277455e-05
  1.04709999e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17291862  0.28101203  0.33127801  0.15328001  0.34948181 -0.26262735
  0.03111451  0.60327555  0.38658214]
L2 term: [ 4.68614147e-06  7.61550230e-06  8.97772397e-06  4.15392978e-06
  9.47105184e-06 -7.11727228e-06  8.43211524e-07  1.63489309e-05
  1.04764809e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17289537  0.28091213  0.33151465  0.15345447  0.34999676 -0.26319695
  0.03115414  0.60405119  0.38678151]
L2 term: [ 4.68551127e-06  7.61279488e-06  8.98413694e-06  4.15865774e-06
  9.48500706e-06 -7.13270858e-06  8.44285643e-07  1.63699509e-05
  1.04818837e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17287163  0.2808116   0.33174874  0.15362862  0.35050699 -0.26376196
  0.031194    0.60482077  0.38697803]
L2 term: [ 4.68486792e-06  7.61007057e-06  8.99048083e-06  4.16337736e-06
  9.49883445e-06 -7.14802067e-06  8.45365776e-07  1.63908069e-05
  1.04872095e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17284741  0.28071048  0.33198031  0.15380246  0.35101255 -0.26432244
  0.03123407  0.60558435  0.38717175]
L2 term: [ 4.68421175e-06  7.60733005e-06  8.99675646e-06  4.16808843e-06
  9.51253528e-06 -7.16320978e-06  8.46451710e-07  1.64115001e-05
  1.04924595e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17282274  0.28060878  0.33220939  0.15397598  0.35151349 -0.26487843
  0.03127435  0.60634197  0.38736272]
L2 term: [ 4.68354307e-06  7.60457400e-06  9.00296461e-06  4.17279080e-06
  9.52611081e-06 -7.17827715e-06  8.47543235e-07  1.64320318e-05
  1.04976346e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17279762  0.28050653  0.33243601  0.15414917  0.35200985 -0.26542996
  0.03131482  0.60709369  0.38755096]
L2 term: [ 4.68286220e-06  7.60180307e-06  9.00910607e-06  4.17748429e-06
  9.53956230e-06 -7.19322398e-06  8.48640145e-07  1.64524035e-05
  1.05027360e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17277205  0.28040376  0.3326602   0.15432203  0.35250168 -0.2659771
  0.03135549  0.60783955  0.38773652]
L2 term: [ 4.68216945e-06  7.59901790e-06  9.01518159e-06  4.18216874e-06
  9.55289098e-06 -7.20805147e-06  8.49742238e-07  1.64726165e-05
  1.05077647e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17274606  0.28030049  0.33288198  0.15449454  0.35298902 -0.26651987
  0.03139634  0.60857959  0.38791944]
L2 term: [ 4.68146512e-06  7.59621912e-06  9.02119195e-06  4.18684398e-06
  9.56609806e-06 -7.22276079e-06  8.50849314e-07  1.64926719e-05
  1.05127219e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17271966  0.28019673  0.33310139  0.15466671  0.35347192 -0.26705833
  0.03143737  0.60931388  0.38809975]
L2 term: [ 4.68074952e-06  7.59340734e-06  9.02713789e-06  4.19150986e-06
  9.57918476e-06 -7.23735312e-06  8.51961178e-07  1.65125712e-05
  1.05176085e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17269285  0.28009252  0.33331844  0.15483853  0.35395042 -0.26759251
  0.03147856  0.61004244  0.3882775 ]
L2 term: [ 4.68002293e-06  7.59058316e-06  9.03302015e-06  4.19616623e-06
  9.59215226e-06 -7.25182959e-06  8.53077638e-07  1.65323156e-05
  1.05224255e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17266564  0.27998787  0.33353318  0.15501     0.35442456 -0.26812246
  0.03151992  0.61076534  0.38845272]
L2 term: [ 4.67928565e-06  7.58774717e-06  9.03883947e-06  4.20081295e-06
  9.60500175e-06 -7.26619136e-06  8.54198502e-07  1.65519063e-05
  1.05271741e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17263805  0.27988281  0.33374561  0.1551811   0.3548944  -0.26864822
  0.03156144  0.61148261  0.38862545]
L2 term: [ 4.67853796e-06  7.58489994e-06  9.04459658e-06  4.20544986e-06
  9.61773440e-06 -7.28043953e-06  8.55323586e-07  1.65713445e-05
  1.05318550e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17261009  0.27977735  0.33395578  0.15535184  0.35535997 -0.26916983
  0.0316031   0.61219431  0.38879572]
L2 term: [ 4.67778014e-06  7.58204204e-06  9.05029217e-06  4.21007684e-06
  9.63035136e-06 -7.29457523e-06  8.56452706e-07  1.65906316e-05
  1.05364695e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17258176  0.27967152  0.33416371  0.1555222   0.3558213  -0.26968732
  0.03164491  0.61290047  0.38896358]
L2 term: [ 4.67701246e-06  7.57917402e-06  9.05592697e-06  4.21469374e-06
  9.64285377e-06 -7.30859953e-06  8.57585682e-07  1.66097687e-05
  1.05410183e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17255308  0.27956534  0.33436941  0.15569219  0.35627846 -0.27020075
  0.03168685  0.61360114  0.38912904]
L2 term: [ 4.67623519e-06  7.57629641e-06  9.06150166e-06  4.21930044e-06
  9.65524277e-06 -7.32251352e-06  8.58722337e-07  1.66287571e-05
  1.05455025e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17252405  0.27945882  0.33457293  0.15586179  0.35673147 -0.27071014
  0.03172893  0.61429637  0.38929216]
L2 term: [ 4.67544859e-06  7.57340974e-06  9.06701694e-06  4.22389682e-06
  9.66751946e-06 -7.33631828e-06  8.59862498e-07  1.66475980e-05
  1.05499229e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17249469  0.27935199  0.33477427  0.15603101  0.35718037 -0.27121555
  0.03177112  0.61498619  0.38945295]
L2 term: [ 4.67465294e-06  7.57051454e-06  9.07247349e-06  4.22848274e-06
  9.67968495e-06 -7.35001484e-06  8.61005992e-07  1.66662925e-05
  1.05542806e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17246501  0.27924486  0.33497348  0.15619984  0.35762522 -0.271717
  0.03181343  0.61567066  0.38961147]
L2 term: [ 4.67384847e-06  7.56761130e-06  9.07787197e-06  4.23305810e-06
  9.69174034e-06 -7.36360426e-06  8.62152653e-07  1.66848418e-05
  1.05585763e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17243501  0.27913745  0.33517056  0.15636828  0.35806604 -0.27221453
  0.03185586  0.61634982  0.38976773]
L2 term: [ 4.67303545e-06  7.56470052e-06  9.08321305e-06  4.23762277e-06
  9.70368670e-06 -7.37708756e-06  8.63302314e-07  1.67032471e-05
  1.05628110e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1724047   0.27902978  0.33536555  0.15653632  0.35850288 -0.27270819
  0.03189838  0.6170237   0.38992177]
L2 term: [ 4.67221411e-06  7.56178267e-06  9.08849739e-06  4.24217665e-06
  9.71552511e-06 -7.39046576e-06  8.64454815e-07  1.67215095e-05
  1.05669856e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1723741   0.27892187  0.33555848  0.15670395  0.35893577 -0.273198
  0.03194101  0.61769236  0.39007362]
L2 term: [ 4.67138471e-06  7.55885825e-06  9.09372562e-06  4.24671963e-06
  9.72725662e-06 -7.40373987e-06  8.65609995e-07  1.67396303e-05
  1.05711009e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1723432   0.27881373  0.33574935  0.15687118  0.35936476 -0.27368401
  0.03198373  0.61835583  0.39022332]
L2 term: [ 4.67054748e-06  7.55592769e-06  9.09889840e-06  4.25125160e-06
  9.73888228e-06 -7.41691087e-06  8.66767698e-07  1.67576105e-05
  1.05751578e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17231203  0.27870539  0.3359382   0.157038    0.35978988 -0.27416625
  0.03202653  0.61901415  0.3903709 ]
L2 term: [ 4.66970265e-06  7.55299147e-06  9.10401635e-06  4.25577246e-06
  9.75040313e-06 -7.42997975e-06  8.67927769e-07  1.67754512e-05
  1.05791572e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17228058  0.27859685  0.33612506  0.15720441  0.36021116 -0.27464476
  0.03206942  0.61966737  0.39051638]
L2 term: [ 4.66885046e-06  7.55005002e-06  9.10908010e-06  4.26028212e-06
  9.76182018e-06 -7.44294747e-06  8.69090059e-07  1.67931536e-05
  1.05830997e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17224887  0.27848813  0.33630993  0.1573704   0.36062866 -0.27511957
  0.03211239  0.62031552  0.3906598 ]
L2 term: [ 4.66799113e-06  7.54710376e-06  9.11409026e-06  4.26478048e-06
  9.77313444e-06 -7.45581499e-06  8.70254418e-07  1.68107187e-05
  1.05869864e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17221691  0.27837925  0.33649285  0.15753597  0.3610424  -0.27559072
  0.03215542  0.62095865  0.39080118]
L2 term: [ 4.66712487e-06  7.54415314e-06  9.11904743e-06  4.26926745e-06
  9.78434693e-06 -7.46858325e-06  8.71420700e-07  1.68281478e-05
  1.05908179e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1721847   0.27827023  0.33667384  0.15770111  0.36145242 -0.27605824
  0.03219853  0.6215968   0.39094056]
L2 term: [ 4.66625192e-06  7.54119856e-06  9.12395223e-06  4.27374295e-06
  9.79545863e-06 -7.48125320e-06  8.72588763e-07  1.68454417e-05
  1.05945950e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17215224  0.27816107  0.33685291  0.15786583  0.36185876 -0.27652217
  0.03224169  0.62223     0.39107796]
L2 term: [ 4.66537249e-06  7.53824042e-06  9.12880524e-06  4.27820688e-06
  9.80647052e-06 -7.49382575e-06  8.73758466e-07  1.68626017e-05
  1.05983186e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17211956  0.2780518   0.3370301   0.15803012  0.36226145 -0.27698254
  0.0322849   0.6228583   0.39121341]
L2 term: [ 4.66448678e-06  7.53527912e-06  9.13360705e-06  4.28265916e-06
  9.81738357e-06 -7.50630182e-06  8.74929670e-07  1.68796288e-05
  1.06019893e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17208666  0.27794243  0.33720542  0.15819398  0.36266053 -0.27743938
  0.03232817  0.62348174  0.39134694]
L2 term: [ 4.66359500e-06  7.53231504e-06  9.13835824e-06  4.28709973e-06
  9.82819875e-06 -7.51868231e-06  8.76102241e-07  1.68965240e-05
  1.06056080e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17205353  0.27783296  0.33737889  0.1583574   0.36305604 -0.27789272
  0.03237149  0.62410034  0.39147857]
L2 term: [ 4.66269735e-06  7.52934857e-06  9.14305938e-06  4.29152849e-06
  9.83891699e-06 -7.53096811e-06  8.77276045e-07  1.69132885e-05
  1.06091755e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1720202   0.27772342  0.33755054  0.15852038  0.363448   -0.27834261
  0.03241484  0.62471416  0.39160835]
L2 term: [ 4.66179404e-06  7.52638008e-06  9.14771103e-06  4.29594538e-06
  9.84953923e-06 -7.54316011e-06  8.78450951e-07  1.69299231e-05
  1.06126923e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17198667  0.27761383  0.33772038  0.15868293  0.36383645 -0.27878906
  0.03245823  0.62532323  0.39173628]
L2 term: [ 4.66088526e-06  7.52340992e-06  9.15231376e-06  4.30035032e-06
  9.86006642e-06 -7.55525916e-06  8.79626832e-07  1.69464290e-05
  1.06161593e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17195294  0.27750418  0.33788843  0.15884503  0.36422143 -0.27923212
  0.03250165  0.62592758  0.3918624 ]
L2 term: [ 4.65997121e-06  7.52043846e-06  9.15686812e-06  4.30474325e-06
  9.87049946e-06 -7.56726614e-06  8.80803561e-07  1.69628072e-05
  1.06195771e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17191902  0.2773945   0.33805472  0.15900668  0.36460297 -0.27967181
  0.0325451   0.62652726  0.39198673]
L2 term: [ 4.65905206e-06  7.51746602e-06  9.16137465e-06  4.30912411e-06
  9.88083927e-06 -7.57918189e-06  8.81981015e-07  1.69790586e-05
  1.06229465e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17188492  0.27728479  0.33821927  0.15916789  0.3649811  -0.28010817
  0.03258857  0.6271223   0.3921093 ]
L2 term: [ 4.65812802e-06  7.51449296e-06  9.16583389e-06  4.31349282e-06
  9.89108674e-06 -7.59100726e-06  8.83159073e-07  1.69951843e-05
  1.06262682e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17185065  0.27717507  0.33838209  0.15932864  0.36535586 -0.28054122
  0.03263206  0.62771274  0.39223013]
L2 term: [ 4.65719925e-06  7.51151961e-06  9.17024636e-06  4.31784933e-06
  9.90124276e-06 -7.60274308e-06  8.84337616e-07  1.70111853e-05
  1.06295428e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17181621  0.27706536  0.33854321  0.15948894  0.36572727 -0.280971
  0.03267556  0.62829861  0.39234925]
L2 term: [ 4.65626595e-06  7.50854627e-06  9.17461261e-06  4.32219359e-06
  9.91130822e-06 -7.61439016e-06  8.85516527e-07  1.70270625e-05
  1.06327710e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17178161  0.27695565  0.33870263  0.15964879  0.36609538 -0.28139753
  0.03271907  0.62887995  0.39246668]
L2 term: [ 4.65532828e-06  7.50557328e-06  9.17893314e-06  4.32652552e-06
  9.92128399e-06 -7.62594933e-06  8.86695692e-07  1.70428170e-05
  1.06359534e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17174686  0.27684597  0.33886039  0.15980818  0.36646021 -0.28182085
  0.03276259  0.62945679  0.39258245]
L2 term: [ 4.65438642e-06  7.50260093e-06  9.18320846e-06  4.33084509e-06
  9.93117093e-06 -7.63742139e-06  8.87874999e-07  1.70584497e-05
  1.06390908e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17171196  0.27673633  0.3390165   0.15996712  0.36682179 -0.28224098
  0.03280611  0.63002918  0.39269658]
L2 term: [ 4.65344054e-06  7.49962953e-06  9.18743909e-06  4.33515224e-06
  9.94096989e-06 -7.64880713e-06  8.89054336e-07  1.70739615e-05
  1.06421837e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17167691  0.27662673  0.33917098  0.16012559  0.36718016 -0.28265796
  0.03284962  0.63059714  0.39280909]
L2 term: [ 4.65249081e-06  7.49665938e-06  9.19162553e-06  4.33944692e-06
  9.95068172e-06 -7.66010733e-06  8.90233598e-07  1.70893534e-05
  1.06452328e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17164173  0.27651719  0.33932385  0.1602836   0.36753534 -0.28307181
  0.03289313  0.63116071  0.39292001]
L2 term: [ 4.65153738e-06  7.49369075e-06  9.19576826e-06  4.34372908e-06
  9.96030724e-06 -7.67132278e-06  8.91412676e-07  1.71046263e-05
  1.06482387e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17160642  0.27640771  0.33947512  0.16044115  0.36788737 -0.28348256
  0.03293663  0.63171993  0.39302936]
L2 term: [ 4.65058042e-06  7.49072393e-06  9.19986778e-06  4.34799869e-06
  9.96984730e-06 -7.68245424e-06  8.92591468e-07  1.71197812e-05
  1.06512021e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17157098  0.27629831  0.33962482  0.16059823  0.36823627 -0.28389024
  0.03298011  0.63227482  0.39313715]
L2 term: [ 4.64962010e-06  7.48775919e-06  9.20392457e-06  4.35225569e-06
  9.97930270e-06 -7.69350248e-06  8.93769873e-07  1.71348190e-05
  1.06541234e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17153543  0.276189    0.33977295  0.16075485  0.36858208 -0.28429488
  0.03302357  0.63282543  0.39324343]
L2 term: [ 4.64865655e-06  7.48479680e-06  9.20793911e-06  4.35650005e-06
  9.98867426e-06 -7.70446823e-06  8.94947789e-07  1.71497406e-05
  1.06570034e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17149976  0.27607979  0.33991955  0.160911    0.36892483 -0.2846965
  0.03306702  0.63337178  0.39334819]
L2 term: [ 4.64768994e-06  7.48183701e-06  9.21191186e-06  4.36073173e-06
  9.99796278e-06 -7.71535226e-06  8.96125119e-07  1.71645469e-05
  1.06598426e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17146398  0.27597068  0.34006462  0.16106668  0.36926454 -0.28509513
  0.03311044  0.63391391  0.39345148]
L2 term: [ 4.64672041e-06  7.47888010e-06  9.21584330e-06  4.36495068e-06
  1.00071690e-05 -7.72615528e-06  8.97301767e-07  1.71792388e-05
  1.06626416e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17142811  0.27586168  0.34020818  0.16122189  0.36960124 -0.2854908
  0.03315382  0.63445186  0.3935533 ]
L2 term: [ 4.64574812e-06  7.47592629e-06  9.21973388e-06  4.36915689e-06
  1.00162938e-05 -7.73687803e-06  8.98477640e-07  1.71938172e-05
  1.06654010e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17139213  0.27575281  0.34035025  0.16137663  0.36993497 -0.28588353
  0.03319718  0.63498564  0.39365367]
L2 term: [ 4.64477320e-06  7.47297584e-06  9.22358405e-06  4.37335031e-06
  1.00253380e-05 -7.74752123e-06  8.99652645e-07  1.72082830e-05
  1.06681213e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17135606  0.27564407  0.34049085  0.16153089  0.37026575 -0.28627336
  0.0332405   0.63551531  0.39375263]
L2 term: [ 4.64379579e-06  7.47002898e-06  9.22739427e-06  4.37753091e-06
  1.00343021e-05 -7.75808558e-06  9.00826692e-07  1.72226371e-05
  1.06708030e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17131991  0.27553547  0.34062999  0.16168468  0.37059361 -0.2866603
  0.03328379  0.63604088  0.39385019]
L2 term: [ 4.64281604e-06  7.46708595e-06  9.23116498e-06  4.38169867e-06
  1.00431872e-05 -7.76857180e-06  9.01999693e-07  1.72368803e-05
  1.06734468e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17128368  0.27542702  0.34076769  0.161838    0.37091857 -0.28704438
  0.03332703  0.6365624   0.39394636]
L2 term: [ 4.64183408e-06  7.46414696e-06  9.23489662e-06  4.38585356e-06
  1.00519938e-05 -7.77898057e-06  9.03171560e-07  1.72510135e-05
  1.06760531e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17124737  0.27531873  0.34090396  0.16199084  0.37124067 -0.28742563
  0.03337023  0.63707989  0.39404117]
L2 term: [ 4.64085005e-06  7.46121224e-06  9.23858961e-06  4.38999554e-06
  1.00607227e-05 -7.78931259e-06  9.04342210e-07  1.72650376e-05
  1.06786225e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17121098  0.27521061  0.34103882  0.1621432   0.37155993 -0.28780408
  0.03341338  0.63759338  0.39413464]
L2 term: [ 4.63986407e-06  7.45828200e-06  9.24224440e-06  4.39412460e-06
  1.00693748e-05 -7.79956853e-06  9.05511558e-07  1.72789534e-05
  1.06811556e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17117453  0.27510265  0.34117229  0.16229508  0.37187638 -0.28817974
  0.03345647  0.63810291  0.39422679]
L2 term: [ 4.63887628e-06  7.45535645e-06  9.24586139e-06  4.39824072e-06
  1.00779506e-05 -7.80974907e-06  9.06679525e-07  1.72927617e-05
  1.06836527e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17113802  0.27499488  0.34130437  0.16244649  0.37219004 -0.28855264
  0.03349952  0.6386085   0.39431763]
L2 term: [ 4.63788680e-06  7.45243580e-06  9.24944102e-06  4.40234387e-06
  1.00864509e-05 -7.81985487e-06  9.07846030e-07  1.73064633e-05
  1.06861145e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17110145  0.2748873   0.3414351   0.16259742  0.37250094 -0.28892282
  0.03354251  0.63911019  0.39440718]
L2 term: [ 4.63689575e-06  7.44952024e-06  9.25298368e-06  4.40643403e-06
  1.00948765e-05 -7.82988659e-06  9.09010995e-07  1.73200592e-05
  1.06885415e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17106483  0.27477991  0.34156447  0.16274786  0.37280911 -0.28929028
  0.03358543  0.639608    0.39449547]
L2 term: [ 4.63590326e-06  7.44660996e-06  9.25648979e-06  4.41051119e-06
  1.01032280e-05 -7.83984489e-06  9.10174343e-07  1.73335501e-05
  1.06909340e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17102816  0.27467272  0.34169251  0.16289783  0.37311458 -0.28965505
  0.0336283   0.64010197  0.3945825 ]
L2 term: [ 4.63490944e-06  7.44370517e-06  9.25995976e-06  4.41457532e-06
  1.01115062e-05 -7.84973041e-06  9.11336001e-07  1.73469368e-05
  1.06932927e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17099144  0.27456574  0.34181924  0.16304732  0.37341736 -0.29001717
  0.0336711   0.64059213  0.3946683 ]
L2 term: [ 4.63391442e-06  7.44080603e-06  9.26339397e-06  4.41862642e-06
  1.01197117e-05 -7.85954378e-06  9.12495895e-07  1.73602202e-05
  1.06956179e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17095469  0.27445898  0.34194466  0.16319632  0.37371749 -0.29037664
  0.03371383  0.6410785   0.39475289]
L2 term: [ 4.63291830e-06  7.43791273e-06  9.26679282e-06  4.42266448e-06
  1.01278452e-05 -7.86928565e-06  9.13653954e-07  1.73734010e-05
  1.06979103e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17091789  0.27435244  0.34206878  0.16334484  0.37401499 -0.2907335
  0.03375649  0.64156111  0.39483628]
L2 term: [ 4.63192121e-06  7.43502545e-06  9.27015671e-06  4.42668947e-06
  1.01359075e-05 -7.87895663e-06  9.14810108e-07  1.73864800e-05
  1.07001701e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17088107  0.27424613  0.34219163  0.16349288  0.37430988 -0.29108777
  0.03379908  0.64204     0.39491848]
L2 term: [ 4.63092324e-06  7.43214435e-06  9.27348602e-06  4.43070139e-06
  1.01438991e-05 -7.88855733e-06  9.15964287e-07  1.73994581e-05
  1.07023980e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17084421  0.27414005  0.34231322  0.16364044  0.37460218 -0.29143946
  0.0338416   0.64251519  0.39499953]
L2 term: [ 4.62992452e-06  7.42926960e-06  9.27678111e-06  4.43470023e-06
  1.01518207e-05 -7.89808838e-06  9.17116426e-07  1.74123359e-05
  1.07045942e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17080734  0.27403421  0.34243356  0.16378751  0.37489194 -0.29178861
  0.03388403  0.64298672  0.39507942]
L2 term: [ 4.62892513e-06  7.42640136e-06  9.28004238e-06  4.43868597e-06
  1.01596730e-05 -7.90755038e-06  9.18266460e-07  1.74251143e-05
  1.07067594e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17077044  0.27392862  0.34255267  0.1639341   0.37517915 -0.29213523
  0.03392639  0.6434546   0.39515818]
L2 term: [ 4.62792520e-06  7.42353979e-06  9.28327019e-06  4.44265863e-06
  1.01674567e-05 -7.91694393e-06  9.19414323e-07  1.74377940e-05
  1.07088939e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17073353  0.27382328  0.34267056  0.16408021  0.37546386 -0.29247935
  0.03396866  0.64391887  0.39523583]
L2 term: [ 4.62692482e-06  7.42068503e-06  9.28646491e-06  4.44661817e-06
  1.01751724e-05 -7.92626961e-06  9.20559953e-07  1.74503758e-05
  1.07109981e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1706966   0.27371819  0.34278723  0.16422583  0.37574608 -0.29282098
  0.03401085  0.64437955  0.39531238]
L2 term: [ 4.62592409e-06  7.41783725e-06  9.28962690e-06  4.45056462e-06
  1.01828207e-05 -7.93552802e-06  9.21703290e-07  1.74628605e-05
  1.07130726e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17065966  0.27361337  0.34290272  0.16437097  0.37602584 -0.29316016
  0.03405295  0.64483668  0.39538784]
L2 term: [ 4.62492312e-06  7.41499658e-06  9.29275652e-06  4.45449795e-06
  1.01904022e-05 -7.94471973e-06  9.22844274e-07  1.74752487e-05
  1.07151176e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17062272  0.27350882  0.34301702  0.16451563  0.37630316 -0.29349689
  0.03409497  0.64529027  0.39546223]
L2 term: [ 4.62392198e-06  7.41216317e-06  9.29585411e-06  4.45841817e-06
  1.01979177e-05 -7.95384533e-06  9.23982846e-07  1.74875413e-05
  1.07171336e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17058578  0.27340454  0.34313015  0.1646598   0.37657806 -0.29383121
  0.03413689  0.64574036  0.39553557]
L2 term: [ 4.62292079e-06  7.40933714e-06  9.29892004e-06  4.46232528e-06
  1.02053676e-05 -7.96290537e-06  9.25118949e-07  1.74997389e-05
  1.07191211e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17054883  0.27330054  0.34324213  0.16480349  0.37685057 -0.29416313
  0.03417872  0.64618698  0.39560787]
L2 term: [ 4.62191963e-06  7.40651864e-06  9.30195464e-06  4.46621927e-06
  1.02127527e-05 -7.97190042e-06  9.26252529e-07  1.75118423e-05
  1.07210804e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1705119   0.27319682  0.34335296  0.1649467   0.37712071 -0.29449267
  0.03422045  0.64663015  0.39567914]
L2 term: [ 4.62091860e-06  7.40370779e-06  9.30495826e-06  4.47010015e-06
  1.02200734e-05 -7.98083104e-06  9.27383529e-07  1.75238522e-05
  1.07230119e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17047497  0.27309338  0.34346266  0.16508942  0.3773885  -0.29481985
  0.03426209  0.64706989  0.3957494 ]
L2 term: [ 4.61991778e-06  7.40090472e-06  9.30793123e-06  4.47396792e-06
  1.02273305e-05 -7.98969778e-06  9.28511898e-07  1.75357694e-05
  1.07249161e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17043805  0.27299024  0.34357125  0.16523165  0.37765396 -0.29514469
  0.03430363  0.64750624  0.39581867]
L2 term: [ 4.61891726e-06  7.39810955e-06  9.31087389e-06  4.47782259e-06
  1.02345245e-05 -7.99850118e-06  9.29637583e-07  1.75475945e-05
  1.07267932e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17040114  0.2728874   0.34367872  0.16537341  0.37791711 -0.29546722
  0.03434506  0.64793921  0.39588695]
L2 term: [ 4.61791712e-06  7.39532240e-06  9.31378657e-06  4.48166415e-06
  1.02416560e-05 -8.00724179e-06  9.30760535e-07  1.75593283e-05
  1.07286437e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17036425  0.27278485  0.34378511  0.16551468  0.37817798 -0.29578745
  0.0343864   0.64836884  0.39595427]
L2 term: [ 4.61691746e-06  7.39254338e-06  9.31666959e-06  4.48549261e-06
  1.02487256e-05 -8.01592013e-06  9.31880703e-07  1.75709714e-05
  1.07304680e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17032739  0.27268261  0.34389041  0.16565546  0.37843658 -0.29610541
  0.03442763  0.64879516  0.39602063]
L2 term: [ 4.61591834e-06  7.38977261e-06  9.31952327e-06  4.48930798e-06
  1.02557339e-05 -8.02453674e-06  9.32998040e-07  1.75825245e-05
  1.07322664e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17029054  0.27258068  0.34399464  0.16579577  0.37869294 -0.2964211
  0.03446875  0.64921817  0.39608605]
L2 term: [ 4.61491985e-06  7.38701019e-06  9.32234793e-06  4.49311027e-06
  1.02626814e-05 -8.03309214e-06  9.34112499e-07  1.75939884e-05
  1.07340393e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17025372  0.27247905  0.34409781  0.16593559  0.37894709 -0.29673455
  0.03450977  0.64963792  0.39615054]
L2 term: [ 4.61392208e-06  7.38425622e-06  9.32514389e-06  4.49689949e-06
  1.02695687e-05 -8.04158686e-06  9.35224033e-07  1.76053637e-05
  1.07357870e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17021694  0.27237775  0.34419993  0.16607493  0.37919903 -0.29704579
  0.03455067  0.65005443  0.39621412]
L2 term: [ 4.61292509e-06  7.38151082e-06  9.32791146e-06  4.50067563e-06
  1.02763963e-05 -8.05002139e-06  9.36332599e-07  1.76166511e-05
  1.07375100e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17018018  0.27227676  0.34430102  0.16621379  0.37944879 -0.29735482
  0.03459147  0.65046771  0.39627679]
L2 term: [ 4.61192897e-06  7.37877407e-06  9.33065094e-06  4.50443872e-06
  1.02831649e-05 -8.05839625e-06  9.37438154e-07  1.76278512e-05
  1.07392085e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17014346  0.2721761   0.34440108  0.16635217  0.37969638 -0.29766167
  0.03463215  0.6508778   0.39633858]
L2 term: [ 4.61093378e-06  7.37604608e-06  9.33336263e-06  4.50818876e-06
  1.02898749e-05 -8.06671194e-06  9.38540654e-07  1.76389648e-05
  1.07408829e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17010677  0.27207576  0.34450013  0.16649006  0.37994184 -0.29796635
  0.03467272  0.65128472  0.39639949]
L2 term: [ 4.60993960e-06  7.37332693e-06  9.33604684e-06  4.51192577e-06
  1.02965269e-05 -8.07496897e-06  9.39640058e-07  1.76499924e-05
  1.07425335e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17007013  0.27197576  0.34459817  0.16662748  0.38018518 -0.29826889
  0.03471317  0.65168849  0.39645953]
L2 term: [ 4.60894650e-06  7.37061672e-06  9.33870387e-06  4.51564975e-06
  1.03031215e-05 -8.08316782e-06  9.40736327e-07  1.76609348e-05
  1.07441607e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.17003352  0.27187608  0.34469522  0.16676441  0.38042642 -0.2985693
  0.03475351  0.65208915  0.39651872]
L2 term: [ 4.60795454e-06  7.36791553e-06  9.34133400e-06  4.51936072e-06
  1.03096591e-05 -8.09130898e-06  9.41829421e-07  1.76717926e-05
  1.07457648e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16999696  0.27177675  0.34479129  0.16690087  0.38066558 -0.2988676
  0.03479372  0.6524867   0.39657707]
L2 term: [ 4.60696381e-06  7.36522344e-06  9.34393753e-06  4.52305869e-06
  1.03161403e-05 -8.09939293e-06  9.42919303e-07  1.76825664e-05
  1.07473461e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16996045  0.27167775  0.34488639  0.16703684  0.38090267 -0.2991638
  0.03483382  0.65288118  0.39663459]
L2 term: [ 4.60597435e-06  7.36254054e-06  9.34651473e-06  4.52674369e-06
  1.03225657e-05 -8.10742016e-06  9.44005935e-07  1.76932569e-05
  1.07489050e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16992399  0.27157909  0.34498053  0.16717234  0.38113773 -0.29945793
  0.03487379  0.65327261  0.3966913 ]
L2 term: [ 4.60498625e-06  7.35986691e-06  9.34906590e-06  4.53041571e-06
  1.03289356e-05 -8.11539113e-06  9.45089281e-07  1.77038647e-05
  1.07504417e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16988758  0.27148078  0.34507372  0.16730736  0.38137075 -0.29975
  0.03491365  0.65366101  0.3967472 ]
L2 term: [ 4.60399955e-06  7.35720262e-06  9.35159132e-06  4.53407479e-06
  1.03352508e-05 -8.12330632e-06  9.46169307e-07  1.77143904e-05
  1.07519566e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16985123  0.27138281  0.34516597  0.1674419   0.38160177 -0.30004003
  0.03495338  0.6540464   0.3968023 ]
L2 term: [ 4.60301433e-06  7.35454774e-06  9.35409126e-06  4.53772093e-06
  1.03415115e-05 -8.13116618e-06  9.47245978e-07  1.77248347e-05
  1.07534499e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16981493  0.2712852   0.34525728  0.16757597  0.38183081 -0.30032804
  0.03499298  0.65442881  0.39685662]
L2 term: [ 4.60203064e-06  7.35190234e-06  9.35656599e-06  4.54135415e-06
  1.03477184e-05 -8.13897119e-06  9.48319262e-07  1.77351982e-05
  1.07549221e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16977869  0.27118793  0.34534768  0.16770956  0.38205788 -0.30061403
  0.03503246  0.65480827  0.39691017]
L2 term: [ 4.60104855e-06  7.34926649e-06  9.35901578e-06  4.54497447e-06
  1.03538720e-05 -8.14672179e-06  9.49389126e-07  1.77454815e-05
  1.07563733e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16974251  0.27109103  0.34543717  0.16784267  0.38228299 -0.30089804
  0.03507181  0.65518478  0.39696296]
L2 term: [ 4.60006811e-06  7.34664026e-06  9.36144090e-06  4.54858192e-06
  1.03599727e-05 -8.15441843e-06  9.50455539e-07  1.77556851e-05
  1.07578039e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1697064   0.27099447  0.34552576  0.16797531  0.38250617 -0.30118007
  0.03511103  0.65555838  0.397015  ]
L2 term: [ 4.59908938e-06  7.34402371e-06  9.36384162e-06  4.55217650e-06
  1.03660210e-05 -8.16206157e-06  9.51518471e-07  1.77658098e-05
  1.07592141e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16967035  0.27089828  0.34561345  0.16810748  0.38272744 -0.30146015
  0.03515012  0.65592909  0.3970663 ]
L2 term: [ 4.59811241e-06  7.34141690e-06  9.36621819e-06  4.55575824e-06
  1.03720174e-05 -8.16965164e-06  9.52577893e-07  1.77758561e-05
  1.07606043e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16963436  0.27080245  0.34570027  0.16823917  0.38294681 -0.30173828
  0.03518909  0.65629693  0.39711687]
L2 term: [ 4.59713726e-06  7.33881989e-06  9.36857087e-06  4.55932716e-06
  1.03779624e-05 -8.17718908e-06  9.53633776e-07  1.77858246e-05
  1.07619748e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16959845  0.27070699  0.34578621  0.16837039  0.3831643  -0.30201448
  0.03522792  0.65666192  0.39716672]
L2 term: [ 4.59616399e-06  7.33623273e-06  9.37089992e-06  4.56288329e-06
  1.03838564e-05 -8.18467432e-06  9.54686093e-07  1.77957159e-05
  1.07633257e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16956261  0.27061189  0.34587129  0.16850114  0.38337993 -0.30228878
  0.03526661  0.65702408  0.39721586]
L2 term: [ 4.59519263e-06  7.33365547e-06  9.37320559e-06  4.56642663e-06
  1.03897000e-05 -8.19210780e-06  9.55734817e-07  1.78055306e-05
  1.07646574e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16952684  0.27051715  0.34595551  0.16863142  0.38359371 -0.30256118
  0.03530518  0.65738343  0.3972643 ]
L2 term: [ 4.59422326e-06  7.33108818e-06  9.37548812e-06  4.56995722e-06
  1.03954936e-05 -8.19948994e-06  9.56779922e-07  1.78152692e-05
  1.07659702e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16949114  0.27042279  0.34603889  0.16876123  0.38380567 -0.3028317
  0.03534361  0.65774     0.39731205]
L2 term: [ 4.59325590e-06  7.32853090e-06  9.37774777e-06  4.57347507e-06
  1.04012376e-05 -8.20682115e-06  9.57821383e-07  1.78249324e-05
  1.07672642e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16945552  0.2703288   0.34612144  0.16889057  0.38401581 -0.30310036
  0.0353819   0.65809381  0.39735912]
L2 term: [ 4.59229062e-06  7.32598367e-06  9.37998478e-06  4.57698022e-06
  1.04069324e-05 -8.21410187e-06  9.58859176e-07  1.78345207e-05
  1.07685399e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16941998  0.27023518  0.34620316  0.16901944  0.38422415 -0.30336717
  0.03542006  0.65844488  0.39740552]
L2 term: [ 4.59132746e-06  7.32344654e-06  9.38219939e-06  4.58047267e-06
  1.04125787e-05 -8.22133249e-06  9.59893277e-07  1.78440346e-05
  1.07697974e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16938452  0.27014193  0.34628406  0.16914785  0.38443072 -0.30363215
  0.03545808  0.65879322  0.39745126]
L2 term: [ 4.59036647e-06  7.32091955e-06  9.38439183e-06  4.58395247e-06
  1.04181767e-05 -8.22851344e-06  9.60923665e-07  1.78534748e-05
  1.07710369e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16934914  0.27004906  0.34636415  0.16927578  0.38463552 -0.3038953
  0.03549597  0.65913886  0.39749635]
L2 term: [ 4.58940768e-06  7.31840275e-06  9.38656234e-06  4.58741963e-06
  1.04237269e-05 -8.23564510e-06  9.61950317e-07  1.78628418e-05
  1.07722589e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16931385  0.26995657  0.34644344  0.16940326  0.38483858 -0.30415666
  0.03553371  0.65948182  0.3975408 ]
L2 term: [ 4.58845115e-06  7.31589617e-06  9.38871116e-06  4.59087418e-06
  1.04292298e-05 -8.24272790e-06  9.62973211e-07  1.78721361e-05
  1.07734634e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16927864  0.26986445  0.34652194  0.16953027  0.38503991 -0.30441623
  0.03557132  0.65982212  0.39758461]
L2 term: [ 4.58749692e-06  7.31339986e-06  9.39083850e-06  4.59431614e-06
  1.04346858e-05 -8.24976221e-06  9.63992329e-07  1.78813584e-05
  1.07746507e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16924351  0.26977272  0.34659966  0.16965681  0.38523952 -0.30467402
  0.03560878  0.66015978  0.3976278 ]
L2 term: [ 4.58654503e-06  7.31091384e-06  9.39294461e-06  4.59774554e-06
  1.04400953e-05 -8.25674844e-06  9.65007649e-07  1.78905090e-05
  1.07758212e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16920847  0.26968137  0.3466766   0.16978289  0.38543743 -0.30493005
  0.03564611  0.66049482  0.39767037]
L2 term: [ 4.58559552e-06  7.30843815e-06  9.39502970e-06  4.60116241e-06
  1.04454587e-05 -8.26368698e-06  9.66019154e-07  1.78995887e-05
  1.07769749e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16917353  0.2695904   0.34675277  0.16990851  0.38563365 -0.30518434
  0.03568329  0.66082726  0.39771234]
L2 term: [ 4.58464843e-06  7.30597283e-06  9.39709400e-06  4.60456677e-06
  1.04507765e-05 -8.27057821e-06  9.67026825e-07  1.79085979e-05
  1.07781122e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16913867  0.26949981  0.34682818  0.17003367  0.38582821 -0.30543689
  0.03572033  0.66115712  0.39775371]
L2 term: [ 4.58370380e-06  7.30351789e-06  9.39913772e-06  4.60795866e-06
  1.04560491e-05 -8.27742252e-06  9.68030645e-07  1.79175371e-05
  1.07792332e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16910391  0.26940961  0.34690284  0.17015838  0.38602112 -0.30568773
  0.03575723  0.66148442  0.39779448]
L2 term: [ 4.58276167e-06  7.30107338e-06  9.40116108e-06  4.61133809e-06
  1.04612769e-05 -8.28422027e-06  9.69030597e-07  1.79264070e-05
  1.07803383e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16906923  0.26931979  0.34697676  0.17028262  0.38621238 -0.30593686
  0.03579398  0.66180917  0.39783468]
L2 term: [ 4.58182207e-06  7.29863931e-06  9.40316430e-06  4.61470510e-06
  1.04664603e-05 -8.29097186e-06  9.70026665e-07  1.79352079e-05
  1.07814276e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16903466  0.26923036  0.34704995  0.1704064   0.38640203 -0.30618431
  0.03583059  0.6621314   0.3978743 ]
L2 term: [ 4.58088504e-06  7.29621571e-06  9.40514759e-06  4.61805971e-06
  1.04715997e-05 -8.29767765e-06  9.71018833e-07  1.79439404e-05
  1.07825014e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16900018  0.26914132  0.3471224   0.17052973  0.38659006 -0.30643007
  0.03586706  0.66245113  0.39791336]
L2 term: [ 4.57995062e-06  7.29380261e-06  9.40711116e-06  4.62140196e-06
  1.04766954e-05 -8.30433801e-06  9.72007087e-07  1.79526051e-05
  1.07835598e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16896579  0.26905266  0.34719414  0.17065261  0.3867765  -0.30667418
  0.03590338  0.66276837  0.39795185]
L2 term: [ 4.57901883e-06  7.29140003e-06  9.40905521e-06  4.62473187e-06
  1.04817480e-05 -8.31095331e-06  9.72991413e-07  1.79612025e-05
  1.07846031e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16893151  0.26896439  0.34726516  0.17077503  0.38696136 -0.30691663
  0.03593956  0.66308315  0.3979898 ]
L2 term: [ 4.57808972e-06  7.28900799e-06  9.41097995e-06  4.62804948e-06
  1.04867577e-05 -8.31752390e-06  9.73971797e-07  1.79697330e-05
  1.07856315e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16889733  0.26887652  0.34733548  0.17089699  0.38714465 -0.30715745
  0.03597559  0.66339548  0.39802721]
L2 term: [ 4.57716331e-06  7.28662650e-06  9.41288559e-06  4.63135481e-06
  1.04917251e-05 -8.32405014e-06  9.74948226e-07  1.79781972e-05
  1.07866452e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16886324  0.26878903  0.3474051   0.17101851  0.3873264  -0.30739665
  0.03601147  0.66370538  0.39806408]
L2 term: [ 4.57623964e-06  7.28425558e-06  9.41477232e-06  4.63464789e-06
  1.04966503e-05 -8.33053240e-06  9.75920688e-07  1.79865956e-05
  1.07876445e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16882926  0.26870193  0.34747403  0.17113957  0.3875066  -0.30763423
  0.03604721  0.66401286  0.39810042]
L2 term: [ 4.57531873e-06  7.28189526e-06  9.41664034e-06  4.63792876e-06
  1.05015339e-05 -8.33697101e-06  9.76889171e-07  1.79949286e-05
  1.07886294e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16879538  0.26861523  0.34754228  0.17126019  0.38768528 -0.30787022
  0.0360828   0.66431796  0.39813625]
L2 term: [ 4.57440063e-06  7.27954553e-06  9.41848985e-06  4.64119744e-06
  1.05063762e-05 -8.34336633e-06  9.77853665e-07  1.80031967e-05
  1.07896003e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16876161  0.26852892  0.34760985  0.17138035  0.38786246 -0.30810462
  0.03611824  0.66462068  0.39817156]
L2 term: [ 4.57348534e-06  7.27720643e-06  9.42032104e-06  4.64445397e-06
  1.05111776e-05 -8.34971871e-06  9.78814158e-07  1.80114006e-05
  1.07905572e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16872794  0.268443    0.34767675  0.17150007  0.38803813 -0.30833745
  0.03615354  0.66492104  0.39820637]
L2 term: [ 4.57257291e-06  7.27487795e-06  9.42213410e-06  4.64769838e-06
  1.05159385e-05 -8.35602849e-06  9.79770642e-07  1.80195405e-05
  1.07915005e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16869438  0.26835747  0.34774299  0.17161934  0.38821232 -0.30856872
  0.03618868  0.66521907  0.39824068]
L2 term: [ 4.57166336e-06  7.27256011e-06  9.42392922e-06  4.65093069e-06
  1.05206592e-05 -8.36229599e-06  9.80723106e-07  1.80276171e-05
  1.07924303e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16866092  0.26827233  0.34780857  0.17173817  0.38838505 -0.30879845
  0.03622368  0.66551477  0.3982745 ]
L2 term: [ 4.57075672e-06  7.27025292e-06  9.42570659e-06  4.65415095e-06
  1.05253400e-05 -8.36852157e-06  9.81671541e-07  1.80356307e-05
  1.07933468e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16862758  0.26818759  0.34787351  0.17185655  0.38855631 -0.30902663
  0.03625853  0.66580817  0.39830783]
L2 term: [ 4.56985301e-06  7.26795638e-06  9.42746639e-06  4.65735919e-06
  1.05299814e-05 -8.37470555e-06  9.82615940e-07  1.80435819e-05
  1.07942502e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16859434  0.26810324  0.3479378   0.1719745   0.38872614 -0.3092533
  0.03629323  0.66609928  0.39834069]
L2 term: [ 4.56895226e-06  7.26567051e-06  9.42920881e-06  4.66055543e-06
  1.05345837e-05 -8.38084826e-06  9.83556294e-07  1.80514711e-05
  1.07951406e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16856121  0.26801929  0.34800147  0.172092    0.38889453 -0.30947846
  0.03632778  0.66638813  0.39837307]
L2 term: [ 4.56805449e-06  7.26339530e-06  9.43093402e-06  4.66373971e-06
  1.05391472e-05 -8.38695003e-06  9.84492597e-07  1.80592989e-05
  1.07960183e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16852819  0.26793573  0.3480645   0.17220905  0.38906151 -0.30970211
  0.03636218  0.66667472  0.398405  ]
L2 term: [ 4.56715972e-06  7.26113077e-06  9.43264221e-06  4.66691206e-06
  1.05436723e-05 -8.39301118e-06  9.85424841e-07  1.80670655e-05
  1.07968834e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16849529  0.26785256  0.34812691  0.17232568  0.38922708 -0.30992428
  0.03639643  0.66695907  0.39843646]
L2 term: [ 4.56626798e-06  7.25887690e-06  9.43433356e-06  4.67007252e-06
  1.05481594e-05 -8.39903204e-06  9.86353021e-07  1.80747716e-05
  1.07977361e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1684625   0.26776978  0.3481887   0.17244186  0.38939126 -0.31014498
  0.03643053  0.66724121  0.39846747]
L2 term: [ 4.56537930e-06  7.25663372e-06  9.43600823e-06  4.67322112e-06
  1.05526087e-05 -8.40501291e-06  9.87277131e-07  1.80824176e-05
  1.07985766e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16842982  0.2676874   0.34824989  0.17255761  0.38955406 -0.31036421
  0.03646448  0.66752114  0.39849804]
L2 term: [ 4.56449368e-06  7.25440121e-06  9.43766640e-06  4.67635789e-06
  1.05570206e-05 -8.41095412e-06  9.88197164e-07  1.80900039e-05
  1.07994050e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16839725  0.26760542  0.34831047  0.17267292  0.38971549 -0.31058199
  0.03649827  0.66779889  0.39852817]
L2 term: [ 4.56361116e-06  7.25217937e-06  9.43930825e-06  4.67948287e-06
  1.05613955e-05 -8.41685598e-06  9.89113117e-07  1.80975310e-05
  1.08002215e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1683648   0.26752383  0.34837046  0.1727878   0.38987557 -0.31079832
  0.03653192  0.66807447  0.39855787]
L2 term: [ 4.56273175e-06  7.24996821e-06  9.44093393e-06  4.68259609e-06
  1.05657337e-05 -8.42271879e-06  9.90024986e-07  1.81049993e-05
  1.08010263e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16833247  0.26744263  0.34842986  0.17290224  0.39003431 -0.31101323
  0.03656542  0.6683479   0.39858714]
L2 term: [ 4.56185547e-06  7.24776772e-06  9.44254362e-06  4.68569758e-06
  1.05700355e-05 -8.42854286e-06  9.90932765e-07  1.81124093e-05
  1.08018196e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16830025  0.26736182  0.34848867  0.17301625  0.39019172 -0.31122672
  0.03659877  0.66861919  0.39861599]
L2 term: [ 4.56098234e-06  7.24557790e-06  9.44413749e-06  4.68878739e-06
  1.05743012e-05 -8.43432849e-06  9.91836453e-07  1.81197613e-05
  1.08026015e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16826815  0.26728141  0.34854691  0.17312984  0.3903478  -0.3114388
  0.03663196  0.66888836  0.39864443]
L2 term: [ 4.56011238e-06  7.24339874e-06  9.44571569e-06  4.69186554e-06
  1.05785312e-05 -8.44007599e-06  9.92736045e-07  1.81270559e-05
  1.08033721e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16823616  0.2672014   0.34860457  0.17324299  0.39050258 -0.31164949
  0.036665    0.66915543  0.39867246]
L2 term: [ 4.55924560e-06  7.24123024e-06  9.44727839e-06  4.69493207e-06
  1.05827258e-05 -8.44578566e-06  9.93631539e-07  1.81342935e-05
  1.08041317e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1682043   0.26712177  0.34866167  0.17335572  0.39065607 -0.31185879
  0.0366979   0.66942041  0.39870009]
L2 term: [ 4.55838203e-06  7.23907240e-06  9.44882575e-06  4.69798702e-06
  1.05868852e-05 -8.45145778e-06  9.94522934e-07  1.81414744e-05
  1.08048804e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16817255  0.26704254  0.34871821  0.17346802  0.39080827 -0.31206672
  0.03673064  0.66968331  0.39872731]
L2 term: [ 4.55752167e-06  7.23692519e-06  9.45035792e-06  4.70103042e-06
  1.05910099e-05 -8.45709266e-06  9.95410227e-07  1.81485992e-05
  1.08056183e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16814092  0.2669637   0.34877419  0.1735799   0.39095919 -0.31227328
  0.03676323  0.66994416  0.39875415]
L2 term: [ 4.55666455e-06  7.23478862e-06  9.45187507e-06  4.70406230e-06
  1.05951001e-05 -8.46269057e-06  9.96293417e-07  1.81556682e-05
  1.08063456e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16810941  0.26688525  0.34882962  0.17369135  0.39110886 -0.31247849
  0.03679567  0.67020296  0.3987806 ]
L2 term: [ 4.55581068e-06  7.23266268e-06  9.45337734e-06  4.70708270e-06
  1.05991561e-05 -8.46825181e-06  9.97172503e-07  1.81626819e-05
  1.08070624e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16807803  0.2668072   0.34888451  0.17380238  0.39125728 -0.31268236
  0.03682795  0.67045974  0.39880667]
L2 term: [ 4.55496007e-06  7.23054735e-06  9.45486489e-06  4.71009166e-06
  1.06031783e-05 -8.47377667e-06  9.98047484e-07  1.81696407e-05
  1.08077689e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16804676  0.26672953  0.34893887  0.17391299  0.39140446 -0.31288489
  0.03686009  0.67071451  0.39883237]
L2 term: [ 4.55411273e-06  7.22844263e-06  9.45633788e-06  4.71308921e-06
  1.06071668e-05 -8.47926542e-06  9.98918361e-07  1.81765449e-05
  1.08084653e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16801561  0.26665226  0.34899269  0.17402318  0.39155041 -0.31308611
  0.03689207  0.67096728  0.39885769]
L2 term: [ 4.55326869e-06  7.22634850e-06  9.45779644e-06  4.71607540e-06
  1.06111221e-05 -8.48471835e-06  9.99785133e-07  1.81833950e-05
  1.08091516e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16798459  0.26657538  0.34904598  0.17413295  0.39169514 -0.31328601
  0.0369239   0.67121807  0.39888265]
L2 term: [ 4.55242795e-06  7.22426495e-06  9.45924074e-06  4.71905024e-06
  1.06150445e-05 -8.49013573e-06  1.00064780e-06  1.81901915e-05
  1.08098280e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16795369  0.26649888  0.34909876  0.17424231  0.39183867 -0.31348461
  0.03695558  0.67146689  0.39890726]
L2 term: [ 4.55159053e-06  7.22219196e-06  9.46067091e-06  4.72201379e-06
  1.06189341e-05 -8.49551784e-06  1.00150637e-06  1.81969346e-05
  1.08104947e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16792291  0.26642278  0.34915101  0.17435125  0.391981   -0.31368192
  0.03698711  0.67171376  0.3989315 ]
L2 term: [ 4.55075643e-06  7.22012953e-06  9.46208709e-06  4.72496607e-06
  1.06227913e-05 -8.50086495e-06  1.00236083e-06  1.82036249e-05
  1.08111518e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16789226  0.26634706  0.34920276  0.17445977  0.39212215 -0.31387794
  0.03701849  0.67195869  0.3989554 ]
L2 term: [ 4.54992567e-06  7.21807764e-06  9.46348944e-06  4.72790713e-06
  1.06266165e-05 -8.50617733e-06  1.00321119e-06  1.82102626e-05
  1.08117994e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16786173  0.26627174  0.349254    0.17456789  0.39226212 -0.3140727
  0.03704972  0.6722017   0.39897895]
L2 term: [ 4.54909826e-06  7.21603627e-06  9.46487810e-06  4.73083699e-06
  1.06304098e-05 -8.51145524e-06  1.00405746e-06  1.82168483e-05
  1.08124377e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16783132  0.2661968   0.34930474  0.17467559  0.39240093 -0.31426619
  0.0370808   0.6724428   0.39900216]
L2 term: [ 4.54827420e-06  7.21400540e-06  9.46625320e-06  4.73375571e-06
  1.06341716e-05 -8.51669896e-06  1.00489963e-06  1.82233822e-05
  1.08130668e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16780103  0.26612225  0.34935499  0.17478288  0.39253859 -0.31445843
  0.03711172  0.67268201  0.39902504]
L2 term: [ 4.54745352e-06  7.21198503e-06  9.46761488e-06  4.73666330e-06
  1.06379021e-05 -8.52190874e-06  1.00573770e-06  1.82298648e-05
  1.08136867e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16777088  0.26604808  0.34940475  0.17488976  0.3926751  -0.31464943
  0.0371425   0.67291934  0.39904759]
L2 term: [ 4.54663621e-06  7.20997512e-06  9.46896328e-06  4.73955982e-06
  1.06416017e-05 -8.52708485e-06  1.00657169e-06  1.82362965e-05
  1.08142978e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16774084  0.2659743   0.34945402  0.17499623  0.39281048 -0.3148392
  0.03717312  0.6731548   0.39906981]
L2 term: [ 4.54582229e-06  7.20797566e-06  9.47029853e-06  4.74244529e-06
  1.06452705e-05 -8.53222754e-06  1.00740159e-06  1.82426776e-05
  1.08149000e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16771093  0.26590091  0.34950281  0.1751023   0.39294474 -0.31502774
  0.03720359  0.67338841  0.39909171]
L2 term: [ 4.54501176e-06  7.20598664e-06  9.47162078e-06  4.74531975e-06
  1.06489089e-05 -8.53733707e-06  1.00822740e-06  1.82490085e-05
  1.08154935e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16768115  0.2658279   0.34955112  0.17520796  0.39307788 -0.31521507
  0.03723391  0.67362019  0.39911329]
L2 term: [ 4.54420463e-06  7.20400803e-06  9.47293014e-06  4.74818325e-06
  1.06525171e-05 -8.54241370e-06  1.00904914e-06  1.82552897e-05
  1.08160784e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16765149  0.26575527  0.34959897  0.17531322  0.39320992 -0.31540119
  0.03726408  0.67385014  0.39913457]
L2 term: [ 4.54340092e-06  7.20203981e-06  9.47422676e-06  4.75103581e-06
  1.06560955e-05 -8.54745767e-06  1.00986680e-06  1.82615214e-05
  1.08166549e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16762196  0.26568302  0.34964635  0.17541808  0.39334087 -0.31558611
  0.03729411  0.67407828  0.39915553]
L2 term: [ 4.54260062e-06  7.20008196e-06  9.47551075e-06  4.75387748e-06
  1.06596441e-05 -8.55246923e-06  1.01068039e-06  1.82677040e-05
  1.08172230e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16759256  0.26561116  0.34969327  0.17552254  0.39347073 -0.31576985
  0.03732398  0.67430462  0.39917619]
L2 term: [ 4.54180374e-06  7.19813447e-06  9.47678226e-06  4.75670829e-06
  1.06631634e-05 -8.55744864e-06  1.01148991e-06  1.82738379e-05
  1.08177830e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16756328  0.26553968  0.34973973  0.17562659  0.39359952 -0.31595242
  0.0373537   0.67452918  0.39919655]
L2 term: [ 4.54101028e-06  7.19619730e-06  9.47804140e-06  4.75952828e-06
  1.06666536e-05 -8.56239613e-06  1.01229537e-06  1.82799236e-05
  1.08183348e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16753413  0.26546858  0.34978574  0.17573025  0.39372724 -0.31613381
  0.03738327  0.67475197  0.39921662]
L2 term: [ 4.54022027e-06  7.19427043e-06  9.47928830e-06  4.76233748e-06
  1.06701149e-05 -8.56731196e-06  1.01309678e-06  1.82859612e-05
  1.08188786e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1675051   0.26539786  0.3498313   0.17583352  0.39385391 -0.31631405
  0.03741269  0.674973    0.3992364 ]
L2 term: [ 4.53943369e-06  7.19235385e-06  9.48052309e-06  4.76513594e-06
  1.06735477e-05 -8.57219635e-06  1.01389413e-06  1.82919513e-05
  1.08194146e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16747621  0.26532751  0.34987642  0.17593638  0.39397953 -0.31649313
  0.03744197  0.67519229  0.39925589]
L2 term: [ 4.53865055e-06  7.19044752e-06  9.48174589e-06  4.76792369e-06
  1.06769520e-05 -8.57704955e-06  1.01468744e-06  1.82978941e-05
  1.08199428e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16744743  0.26525755  0.34992111  0.17603886  0.39410411 -0.31667107
  0.03747109  0.67540985  0.3992751 ]
L2 term: [ 4.53787086e-06  7.18855143e-06  9.48295681e-06  4.77070077e-06
  1.06803283e-05 -8.58187180e-06  1.01547671e-06  1.83037900e-05
  1.08204633e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16741879  0.26518796  0.34996536  0.17614094  0.39422767 -0.31684788
  0.03750007  0.67562569  0.39929402]
L2 term: [ 4.53709463e-06  7.18666554e-06  9.48415599e-06  4.77346721e-06
  1.06836766e-05 -8.58666332e-06  1.01626195e-06  1.83096393e-05
  1.08209763e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16739028  0.26511875  0.35000918  0.17624263  0.3943502  -0.31702356
  0.03752889  0.67583983  0.39931268]
L2 term: [ 4.53632185e-06  7.18478984e-06  9.48534353e-06  4.77622306e-06
  1.06869974e-05 -8.59142436e-06  1.01704316e-06  1.83154425e-05
  1.08214818e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16736189  0.26504991  0.35005257  0.17634393  0.39447173 -0.31719812
  0.03755757  0.67605227  0.39933106]
L2 term: [ 4.53555253e-06  7.18292429e-06  9.48651956e-06  4.77896835e-06
  1.06902908e-05 -8.59615514e-06  1.01782035e-06  1.83211998e-05
  1.08219800e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16733363  0.26498144  0.35009555  0.17644484  0.39459226 -0.31737158
  0.0375861   0.67626304  0.39934918]
L2 term: [ 4.53478666e-06  7.18106888e-06  9.48768419e-06  4.78170312e-06
  1.06935571e-05 -8.60085589e-06  1.01859353e-06  1.83269116e-05
  1.08224710e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1673055   0.26491335  0.3501381   0.17654537  0.39471179 -0.31754394
  0.03761448  0.67647214  0.39936703]
L2 term: [ 4.53402427e-06  7.17922357e-06  9.48883753e-06  4.78442740e-06
  1.06967964e-05 -8.60552684e-06  1.01936270e-06  1.83325782e-05
  1.08229549e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16727749  0.26484563  0.35018025  0.17664551  0.39483034 -0.31771521
  0.03764272  0.67667958  0.39938463]
L2 term: [ 4.53326534e-06  7.17738833e-06  9.48997970e-06  4.78714123e-06
  1.07000091e-05 -8.61016821e-06  1.02012788e-06  1.83382001e-05
  1.08234317e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16724961  0.26477828  0.35022199  0.17674527  0.39494791 -0.31788539
  0.03767081  0.67688539  0.39940197]
L2 term: [ 4.53250987e-06  7.17556314e-06  9.49111082e-06  4.78984466e-06
  1.07031954e-05 -8.61478023e-06  1.02088907e-06  1.83437774e-05
  1.08239016e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16722187  0.2647113   0.35026332  0.17684464  0.39506452 -0.3180545
  0.03769875  0.67708956  0.39941906]
L2 term: [ 4.53175788e-06  7.17374798e-06  9.49223099e-06  4.79253772e-06
  1.07063554e-05 -8.61936311e-06  1.02164627e-06  1.83493105e-05
  1.08243647e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16719425  0.26464469  0.35030426  0.17694363  0.39518016 -0.31822254
  0.03772654  0.67729212  0.39943589]
L2 term: [ 4.53100935e-06  7.17194280e-06  9.49334032e-06  4.79522044e-06
  1.07094895e-05 -8.62391708e-06  1.02239950e-06  1.83547999e-05
  1.08248210e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16716675  0.26457845  0.3503448   0.17704225  0.39529486 -0.31838952
  0.03775419  0.67749307  0.39945249]
L2 term: [ 4.53026430e-06  7.17014760e-06  9.49443893e-06  4.79789286e-06
  1.07125979e-05 -8.62844234e-06  1.02314877e-06  1.83602457e-05
  1.08252707e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16713939  0.26451257  0.35038494  0.17714048  0.39540862 -0.31855545
  0.03778169  0.67769243  0.39946884]
L2 term: [ 4.52952272e-06  7.16836232e-06  9.49552691e-06  4.80055503e-06
  1.07156807e-05 -8.63293913e-06  1.02389408e-06  1.83656484e-05
  1.08257138e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16711215  0.26444706  0.3504247   0.17723834  0.39552144 -0.31872034
  0.03780905  0.6778902   0.39948495]
L2 term: [ 4.52878461e-06  7.16658695e-06  9.49660438e-06  4.80320697e-06
  1.07187383e-05 -8.63740764e-06  1.02463543e-06  1.83710082e-05
  1.08261505e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16708504  0.26438191  0.35046408  0.17733582  0.39563334 -0.31888419
  0.03783626  0.67808641  0.39950083]
L2 term: [ 4.52804997e-06  7.16482145e-06  9.49767144e-06  4.80584873e-06
  1.07217707e-05 -8.64184809e-06  1.02537285e-06  1.83763255e-05
  1.08265808e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16705806  0.26431713  0.35050307  0.17743292  0.39574432 -0.31904702
  0.03786332  0.67828106  0.39951648]
L2 term: [ 4.52731880e-06  7.16306580e-06  9.49872820e-06  4.80848035e-06
  1.07247784e-05 -8.64626069e-06  1.02610634e-06  1.83816006e-05
  1.08270049e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16703121  0.26425271  0.35054169  0.17752966  0.39585439 -0.31920882
  0.03789024  0.67847417  0.3995319 ]
L2 term: [ 4.52659110e-06  7.16131996e-06  9.49977475e-06  4.81110185e-06
  1.07277613e-05 -8.65064566e-06  1.02683590e-06  1.83868338e-05
  1.08274228e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16700449  0.26418865  0.35057993  0.17762602  0.39596356 -0.31936962
  0.03791702  0.67866574  0.3995471 ]
L2 term: [ 4.52586687e-06  7.15958391e-06  9.50081121e-06  4.81371329e-06
  1.07307199e-05 -8.65500318e-06  1.02756156e-06  1.83920254e-05
  1.08278346e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16697789  0.26412495  0.35061781  0.17772201  0.39607184 -0.31952941
  0.03794365  0.67885578  0.39956207]
L2 term: [ 4.52514610e-06  7.15785760e-06  9.50183767e-06  4.81631469e-06
  1.07336542e-05 -8.65933348e-06  1.02828331e-06  1.83971757e-05
  1.08282404e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16695142  0.2640616   0.35065532  0.17781763  0.39617923 -0.3196882
  0.03797014  0.67904432  0.39957682]
L2 term: [ 4.52442881e-06  7.15614102e-06  9.50285422e-06  4.81890610e-06
  1.07365645e-05 -8.66363674e-06  1.02900117e-06  1.84022851e-05
  1.08286402e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16692508  0.26399862  0.35069247  0.17791289  0.39628574 -0.319846
  0.03799649  0.67923136  0.39959136]
L2 term: [ 4.52371497e-06  7.15443412e-06  9.50386098e-06  4.82148754e-06
  1.07394511e-05 -8.66791318e-06  1.02971514e-06  1.84073538e-05
  1.08290342e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16689887  0.26393599  0.35072926  0.17800778  0.39639139 -0.32000281
  0.03802269  0.6794169   0.39960569]
L2 term: [ 4.52300460e-06  7.15273688e-06  9.50485803e-06  4.82405907e-06
  1.07423140e-05 -8.67216299e-06  1.03042524e-06  1.84123822e-05
  1.08294225e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16687278  0.26387372  0.3507657   0.1781023   0.39649617 -0.32015866
  0.03804875  0.67960097  0.39961981]
L2 term: [ 4.52229769e-06  7.15104926e-06  9.50584548e-06  4.82662071e-06
  1.07451536e-05 -8.67638637e-06  1.03113148e-06  1.84173705e-05
  1.08298051e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16684683  0.2638118   0.35080178  0.17819647  0.39660009 -0.32031353
  0.03807467  0.67978358  0.39963372]
L2 term: [ 4.52159423e-06  7.14937124e-06  9.50682342e-06  4.82917251e-06
  1.07479700e-05 -8.68058351e-06  1.03183386e-06  1.84223191e-05
  1.08301821e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.166821    0.26375023  0.35083752  0.17829026  0.39670317 -0.32046745
  0.03810045  0.67996472  0.39964743]
L2 term: [ 4.52089423e-06  7.14770277e-06  9.50779194e-06  4.83171450e-06
  1.07507634e-05 -8.68475461e-06  1.03253240e-06  1.84272282e-05
  1.08305536e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16679529  0.26368902  0.35087292  0.1783837   0.3968054  -0.32062041
  0.03812608  0.68014442  0.39966094]
L2 term: [ 4.52019768e-06  7.14604382e-06  9.50875114e-06  4.83424671e-06
  1.07535340e-05 -8.68889986e-06  1.03322712e-06  1.84320982e-05
  1.08309196e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16676972  0.26362815  0.35090797  0.17847678  0.39690681 -0.32077242
  0.03815157  0.68032269  0.39967424]
L2 term: [ 4.51950457e-06  7.14439436e-06  9.50970111e-06  4.83676919e-06
  1.07562820e-05 -8.69301946e-06  1.03391801e-06  1.84369293e-05
  1.08312803e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16674427  0.26356764  0.35094269  0.1785695   0.39700738 -0.32092349
  0.03817693  0.68049954  0.39968736]
L2 term: [ 4.51881491e-06  7.14275437e-06  9.51064194e-06  4.83928198e-06
  1.07590077e-05 -8.69711359e-06  1.03460509e-06  1.84417219e-05
  1.08316358e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16671895  0.26350747  0.35097707  0.17866187  0.39710714 -0.32107363
  0.03820214  0.68067497  0.39970028]
L2 term: [ 4.51812869e-06  7.14112379e-06  9.51157372e-06  4.84178510e-06
  1.07617111e-05 -8.70118243e-06  1.03528837e-06  1.84464762e-05
  1.08319860e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16669375  0.26344765  0.35101112  0.17875388  0.39720609 -0.32122285
  0.03822721  0.680849    0.39971302]
L2 term: [ 4.51744590e-06  7.13950260e-06  9.51249654e-06  4.84427860e-06
  1.07643926e-05 -8.70522618e-06  1.03596786e-06  1.84511924e-05
  1.08323310e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16666869  0.26338817  0.35104485  0.17884554  0.39730423 -0.32137114
  0.03825215  0.68102164  0.39972556]
L2 term: [ 4.51676654e-06  7.13789077e-06  9.51341050e-06  4.84676252e-06
  1.07670522e-05 -8.70924502e-06  1.03664358e-06  1.84558710e-05
  1.08326711e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16664374  0.26332904  0.35107825  0.17893684  0.39740157 -0.32151852
  0.03827694  0.6811929   0.39973792]
L2 term: [ 4.51609061e-06  7.13628826e-06  9.51431567e-06  4.84923689e-06
  1.07696902e-05 -8.71323914e-06  1.03731553e-06  1.84605121e-05
  1.08330061e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16661893  0.26327025  0.35111133  0.17902779  0.39749812 -0.321665
  0.0383016   0.68136279  0.39975011]
L2 term: [ 4.51541810e-06  7.13469503e-06  9.51521215e-06  4.85170174e-06
  1.07723068e-05 -8.71720870e-06  1.03798373e-06  1.84651161e-05
  1.08333362e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16659424  0.2632118   0.35114409  0.1791184   0.39759389 -0.32181058
  0.03832612  0.68153131  0.39976211]
L2 term: [ 4.51474901e-06  7.13311105e-06  9.51610002e-06  4.85415712e-06
  1.07749021e-05 -8.72115391e-06  1.03864818e-06  1.84696833e-05
  1.08336615e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16656967  0.26315369  0.35117654  0.17920865  0.39768888 -0.32195526
  0.0383505   0.68169849  0.39977394]
L2 term: [ 4.51408332e-06  7.13153628e-06  9.51697936e-06  4.85660306e-06
  1.07774764e-05 -8.72507492e-06  1.03930891e-06  1.84742138e-05
  1.08339820e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16654524  0.26309592  0.35120867  0.17929856  0.3977831  -0.32209906
  0.03837474  0.68186433  0.39978559]
L2 term: [ 4.51342105e-06  7.12997070e-06  9.51785026e-06  4.85903961e-06
  1.07800298e-05 -8.72897193e-06  1.03996591e-06  1.84787080e-05
  1.08342978e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16652092  0.26303849  0.3512405   0.17938812  0.39787655 -0.32224198
  0.03839885  0.68202883  0.39979707]
L2 term: [ 4.51276217e-06  7.12841426e-06  9.51871281e-06  4.86146678e-06
  1.07825624e-05 -8.73284510e-06  1.04061921e-06  1.84831662e-05
  1.08346089e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16649674  0.26298139  0.35127203  0.17947734  0.39796925 -0.32238403
  0.03842282  0.68219202  0.39980838]
L2 term: [ 4.51210668e-06  7.12686692e-06  9.51956708e-06  4.86388463e-06
  1.07850745e-05 -8.73669461e-06  1.04126882e-06  1.84875886e-05
  1.08349155e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16647267  0.26292463  0.35130325  0.17956622  0.3980612  -0.32252521
  0.03844665  0.6823539   0.39981953]
L2 term: [ 4.51145459e-06  7.12532866e-06  9.52041316e-06  4.86629319e-06
  1.07875663e-05 -8.74052063e-06  1.04191474e-06  1.84919755e-05
  1.08352175e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16644874  0.2628682   0.35133417  0.17965475  0.3981524  -0.32266553
  0.03847035  0.68251447  0.39983051]
L2 term: [ 4.51080588e-06  7.12379944e-06  9.52125113e-06  4.86869250e-06
  1.07900379e-05 -8.74432334e-06  1.04255700e-06  1.84963271e-05
  1.08355152e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16642492  0.2628121   0.35136479  0.17974295  0.39824286 -0.322805
  0.03849392  0.68267376  0.39984133]
L2 term: [ 4.51016054e-06  7.12227922e-06  9.52208106e-06  4.87108258e-06
  1.07924895e-05 -8.74810290e-06  1.04319559e-06  1.85006438e-05
  1.08358084e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16640124  0.26275634  0.35139512  0.1798308   0.39833259 -0.32294361
  0.03851735  0.68283176  0.39985199]
L2 term: [ 4.50951857e-06  7.12076796e-06  9.52290304e-06  4.87346349e-06
  1.07949212e-05 -8.75185948e-06  1.04383054e-06  1.85049257e-05
  1.08360973e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16637767  0.2627009   0.35142516  0.17991832  0.3984216  -0.32308139
  0.03854064  0.68298849  0.39986249]
L2 term: [ 4.50887996e-06  7.11926562e-06  9.52371714e-06  4.87583525e-06
  1.07973333e-05 -8.75559325e-06  1.04446186e-06  1.85091732e-05
  1.08363820e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16635423  0.26264579  0.35145492  0.1800055   0.39850988 -0.32321833
  0.0385638   0.68314396  0.39987284]
L2 term: [ 4.50824471e-06  7.11777218e-06  9.52452345e-06  4.87819790e-06
  1.07997259e-05 -8.75930438e-06  1.04508956e-06  1.85133865e-05
  1.08366624e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16633091  0.26259101  0.35148438  0.18009235  0.39859746 -0.32335444
  0.03858683  0.68329818  0.39988304]
L2 term: [ 4.50761281e-06  7.11628759e-06  9.52532203e-06  4.88055148e-06
  1.08020991e-05 -8.76299302e-06  1.04571365e-06  1.85175659e-05
  1.08369388e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16630772  0.26253656  0.35151357  0.18017886  0.39868432 -0.32348973
  0.03860973  0.68345116  0.39989309]
L2 term: [ 4.50698425e-06  7.11481183e-06  9.52611296e-06  4.88289603e-06
  1.08044532e-05 -8.76665935e-06  1.04633414e-06  1.85217116e-05
  1.08372110e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16628465  0.26248242  0.35154247  0.18026505  0.39877049 -0.3236242
  0.03863249  0.6836029   0.39990298]
L2 term: [ 4.50635902e-06  7.11334484e-06  9.52689632e-06  4.88523157e-06
  1.08067883e-05 -8.77030352e-06  1.04695106e-06  1.85258238e-05
  1.08374792e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1662617   0.26242862  0.3515711   0.1803509   0.39885596 -0.32375786
  0.03865513  0.68375342  0.39991274]
L2 term: [ 4.50573712e-06  7.11188660e-06  9.52767219e-06  4.88755815e-06
  1.08091045e-05 -8.77392569e-06  1.04756440e-06  1.85299029e-05
  1.08377435e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16623887  0.26237513  0.35159946  0.18043642  0.39894074 -0.32389071
  0.03867763  0.68390272  0.39992234]
L2 term: [ 4.50511854e-06  7.11043706e-06  9.52844063e-06  4.88987580e-06
  1.08114021e-05 -8.77752602e-06  1.04817419e-06  1.85339490e-05
  1.08380039e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16621617  0.26232196  0.35162754  0.18052161  0.39902484 -0.32402276
  0.0387      0.68405081  0.39993181]
L2 term: [ 4.50450327e-06  7.10899619e-06  9.52920172e-06  4.89218456e-06
  1.08136812e-05 -8.78110468e-06  1.04878043e-06  1.85379625e-05
  1.08382604e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16619359  0.26226911  0.35165536  0.18060648  0.39910825 -0.32415402
  0.03872224  0.68419771  0.39994113]
L2 term: [ 4.50389130e-06  7.10756396e-06  9.52995553e-06  4.89448447e-06
  1.08159419e-05 -8.78466181e-06  1.04938315e-06  1.85419435e-05
  1.08385131e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16617113  0.26221658  0.35168291  0.18069102  0.399191   -0.32428449
  0.03874435  0.68434342  0.39995032]
L2 term: [ 4.50328262e-06  7.10614032e-06  9.53070212e-06  4.89677555e-06
  1.08181844e-05 -8.78819757e-06  1.04998235e-06  1.85458923e-05
  1.08387621e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16614879  0.26216436  0.35171019  0.18077523  0.39927308 -0.32441418
  0.03876633  0.68448796  0.39995937]
L2 term: [ 4.50267724e-06  7.10472524e-06  9.53144158e-06  4.89905785e-06
  1.08204088e-05 -8.79171211e-06  1.05057804e-06  1.85498091e-05
  1.08390074e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16612657  0.26211246  0.35173722  0.18085913  0.39935451 -0.32454309
  0.03878818  0.68463132  0.39996829]
L2 term: [ 4.50207513e-06  7.10331869e-06  9.53217397e-06  4.90133140e-06
  1.08226153e-05 -8.79520560e-06  1.05117025e-06  1.85536942e-05
  1.08392491e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16610448  0.26206087  0.35176399  0.1809427   0.39943527 -0.32467122
  0.03880991  0.68477352  0.39997708]
L2 term: [ 4.50147629e-06  7.10192061e-06  9.53289936e-06  4.90359623e-06
  1.08248041e-05 -8.79867817e-06  1.05175898e-06  1.85575479e-05
  1.08394872e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1660825   0.26200959  0.3517905   0.18102595  0.39951539 -0.3247986
  0.0388315   0.68491456  0.39998573]
L2 term: [ 4.50088071e-06  7.10053099e-06  9.53361782e-06  4.90585238e-06
  1.08269754e-05 -8.80212998e-06  1.05234424e-06  1.85613703e-05
  1.08397218e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16606064  0.26195863  0.35181676  0.18110889  0.39959487 -0.32492521
  0.03885297  0.68505447  0.39999426]
L2 term: [ 4.50028838e-06  7.09914977e-06  9.53432941e-06  4.90809990e-06
  1.08291291e-05 -8.80556118e-06  1.05292605e-06  1.85651617e-05
  1.08399529e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1660389   0.26190797  0.35184276  0.1811915   0.3996737  -0.32505106
  0.03887431  0.68519323  0.40000266]
L2 term: [ 4.49969930e-06  7.09777692e-06  9.53503420e-06  4.91033880e-06
  1.08312656e-05 -8.80897192e-06  1.05350443e-06  1.85689223e-05
  1.08401805e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16601729  0.26185762  0.35186852  0.1812738   0.3997519  -0.32517617
  0.03889553  0.68533087  0.40001094]
L2 term: [ 4.49911346e-06  7.09641241e-06  9.53573226e-06  4.91256913e-06
  1.08333849e-05 -8.81236233e-06  1.05407939e-06  1.85726523e-05
  1.08404048e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16599579  0.26180757  0.35189403  0.18135579  0.39982948 -0.32530053
  0.03891662  0.68546739  0.40001909]
L2 term: [ 4.49853083e-06  7.09505619e-06  9.53642366e-06  4.91479092e-06
  1.08354873e-05 -8.81573258e-06  1.05465093e-06  1.85763521e-05
  1.08406258e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16597441  0.26175783  0.3519193   0.18143746  0.39990643 -0.32542416
  0.03893758  0.6856028   0.40002712]
L2 term: [ 4.49795143e-06  7.09370823e-06  9.53710845e-06  4.91700421e-06
  1.08375728e-05 -8.81908279e-06  1.05521908e-06  1.85800218e-05
  1.08408435e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16595315  0.2617084   0.35194433  0.18151881  0.39998277 -0.32554704
  0.03895842  0.68573711  0.40003504]
L2 term: [ 4.49737523e-06  7.09236849e-06  9.53778670e-06  4.91920903e-06
  1.08396415e-05 -8.82241312e-06  1.05578385e-06  1.85836616e-05
  1.08410579e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.165932    0.26165926  0.35196912  0.18159986  0.4000585  -0.3256692
  0.03897914  0.68587033  0.40004283]
L2 term: [ 4.49680223e-06  7.09103694e-06  9.53845847e-06  4.92140542e-06
  1.08416937e-05 -8.82572371e-06  1.05634524e-06  1.85872717e-05
  1.08412692e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16591098  0.26161043  0.35199367  0.1816806   0.40013362 -0.32579064
  0.03899973  0.68600246  0.40005051]
L2 term: [ 4.49623242e-06  7.08971353e-06  9.53912384e-06  4.92359341e-06
  1.08437295e-05 -8.82901469e-06  1.05690329e-06  1.85908525e-05
  1.08414773e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16589007  0.26156189  0.35201799  0.18176102  0.40020814 -0.32591136
  0.0390202   0.68613351  0.40005808]
L2 term: [ 4.49566578e-06  7.08839822e-06  9.53978285e-06  4.92577303e-06
  1.08457489e-05 -8.83228621e-06  1.05745799e-06  1.85944040e-05
  1.08416823e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16586928  0.26151366  0.35204207  0.18184115  0.40028206 -0.32603137
  0.03904055  0.68626349  0.40006553]
L2 term: [ 4.49510232e-06  7.08709099e-06  9.54043557e-06  4.92794433e-06
  1.08477522e-05 -8.83553840e-06  1.05800937e-06  1.85979266e-05
  1.08418843e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1658486   0.26146572  0.35206593  0.18192096  0.40035539 -0.32615066
  0.03906077  0.68639241  0.40007287]
L2 term: [ 4.49454201e-06  7.08579179e-06  9.54108207e-06  4.93010733e-06
  1.08497395e-05 -8.83877140e-06  1.05855743e-06  1.86014204e-05
  1.08420833e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16582804  0.26141807  0.35208956  0.18200047  0.40042813 -0.32626926
  0.03908087  0.68652028  0.40008011]
L2 term: [ 4.49398486e-06  7.08450059e-06  9.54172239e-06  4.93226206e-06
  1.08517110e-05 -8.84198535e-06  1.05910219e-06  1.86048857e-05
  1.08422793e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1658076   0.26137072  0.35211296  0.18207968  0.4005003  -0.32638716
  0.03910085  0.68664711  0.40008723]
L2 term: [ 4.49343084e-06  7.08321734e-06  9.54235661e-06  4.93440857e-06
  1.08536666e-05 -8.84518039e-06  1.05964367e-06  1.86083227e-05
  1.08424724e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16578727  0.26132366  0.35213614  0.18215858  0.40057189 -0.32650436
  0.03912071  0.68677289  0.40009425]
L2 term: [ 4.49287995e-06  7.08194201e-06  9.54298478e-06  4.93654689e-06
  1.08556067e-05 -8.84835664e-06  1.06018188e-06  1.86117315e-05
  1.08426626e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16576706  0.26127689  0.3521591   0.18223718  0.4006429  -0.32662088
  0.03914045  0.68689765  0.40010116]
L2 term: [ 4.49233218e-06  7.08067456e-06  9.54360695e-06  4.93867705e-06
  1.08575312e-05 -8.85151424e-06  1.06071682e-06  1.86151125e-05
  1.08428499e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16574696  0.26123041  0.35218184  0.18231549  0.40071335 -0.32673671
  0.03916007  0.68702138  0.40010797]
L2 term: [ 4.49178752e-06  7.07941495e-06  9.54422319e-06  4.94079908e-06
  1.08594404e-05 -8.85465332e-06  1.06124853e-06  1.86184657e-05
  1.08430345e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16572698  0.26118422  0.35220436  0.18239349  0.40078324 -0.32685186
  0.03917957  0.6871441   0.40011468]
L2 term: [ 4.49124596e-06  7.07816315e-06  9.54483356e-06  4.94291303e-06
  1.08613344e-05 -8.85777401e-06  1.06177700e-06  1.86217915e-05
  1.08432163e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16570711  0.26113832  0.35222667  0.1824712   0.40085257 -0.32696634
  0.03919895  0.68726582  0.40012129]
L2 term: [ 4.49070749e-06  7.07691912e-06  9.54543810e-06  4.94501891e-06
  1.08632133e-05 -8.86087644e-06  1.06230226e-06  1.86250899e-05
  1.08433955e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16568735  0.2610927   0.35224876  0.18254861  0.40092135 -0.32708015
  0.03921822  0.68738653  0.4001278 ]
L2 term: [ 4.49017209e-06  7.07568282e-06  9.54603688e-06  4.94711677e-06
  1.08650773e-05 -8.86396075e-06  1.06282432e-06  1.86283613e-05
  1.08435719e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16566771  0.26104736  0.35227065  0.18262572  0.40098958 -0.3271933
  0.03923736  0.68750626  0.40013422]
L2 term: [ 4.48963976e-06  7.07445421e-06  9.54662995e-06  4.94920664e-06
  1.08669263e-05 -8.86702705e-06  1.06334319e-06  1.86316059e-05
  1.08437457e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16564818  0.26100231  0.35229232  0.18270255  0.40105727 -0.32730579
  0.03925639  0.687625    0.40014053]
L2 term: [ 4.48911049e-06  7.07323326e-06  9.54721736e-06  4.95128855e-06
  1.08687607e-05 -8.87007548e-06  1.06385889e-06  1.86348237e-05
  1.08439169e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16562876  0.26095754  0.35231379  0.18277908  0.40112442 -0.32741762
  0.03927531  0.68774276  0.40014676]
L2 term: [ 4.48858427e-06  7.07201992e-06  9.54779918e-06  4.95336254e-06
  1.08705805e-05 -8.87310616e-06  1.06437143e-06  1.86380151e-05
  1.08440855e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16560945  0.26091304  0.35233505  0.18285532  0.40119103 -0.3275288
  0.0392941   0.68785955  0.40015289]
L2 term: [ 4.48806108e-06  7.07081417e-06  9.54837545e-06  4.95542863e-06
  1.08723858e-05 -8.87611921e-06  1.06488082e-06  1.86411803e-05
  1.08442517e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16559026  0.26086883  0.35235612  0.18293127  0.40125712 -0.32763933
  0.03931278  0.68797538  0.40015892]
L2 term: [ 4.48754091e-06  7.06961595e-06  9.54894622e-06  4.95748687e-06
  1.08741767e-05 -8.87911476e-06  1.06538708e-06  1.86443193e-05
  1.08444153e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16557118  0.26082489  0.35237698  0.18300693  0.40132268 -0.32774923
  0.03933135  0.68809026  0.40016487]
L2 term: [ 4.48702376e-06  7.06842525e-06  9.54951155e-06  4.95953729e-06
  1.08759534e-05 -8.88209293e-06  1.06589022e-06  1.86474325e-05
  1.08445765e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1655522   0.26078123  0.35239764  0.1830823   0.40138772 -0.32785849
  0.0393498   0.68820419  0.40017073]
L2 term: [ 4.48650961e-06  7.06724201e-06  9.55007150e-06  4.96157991e-06
  1.08777160e-05 -8.88505385e-06  1.06639026e-06  1.86505200e-05
  1.08447353e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16553334  0.26073784  0.3524181   0.18315739  0.40145225 -0.32796711
  0.03936814  0.68831718  0.4001765 ]
L2 term: [ 4.48599846e-06  7.06606620e-06  9.55062610e-06  4.96361477e-06
  1.08794647e-05 -8.88799763e-06  1.06688722e-06  1.86535820e-05
  1.08448917e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16551459  0.26069473  0.35243837  0.18323219  0.40151626 -0.32807511
  0.03938636  0.68842923  0.40018219]
L2 term: [ 4.48549028e-06  7.06489778e-06  9.55117543e-06  4.96564191e-06
  1.08811994e-05 -8.89092439e-06  1.06738109e-06  1.86566188e-05
  1.08450457e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16549595  0.26065189  0.35245845  0.1833067   0.40157976 -0.32818248
  0.03940447  0.68854036  0.40018779]
L2 term: [ 4.48498508e-06  7.06373672e-06  9.55171951e-06  4.96766135e-06
  1.08829204e-05 -8.89383425e-06  1.06787191e-06  1.86596304e-05
  1.08451975e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16547742  0.26060931  0.35247834  0.18338094  0.40164276 -0.32828924
  0.03942247  0.68865057  0.4001933 ]
L2 term: [ 4.48448283e-06  7.06258298e-06  9.55225841e-06  4.96967313e-06
  1.08846277e-05 -8.89672734e-06  1.06835968e-06  1.86626171e-05
  1.08453469e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16545899  0.26056701  0.35249803  0.18345489  0.40170527 -0.32839538
  0.03944036  0.68875987  0.40019873]
L2 term: [ 4.48398353e-06  7.06143652e-06  9.55279217e-06  4.97167728e-06
  1.08863216e-05 -8.89960376e-06  1.06884441e-06  1.86655791e-05
  1.08454941e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16544068  0.26052497  0.35251754  0.18352856  0.40176727 -0.32850091
  0.03945813  0.68886826  0.40020409]
L2 term: [ 4.48348717e-06  7.06029731e-06  9.55332084e-06  4.97367383e-06
  1.08880020e-05 -8.90246363e-06  1.06932613e-06  1.86685165e-05
  1.08456392e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16542247  0.2604832   0.35253686  0.18360196  0.40182879 -0.32860583
  0.0394758   0.68897575  0.40020936]
L2 term: [ 4.48299373e-06  7.05916530e-06  9.55384448e-06  4.97566282e-06
  1.08896691e-05 -8.90530707e-06  1.06980485e-06  1.86714296e-05
  1.08457820e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16540437  0.26044169  0.352556    0.18367507  0.40188982 -0.32871015
  0.03949335  0.68908235  0.40021455]
L2 term: [ 4.48250321e-06  7.05804046e-06  9.55436312e-06  4.97764427e-06
  1.08913230e-05 -8.90813420e-06  1.07028057e-06  1.86743185e-05
  1.08459227e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16538638  0.26040045  0.35257495  0.18374791  0.40195036 -0.32881387
  0.0395108   0.68918807  0.40021966]
L2 term: [ 4.48201559e-06  7.05692276e-06  9.55487682e-06  4.97961822e-06
  1.08929638e-05 -8.91094512e-06  1.07075332e-06  1.86771834e-05
  1.08460613e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16536849  0.26035947  0.35259373  0.18382048  0.40201043 -0.328917
  0.03952813  0.68929291  0.4002247 ]
L2 term: [ 4.48153086e-06  7.05581215e-06  9.55538563e-06  4.98158471e-06
  1.08945916e-05 -8.91373994e-06  1.07122311e-06  1.86800246e-05
  1.08461978e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16535071  0.26031875  0.35261233  0.18389276  0.40207002 -0.32901954
  0.03954536  0.68939687  0.40022966]
L2 term: [ 4.48104901e-06  7.05470861e-06  9.55588958e-06  4.98354375e-06
  1.08962066e-05 -8.91651879e-06  1.07168994e-06  1.86828420e-05
  1.08463322e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16533303  0.26027829  0.35263074  0.18396478  0.40212915 -0.3291215
  0.03956248  0.68949997  0.40023455]
L2 term: [ 4.48057003e-06  7.05361208e-06  9.55638873e-06  4.98549539e-06
  1.08978088e-05 -8.91928177e-06  1.07215385e-06  1.86856361e-05
  1.08464647e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16531547  0.26023808  0.35264899  0.18403652  0.4021878  -0.32922287
  0.03957949  0.68960221  0.40023936]
L2 term: [ 4.48009390e-06  7.05252255e-06  9.55688312e-06  4.98743965e-06
  1.08993984e-05 -8.92202898e-06  1.07261483e-06  1.86884068e-05
  1.08465951e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.165298    0.26019813  0.35266706  0.184108    0.40224599 -0.32932366
  0.03959639  0.6897036   0.4002441 ]
L2 term: [ 4.47962063e-06  7.05143996e-06  9.55737280e-06  4.98937657e-06
  1.09009754e-05 -8.92476055e-06  1.07307291e-06  1.86911545e-05
  1.08467236e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16528064  0.26015844  0.35268495  0.1841792   0.40230373 -0.32942389
  0.03961319  0.68980414  0.40024877]
L2 term: [ 4.47915018e-06  7.05036429e-06  9.55785781e-06  4.99130618e-06
  1.09025400e-05 -8.92747657e-06  1.07352810e-06  1.86938792e-05
  1.08468501e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16526339  0.260119    0.35270268  0.18425013  0.402361   -0.32952354
  0.03962988  0.68990385  0.40025337]
L2 term: [ 4.47868256e-06  7.04929550e-06  9.55833820e-06  4.99322850e-06
  1.09040922e-05 -8.93017715e-06  1.07398041e-06  1.86965812e-05
  1.08469747e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16524623  0.26007982  0.35272024  0.1843208   0.40241783 -0.32962262
  0.03964646  0.69000272  0.4002579 ]
L2 term: [ 4.47821775e-06  7.04823354e-06  9.55881400e-06  4.99514358e-06
  1.09056323e-05 -8.93286241e-06  1.07442986e-06  1.86992606e-05
  1.08470975e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16522919  0.26004088  0.35273763  0.1843912   0.40247421 -0.32972115
  0.03966294  0.69010076  0.40026236]
L2 term: [ 4.47775574e-06  7.04717839e-06  9.55928527e-06  4.99705144e-06
  1.09071601e-05 -8.93553244e-06  1.07487645e-06  1.87019176e-05
  1.08472184e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16521224  0.2600022   0.35275485  0.18446133  0.40253014 -0.32981911
  0.03967932  0.69019798  0.40026675]
L2 term: [ 4.47729651e-06  7.04613002e-06  9.55975204e-06  4.99895210e-06
  1.09086760e-05 -8.93818735e-06  1.07532022e-06  1.87045523e-05
  1.08473375e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1651954   0.25996376  0.35277191  0.1845312   0.40258564 -0.32991653
  0.03969559  0.69029439  0.40027108]
L2 term: [ 4.47684007e-06  7.04508837e-06  9.56021436e-06  5.00084561e-06
  1.09101799e-05 -8.94082725e-06  1.07576116e-06  1.87071650e-05
  1.08474548e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16517866  0.25992557  0.35278881  0.18460081  0.40264069 -0.33001339
  0.03971175  0.69038999  0.40027534]
L2 term: [ 4.47638638e-06  7.04405342e-06  9.56067227e-06  5.00273199e-06
  1.09116719e-05 -8.94345223e-06  1.07619929e-06  1.87097558e-05
  1.08475703e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16516202  0.25988763  0.35280554  0.18467016  0.40269532 -0.3301097
  0.03972782  0.69048479  0.40027954]
L2 term: [ 4.47593545e-06  7.04302513e-06  9.56112581e-06  5.00461128e-06
  1.09131523e-05 -8.94606241e-06  1.07663463e-06  1.87123248e-05
  1.08476841e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16514548  0.25984993  0.35282212  0.18473924  0.40274951 -0.33020548
  0.03974378  0.69057879  0.40028368]
L2 term: [ 4.47548726e-06  7.04200347e-06  9.56157503e-06  5.00648349e-06
  1.09146210e-05 -8.94865787e-06  1.07706719e-06  1.87148723e-05
  1.08477961e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16512904  0.25981247  0.35283854  0.18480807  0.40280328 -0.33030071
  0.03975964  0.690672    0.40028775]
L2 term: [ 4.47504180e-06  7.04098840e-06  9.56201996e-06  5.00834867e-06
  1.09160781e-05 -8.95123873e-06  1.07749698e-06  1.87173983e-05
  1.08479065e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16511271  0.25977526  0.3528548   0.18487663  0.40285663 -0.33039541
  0.0397754   0.69076443  0.40029176]
L2 term: [ 4.47459906e-06  7.03997988e-06  9.56246064e-06  5.01020684e-06
  1.09175238e-05 -8.95380508e-06  1.07792402e-06  1.87199031e-05
  1.08480152e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16509647  0.25973828  0.3528709   0.18494494  0.40290956 -0.33048957
  0.03979105  0.69085607  0.40029571]
L2 term: [ 4.47415902e-06  7.03897788e-06  9.56289712e-06  5.01205804e-06
  1.09189582e-05 -8.95635702e-06  1.07834832e-06  1.87223868e-05
  1.08481223e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16508033  0.25970155  0.35288686  0.18501299  0.40296207 -0.33058321
  0.03980661  0.69094695  0.4002996 ]
L2 term: [ 4.47372167e-06  7.03798236e-06  9.56332943e-06  5.01390229e-06
  1.09203813e-05 -8.95889465e-06  1.07876990e-06  1.87248496e-05
  1.08482277e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16506429  0.25966505  0.35290266  0.18508079  0.40301417 -0.33067633
  0.03982207  0.69103706  0.40030344]
L2 term: [ 4.47328701e-06  7.03699329e-06  9.56375762e-06  5.01573962e-06
  1.09217932e-05 -8.96141807e-06  1.07918877e-06  1.87272916e-05
  1.08483316e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16504835  0.25962879  0.35291831  0.18514834  0.40306586 -0.33076892
  0.03983742  0.69112641  0.40030721]
L2 term: [ 4.47285502e-06  7.03601063e-06  9.56418172e-06  5.01757007e-06
  1.09231941e-05 -8.96392737e-06  1.07960494e-06  1.87297130e-05
  1.08484339e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16503251  0.25959277  0.35293381  0.18521563  0.40311715 -0.330861
  0.03985268  0.691215    0.40031093]
L2 term: [ 4.47242569e-06  7.03503436e-06  9.56460176e-06  5.01939366e-06
  1.09245839e-05 -8.96642265e-06  1.08001843e-06  1.87321139e-05
  1.08485346e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16501676  0.25955698  0.35294916  0.18528266  0.40316803 -0.33095256
  0.03986784  0.69130285  0.40031459]
L2 term: [ 4.47199900e-06  7.03406442e-06  9.56501780e-06  5.02121041e-06
  1.09259629e-05 -8.96890401e-06  1.08042925e-06  1.87344946e-05
  1.08486338e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16500112  0.25952142  0.35296436  0.18534945  0.40321852 -0.33104361
  0.0398829   0.69138995  0.40031819]
L2 term: [ 4.47157495e-06  7.03310079e-06  9.56542986e-06  5.02302037e-06
  1.09273311e-05 -8.97137153e-06  1.08083742e-06  1.87368550e-05
  1.08487315e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16498557  0.25948609  0.35297942  0.18541599  0.40326861 -0.33113415
  0.03989786  0.69147631  0.40032175]
L2 term: [ 4.47115352e-06  7.03214344e-06  9.56583799e-06  5.02482356e-06
  1.09286885e-05 -8.97382532e-06  1.08124294e-06  1.87391955e-05
  1.08488278e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16497011  0.259451    0.35299434  0.18548228  0.40331831 -0.3312242
  0.03991273  0.69156195  0.40032524]
L2 term: [ 4.47073471e-06  7.03119232e-06  9.56624221e-06  5.02662001e-06
  1.09300354e-05 -8.97626547e-06  1.08164584e-06  1.87415161e-05
  1.08489226e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16495475  0.25941613  0.35300911  0.18554832  0.40336762 -0.33131374
  0.0399275   0.69164685  0.40032869]
L2 term: [ 4.47031849e-06  7.03024741e-06  9.56664257e-06  5.02840975e-06
  1.09313717e-05 -8.97869207e-06  1.08204612e-06  1.87438171e-05
  1.08490159e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16493949  0.25938149  0.35302374  0.18561411  0.40341654 -0.33140278
  0.03994218  0.69173103  0.40033208]
L2 term: [ 4.46990486e-06  7.02930867e-06  9.56703911e-06  5.03019280e-06
  1.09326975e-05 -8.98110521e-06  1.08244380e-06  1.87460985e-05
  1.08491079e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16492432  0.25934708  0.35303824  0.18567966  0.40346508 -0.33149133
  0.03995675  0.6918145   0.40033542]
L2 term: [ 4.46949381e-06  7.02837607e-06  9.56743185e-06  5.03196920e-06
  1.09340130e-05 -8.98350498e-06  1.08283889e-06  1.87483605e-05
  1.08491984e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16490925  0.25931289  0.35305259  0.18574497  0.40351324 -0.3315794
  0.03997124  0.69189726  0.40033871]
L2 term: [ 4.46908532e-06  7.02744956e-06  9.56782084e-06  5.03373897e-06
  1.09353182e-05 -8.98589147e-06  1.08323141e-06  1.87506032e-05
  1.08492876e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16489427  0.25927892  0.35306681  0.18581003  0.40356103 -0.33166697
  0.03998563  0.69197931  0.40034195]
L2 term: [ 4.46867938e-06  7.02652912e-06  9.56820611e-06  5.03550214e-06
  1.09366132e-05 -8.98826478e-06  1.08362137e-06  1.87528268e-05
  1.08493754e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16487938  0.25924518  0.35308089  0.18587485  0.40360844 -0.33175406
  0.03999992  0.69206066  0.40034515]
L2 term: [ 4.46827598e-06  7.02561472e-06  9.56858769e-06  5.03725875e-06
  1.09378982e-05 -8.99062499e-06  1.08400878e-06  1.87550315e-05
  1.08494619e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16486459  0.25921166  0.35309483  0.18593943  0.40365548 -0.33184067
  0.04001413  0.69214132  0.40034829]
L2 term: [ 4.46787511e-06  7.02470631e-06  9.56896562e-06  5.03900881e-06
  1.09391730e-05 -8.99297219e-06  1.08439366e-06  1.87572174e-05
  1.08495471e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16484989  0.25917836  0.35310864  0.18600376  0.40370216 -0.33192681
  0.04002823  0.69222129  0.40035138]
L2 term: [ 4.46747676e-06  7.02380387e-06  9.56933994e-06  5.04075237e-06
  1.09404380e-05 -8.99530646e-06  1.08477602e-06  1.87593845e-05
  1.08496310e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16483529  0.25914528  0.35312232  0.18606786  0.40374847 -0.33201247
  0.04004225  0.69230057  0.40035443]
L2 term: [ 4.46708091e-06  7.02290737e-06  9.56971067e-06  5.04248943e-06
  1.09416930e-05 -8.99762790e-06  1.08515587e-06  1.87615332e-05
  1.08497137e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16482077  0.25911242  0.35313587  0.18613172  0.40379442 -0.33209766
  0.04005618  0.69237918  0.40035744]
L2 term: [ 4.46668756e-06  7.02201676e-06  9.57007785e-06  5.04422005e-06
  1.09429383e-05 -8.99993659e-06  1.08553323e-06  1.87636635e-05
  1.08497950e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16480635  0.25907977  0.35314929  0.18619534  0.40384002 -0.33218238
  0.04007001  0.69245711  0.40036039]
L2 term: [ 4.46629668e-06  7.02113202e-06  9.57044151e-06  5.04594423e-06
  1.09441739e-05 -9.00223262e-06  1.08590811e-06  1.87657755e-05
  1.08498752e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16479202  0.25904734  0.35316258  0.18625873  0.40388525 -0.33226664
  0.04008375  0.69253438  0.40036331]
L2 term: [ 4.46590828e-06  7.02025310e-06  9.57080169e-06  5.04766201e-06
  1.09453998e-05 -9.00451607e-06  1.08628052e-06  1.87678694e-05
  1.08499541e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16477777  0.25901512  0.35317575  0.18632188  0.40393014 -0.33235044
  0.0400974   0.69261098  0.40036618]
L2 term: [ 4.46552233e-06  7.01937999e-06  9.57115842e-06  5.04937342e-06
  1.09466163e-05 -9.00678702e-06  1.08665048e-06  1.87699453e-05
  1.08500319e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16476362  0.25898312  0.35318878  0.1863848   0.40397468 -0.33243378
  0.04011096  0.69268692  0.400369  ]
L2 term: [ 4.46513883e-06  7.01851264e-06  9.57151173e-06  5.05107848e-06
  1.09478232e-05 -9.00904556e-06  1.08701800e-06  1.87720034e-05
  1.08501084e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16474956  0.25895132  0.3532017   0.18644748  0.40401887 -0.33251667
  0.04012444  0.69276221  0.40037178]
L2 term: [ 4.46475776e-06  7.01765103e-06  9.57186165e-06  5.05277722e-06
  1.09490208e-05 -9.01129178e-06  1.08738309e-06  1.87740437e-05
  1.08501838e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16473559  0.25891974  0.35321448  0.18650993  0.40406271 -0.3325991
  0.04013782  0.69283686  0.40037452]
L2 term: [ 4.46437912e-06  7.01679512e-06  9.57220822e-06  5.05446967e-06
  1.09502090e-05 -9.01352575e-06  1.08774577e-06  1.87760665e-05
  1.08502581e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16472171  0.25888837  0.35322715  0.18657215  0.40410622 -0.33268108
  0.04015111  0.69291085  0.40037722]
L2 term: [ 4.46400288e-06  7.01594487e-06  9.57255146e-06  5.05615586e-06
  1.09513880e-05 -9.01574755e-06  1.08810605e-06  1.87780719e-05
  1.08503312e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16470791  0.2588572   0.35323969  0.18663414  0.40414938 -0.33276262
  0.04016432  0.69298421  0.40037988]
L2 term: [ 4.46362905e-06  7.01510026e-06  9.57289141e-06  5.05783581e-06
  1.09525578e-05 -9.01795728e-06  1.08846394e-06  1.87800600e-05
  1.08504033e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16469421  0.25882624  0.35325212  0.1866959   0.40419222 -0.33284372
  0.04017744  0.69305694  0.4003825 ]
L2 term: [ 4.46325760e-06  7.01426125e-06  9.57322809e-06  5.05950955e-06
  1.09537186e-05 -9.02015500e-06  1.08881945e-06  1.87820309e-05
  1.08504742e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16468059  0.25879549  0.35326442  0.18675744  0.40423472 -0.33292438
  0.04019047  0.69312904  0.40038508]
L2 term: [ 4.46288852e-06  7.01342781e-06  9.57356154e-06  5.06117710e-06
  1.09548703e-05 -9.02234080e-06  1.08917261e-06  1.87839848e-05
  1.08505441e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16466705  0.25876494  0.35327661  0.18681874  0.40427689 -0.33300459
  0.04020341  0.69320051  0.40038762]
L2 term: [ 4.46252182e-06  7.01259991e-06  9.57389179e-06  5.06283850e-06
  1.09560132e-05 -9.02451475e-06  1.08952341e-06  1.87859217e-05
  1.08506129e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16465361  0.25873459  0.35328868  0.18687982  0.40431873 -0.33308438
  0.04021627  0.69327137  0.40039012]
L2 term: [ 4.46215746e-06  7.01177751e-06  9.57421887e-06  5.06449377e-06
  1.09571471e-05 -9.02667695e-06  1.08987188e-06  1.87878419e-05
  1.08506807e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16464025  0.25870445  0.35330063  0.18694067  0.40436025 -0.33316373
  0.04022905  0.6933416   0.40039258]
L2 term: [ 4.46179544e-06  7.01096059e-06  9.57454280e-06  5.06614293e-06
  1.09582722e-05 -9.02882746e-06  1.09021803e-06  1.87897454e-05
  1.08507474e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16462698  0.2586745   0.35331247  0.1870013   0.40440144 -0.33324266
  0.04024173  0.69341123  0.400395  ]
L2 term: [ 4.46143575e-06  7.01014911e-06  9.57486361e-06  5.06778602e-06
  1.09593887e-05 -9.03096636e-06  1.09056187e-06  1.87916324e-05
  1.08508131e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16461379  0.25864476  0.35332419  0.18706171  0.40444232 -0.33332116
  0.04025434  0.69348026  0.40039739]
L2 term: [ 4.46107838e-06  7.00934304e-06  9.57518134e-06  5.06942306e-06
  1.09604964e-05 -9.03309372e-06  1.09090341e-06  1.87935030e-05
  1.08508779e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16460069  0.25861521  0.3533358   0.1871219   0.40448288 -0.33339924
  0.04026685  0.69354868  0.40039975]
L2 term: [ 4.46072331e-06  7.00854235e-06  9.57549602e-06  5.07105407e-06
  1.09615956e-05 -9.03520964e-06  1.09124266e-06  1.87953573e-05
  1.08509416e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16458767  0.25858586  0.3533473   0.18718186  0.40452313 -0.33347689
  0.04027929  0.69361651  0.40040206]
L2 term: [ 4.46037054e-06  7.00774701e-06  9.57580766e-06  5.07267908e-06
  1.09626863e-05 -9.03731417e-06  1.09157964e-06  1.87971954e-05
  1.08510044e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16457474  0.25855671  0.35335869  0.1872416   0.40456306 -0.33355413
  0.04029164  0.69368375  0.40040435]
L2 term: [ 4.46002005e-06  7.00695698e-06  9.57611630e-06  5.07429812e-06
  1.09637686e-05 -9.03940740e-06  1.09191437e-06  1.87990176e-05
  1.08510663e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16456189  0.25852776  0.35336997  0.18730112  0.40460269 -0.33363096
  0.04030391  0.6937504   0.40040659]
L2 term: [ 4.45967183e-06  7.00617224e-06  9.57642197e-06  5.07591121e-06
  1.09648424e-05 -9.04148941e-06  1.09224684e-06  1.88008238e-05
  1.08511272e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16454912  0.25849899  0.35338114  0.18736043  0.404642   -0.33370737
  0.04031609  0.69381647  0.40040881]
L2 term: [ 4.45932586e-06  7.00539276e-06  9.57672470e-06  5.07751838e-06
  1.09659080e-05 -9.04356025e-06  1.09257709e-06  1.88026143e-05
  1.08511872e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16453644  0.25847042  0.3533922   0.18741952  0.40468102 -0.33378338
  0.0403282   0.69388196  0.40041099]
L2 term: [ 4.45898215e-06  7.00461849e-06  9.57702450e-06  5.07911965e-06
  1.09669653e-05 -9.04562002e-06  1.09290511e-06  1.88043890e-05
  1.08512463e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16452384  0.25844204  0.35340316  0.18747839  0.40471973 -0.33385898
  0.04034022  0.69394687  0.40041313]
L2 term: [ 4.45864067e-06  7.00384942e-06  9.57732142e-06  5.08071505e-06
  1.09680145e-05 -9.04766878e-06  1.09323092e-06  1.88061483e-05
  1.08513045e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16451132  0.25841386  0.35341401  0.18753704  0.40475815 -0.33393417
  0.04035216  0.69401122  0.40041525]
L2 term: [ 4.45830142e-06  7.00308552e-06  9.57761547e-06  5.08230461e-06
  1.09690555e-05 -9.04970660e-06  1.09355454e-06  1.88078921e-05
  1.08513618e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16449889  0.25838586  0.35342476  0.18759548  0.40479627 -0.33400897
  0.04036402  0.694075    0.40041733]
L2 term: [ 4.45796438e-06  7.00232674e-06  9.57790668e-06  5.08388835e-06
  1.09700885e-05 -9.05173355e-06  1.09387597e-06  1.88096206e-05
  1.08514182e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16448653  0.25835805  0.3534354   0.18765371  0.40483409 -0.33408336
  0.0403758   0.69413822  0.40041938]
L2 term: [ 4.45762954e-06  7.00157306e-06  9.57819508e-06  5.08546629e-06
  1.09711136e-05 -9.05374972e-06  1.09419523e-06  1.88113339e-05
  1.08514738e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16447426  0.25833042  0.35344594  0.18771172  0.40487162 -0.33415737
  0.0403875   0.69420089  0.4004214 ]
L2 term: [ 4.45729689e-06  7.00082446e-06  9.57848069e-06  5.08703846e-06
  1.09721307e-05 -9.05575516e-06  1.09451233e-06  1.88130321e-05
  1.08515286e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16446206  0.25830299  0.35345637  0.18776952  0.40490886 -0.33423097
  0.04039913  0.694263    0.40042339]
L2 term: [ 4.45696643e-06  7.00008090e-06  9.57876354e-06  5.08860489e-06
  1.09731400e-05 -9.05774995e-06  1.09482728e-06  1.88147154e-05
  1.08515825e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16444995  0.25827573  0.35346671  0.18782711  0.40494582 -0.33430419
  0.04041067  0.69432456  0.40042535]
L2 term: [ 4.45663812e-06  6.99934234e-06  9.57904366e-06  5.09016560e-06
  1.09741415e-05 -9.05973416e-06  1.09514010e-06  1.88163838e-05
  1.08516356e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16443791  0.25824866  0.35347695  0.18788449  0.40498249 -0.33437702
  0.04042213  0.69438559  0.40042729]
L2 term: [ 4.45631198e-06  6.99860877e-06  9.57932107e-06  5.09172061e-06
  1.09751352e-05 -9.06170786e-06  1.09545079e-06  1.88180375e-05
  1.08516880e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16442596  0.25822178  0.35348708  0.18794166  0.40501888 -0.33444946
  0.04043352  0.69444607  0.40042919]
L2 term: [ 4.45598798e-06  6.99788015e-06  9.57959579e-06  5.09326995e-06
  1.09761214e-05 -9.06367111e-06  1.09575938e-06  1.88196766e-05
  1.08517395e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16441408  0.25819507  0.35349712  0.18799862  0.40505499 -0.33452153
  0.04044483  0.69450601  0.40043106]
L2 term: [ 4.45566611e-06  6.99715645e-06  9.57986785e-06  5.09481365e-06
  1.09770999e-05 -9.06562399e-06  1.09606587e-06  1.88213012e-05
  1.08517903e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16440228  0.25816855  0.35350707  0.18805538  0.40509082 -0.33459321
  0.04045606  0.69456543  0.40043291]
L2 term: [ 4.45534637e-06  6.99643764e-06  9.58013728e-06  5.09635172e-06
  1.09780709e-05 -9.06756656e-06  1.09637026e-06  1.88229114e-05
  1.08518402e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16439056  0.2581422   0.35351691  0.18811193  0.40512637 -0.33466451
  0.04046722  0.69462432  0.40043472]
L2 term: [ 4.45502874e-06  6.99572370e-06  9.58040409e-06  5.09788420e-06
  1.09790344e-05 -9.06949889e-06  1.09667259e-06  1.88245073e-05
  1.08518895e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16437892  0.25811604  0.35352666  0.18816827  0.40516165 -0.33473544
  0.0404783   0.69468268  0.40043651]
L2 term: [ 4.45471320e-06  6.99501459e-06  9.58066832e-06  5.09941110e-06
  1.09799905e-05 -9.07142104e-06  1.09697285e-06  1.88260890e-05
  1.08519380e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16436735  0.25809005  0.35353632  0.18822441  0.40519666 -0.33480599
  0.0404893   0.69474053  0.40043827]
L2 term: [ 4.45439976e-06  6.99431028e-06  9.58092998e-06  5.10093245e-06
  1.09809393e-05 -9.07333309e-06  1.09727106e-06  1.88276566e-05
  1.08519858e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16435586  0.25806424  0.35354588  0.18828034  0.4052314  -0.33487618
  0.04050023  0.69479786  0.40044001]
L2 term: [ 4.45408839e-06  6.99361075e-06  9.58118911e-06  5.10244828e-06
  1.09818807e-05 -9.07523510e-06  1.09756724e-06  1.88292103e-05
  1.08520328e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16434445  0.2580386   0.35355535  0.18833607  0.40526587 -0.33494599
  0.04051108  0.69485468  0.40044172]
L2 term: [ 4.45377909e-06  6.99291597e-06  9.58144571e-06  5.10395861e-06
  1.09828149e-05 -9.07712713e-06  1.09786138e-06  1.88307502e-05
  1.08520792e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16433311  0.25801314  0.35356472  0.1883916   0.40530008 -0.33501544
  0.04052186  0.69491099  0.40044341]
L2 term: [ 4.45347185e-06  6.99222590e-06  9.58169983e-06  5.10546346e-06
  1.09837420e-05 -9.07900925e-06  1.09815351e-06  1.88322763e-05
  1.08521248e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16432185  0.25798785  0.35357401  0.18844693  0.40533402 -0.33508453
  0.04053257  0.6949668   0.40044507]
L2 term: [ 4.45316665e-06  6.99154052e-06  9.58195147e-06  5.10696285e-06
  1.09846619e-05 -9.08088152e-06  1.09844364e-06  1.88337887e-05
  1.08521698e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16431066  0.25796273  0.3535832   0.18850206  0.40536771 -0.33515325
  0.0405432   0.69502211  0.4004467 ]
L2 term: [ 4.45286349e-06  6.99085981e-06  9.58220066e-06  5.10845682e-06
  1.09855748e-05 -9.08274400e-06  1.09873177e-06  1.88352876e-05
  1.08522141e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16429955  0.25793778  0.35359231  0.18855698  0.40540114 -0.33522162
  0.04055376  0.69507693  0.40044831]
L2 term: [ 4.45256234e-06  6.99018373e-06  9.58244743e-06  5.10994537e-06
  1.09864806e-05 -9.08459677e-06  1.09901793e-06  1.88367731e-05
  1.08522578e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16428851  0.257913    0.35360133  0.18861171  0.40543431 -0.33528963
  0.04056425  0.69513125  0.4004499 ]
L2 term: [ 4.45226321e-06  6.98951225e-06  9.58269179e-06  5.11142855e-06
  1.09873796e-05 -9.08643988e-06  1.09930212e-06  1.88382453e-05
  1.08523008e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16427755  0.25788839  0.35361026  0.18866624  0.40546722 -0.33535729
  0.04057466  0.69518509  0.40045146]
L2 term: [ 4.45196608e-06  6.98884535e-06  9.58293377e-06  5.11290636e-06
  1.09882716e-05 -9.08827339e-06  1.09958435e-06  1.88397042e-05
  1.08523431e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16426666  0.25786395  0.3536191   0.18872058  0.40549988 -0.33542459
  0.040585    0.69523844  0.400453  ]
L2 term: [ 4.45167094e-06  6.98818300e-06  9.58317340e-06  5.11437883e-06
  1.09891568e-05 -9.09009737e-06  1.09986463e-06  1.88411500e-05
  1.08523848e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16425584  0.25783968  0.35362785  0.18877472  0.4055323  -0.33549155
  0.04059528  0.69529131  0.40045452]
L2 term: [ 4.45137778e-06  6.98752517e-06  9.58341068e-06  5.11584599e-06
  1.09900352e-05 -9.09191188e-06  1.10014298e-06  1.88425828e-05
  1.08524259e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16424509  0.25781557  0.35363652  0.18882866  0.40556446 -0.33555816
  0.04060548  0.6953437   0.40045601]
L2 term: [ 4.45108658e-06  6.98687183e-06  9.58364565e-06  5.11730786e-06
  1.09909068e-05 -9.09371698e-06  1.10041941e-06  1.88440027e-05
  1.08524664e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16423442  0.25779163  0.35364511  0.18888241  0.40559638 -0.33562442
  0.04061561  0.69539562  0.40045748]
L2 term: [ 4.45079735e-06  6.98622296e-06  9.58387832e-06  5.11876446e-06
  1.09917718e-05 -9.09551272e-06  1.10069392e-06  1.88454097e-05
  1.08525063e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16422382  0.25776785  0.35365361  0.18893596  0.40562805 -0.33569034
  0.04062567  0.69544707  0.40045893]
L2 term: [ 4.45051006e-06  6.98557853e-06  9.58410871e-06  5.12021582e-06
  1.09926302e-05 -9.09729918e-06  1.10096654e-06  1.88468040e-05
  1.08525456e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16421329  0.25774423  0.35366203  0.18898933  0.40565949 -0.33575592
  0.04063565  0.69549805  0.40046036]
L2 term: [ 4.45022470e-06  6.98493851e-06  9.58433686e-06  5.12166195e-06
  1.09934820e-05 -9.09907641e-06  1.10123726e-06  1.88481857e-05
  1.08525843e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16420283  0.25772078  0.35367037  0.1890425   0.40569068 -0.33582116
  0.04064558  0.69554857  0.40046177]
L2 term: [ 4.44994128e-06  6.98430288e-06  9.58456277e-06  5.12310288e-06
  1.09943273e-05 -9.10084446e-06  1.10150611e-06  1.88495549e-05
  1.08526224e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16419245  0.25769748  0.35367862  0.18909548  0.40572163 -0.33588607
  0.04065543  0.69559864  0.40046315]
L2 term: [ 4.44965976e-06  6.98367160e-06  9.58478646e-06  5.12453863e-06
  1.09951662e-05 -9.10260341e-06  1.10177309e-06  1.88509116e-05
  1.08526600e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16418213  0.25767435  0.35368679  0.18914826  0.40575235 -0.33595064
  0.04066521  0.69564825  0.40046452]
L2 term: [ 4.44938015e-06  6.98304465e-06  9.58500797e-06  5.12596922e-06
  1.09959986e-05 -9.10435330e-06  1.10203822e-06  1.88522560e-05
  1.08526970e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16417188  0.25765137  0.35369489  0.18920086  0.40578283 -0.33601488
  0.04067493  0.6956974   0.40046587]
L2 term: [ 4.44910244e-06  6.98242201e-06  9.58522730e-06  5.12739469e-06
  1.09968246e-05 -9.10609419e-06  1.10230150e-06  1.88535881e-05
  1.08527335e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1641617   0.25762855  0.3537029   0.18925327  0.40581308 -0.33607878
  0.04068457  0.69574611  0.40046719]
L2 term: [ 4.44882660e-06  6.98180365e-06  9.58544448e-06  5.12881504e-06
  1.09976444e-05 -9.10782615e-06  1.10256295e-06  1.88549081e-05
  1.08527694e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16415159  0.25760589  0.35371084  0.1893055   0.4058431  -0.33614237
  0.04069415  0.69579437  0.4004685 ]
L2 term: [ 4.44855264e-06  6.98118953e-06  9.58565952e-06  5.13023029e-06
  1.09984579e-05 -9.10954922e-06  1.10282258e-06  1.88562161e-05
  1.08528048e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16414155  0.25758339  0.35371869  0.18935753  0.40587288 -0.33620562
  0.04070367  0.69584219  0.40046978]
L2 term: [ 4.44828054e-06  6.98057964e-06  9.58587245e-06  5.13164049e-06
  1.09992652e-05 -9.11126347e-06  1.10308040e-06  1.88575120e-05
  1.08528397e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16413158  0.25756104  0.35372647  0.18940938  0.40590245 -0.33626855
  0.04071311  0.69588958  0.40047105]
L2 term: [ 4.44801029e-06  6.97997395e-06  9.58608329e-06  5.13304563e-06
  1.10000663e-05 -9.11296895e-06  1.10333641e-06  1.88587962e-05
  1.08528741e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16412168  0.25753884  0.35373418  0.18946105  0.40593178 -0.33633117
  0.04072249  0.69593653  0.4004723 ]
L2 term: [ 4.44774189e-06  6.97937244e-06  9.58629205e-06  5.13444575e-06
  1.10008613e-05 -9.11466572e-06  1.10359064e-06  1.88600685e-05
  1.08529079e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16411184  0.2575168   0.3537418   0.18951253  0.40596089 -0.33639346
  0.04073181  0.69598305  0.40047353]
L2 term: [ 4.44747531e-06  6.97877506e-06  9.58649876e-06  5.13584087e-06
  1.10016502e-05 -9.11635383e-06  1.10384308e-06  1.88613291e-05
  1.08529413e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16410207  0.25749491  0.35374936  0.18956382  0.40598978 -0.33645543
  0.04074106  0.69602914  0.40047475]
L2 term: [ 4.44721055e-06  6.97818181e-06  9.58670343e-06  5.13723101e-06
  1.10024332e-05 -9.11803334e-06  1.10409376e-06  1.88625782e-05
  1.08529742e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16409237  0.25747317  0.35375683  0.18961494  0.40601845 -0.33651709
  0.04075024  0.6960748   0.40047594]
L2 term: [ 4.44694761e-06  6.97759266e-06  9.58690607e-06  5.13861618e-06
  1.10032102e-05 -9.11970431e-06  1.10434268e-06  1.88638158e-05
  1.08530066e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16408273  0.25745158  0.35376424  0.18966587  0.40604691 -0.33657843
  0.04075937  0.69612005  0.40047712]
L2 term: [ 4.44668646e-06  6.97700757e-06  9.58710672e-06  5.13999642e-06
  1.10039812e-05 -9.12136678e-06  1.10458986e-06  1.88650419e-05
  1.08530385e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16407316  0.25743014  0.35377157  0.18971662  0.40607514 -0.33663947
  0.04076842  0.69616487  0.40047828]
L2 term: [ 4.44642710e-06  6.97642653e-06  9.58730539e-06  5.14137174e-06
  1.10047464e-05 -9.12302081e-06  1.10483529e-06  1.88662567e-05
  1.08530700e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16406366  0.25740885  0.35377883  0.18976719  0.40610316 -0.33670019
  0.04077742  0.69620928  0.40047943]
L2 term: [ 4.44616952e-06  6.97584951e-06  9.58750209e-06  5.14274216e-06
  1.10055058e-05 -9.12466645e-06  1.10507900e-06  1.88674603e-05
  1.08531010e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16405422  0.2573877   0.35378601  0.18981757  0.40613097 -0.33676061
  0.04078634  0.69625328  0.40048055]
L2 term: [ 4.44591372e-06  6.97527649e-06  9.58769684e-06  5.14410771e-06
  1.10062593e-05 -9.12630376e-06  1.10532100e-06  1.88686527e-05
  1.08531315e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16404484  0.2573667   0.35379313  0.18986778  0.40615857 -0.33682072
  0.04079521  0.69629688  0.40048167]
L2 term: [ 4.44565967e-06  6.97470743e-06  9.58788966e-06  5.14546841e-06
  1.10070072e-05 -9.12793280e-06  1.10556129e-06  1.88698340e-05
  1.08531617e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16403553  0.25734585  0.35380017  0.18991782  0.40618595 -0.33688053
  0.04080402  0.69634006  0.40048276]
L2 term: [ 4.44540736e-06  6.97414231e-06  9.58808058e-06  5.14682427e-06
  1.10077494e-05 -9.12955360e-06  1.10579989e-06  1.88710044e-05
  1.08531913e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16402629  0.25732514  0.35380715  0.18996767  0.40621313 -0.33694003
  0.04081276  0.69638285  0.40048384]
L2 term: [ 4.44515680e-06  6.97358112e-06  9.58826959e-06  5.14817531e-06
  1.10084859e-05 -9.13116623e-06  1.10603680e-06  1.88721638e-05
  1.08532206e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1640171   0.25730458  0.35381405  0.19001735  0.4062401  -0.33699924
  0.04082144  0.69642523  0.4004849 ]
L2 term: [ 4.44490797e-06  6.97302382e-06  9.58845674e-06  5.14952157e-06
  1.10092168e-05 -9.13277074e-06  1.10627204e-06  1.88733125e-05
  1.08532494e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16400799  0.25728416  0.35382089  0.19006685  0.40626687 -0.33705815
  0.04083006  0.69646722  0.40048595]
L2 term: [ 4.44466086e-06  6.97247039e-06  9.58864202e-06  5.15086305e-06
  1.10099422e-05 -9.13436717e-06  1.10650562e-06  1.88744504e-05
  1.08532778e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16399893  0.25726388  0.35382766  0.19011617  0.40629343 -0.33711676
  0.04083862  0.69650882  0.40048699]
L2 term: [ 4.44441545e-06  6.97192080e-06  9.58882546e-06  5.15219978e-06
  1.10106620e-05 -9.13595558e-06  1.10673754e-06  1.88755777e-05
  1.08533059e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16398994  0.25724374  0.35383436  0.19016532  0.40631979 -0.33717508
  0.04084711  0.69655002  0.40048801]
L2 term: [ 4.44417175e-06  6.97137504e-06  9.58900707e-06  5.15353179e-06
  1.10113765e-05 -9.13753602e-06  1.10696782e-06  1.88766944e-05
  1.08533335e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16398101  0.25722374  0.353841    0.1902143   0.40634595 -0.3372331
  0.04085555  0.69659085  0.40048901]
L2 term: [ 4.44392973e-06  6.97083308e-06  9.58918687e-06  5.15485908e-06
  1.10120854e-05 -9.13910854e-06  1.10719646e-06  1.88778007e-05
  1.08533607e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16397214  0.25720388  0.35384756  0.1902631   0.40637192 -0.33729084
  0.04086393  0.69663128  0.40049   ]
L2 term: [ 4.44368939e-06  6.97029489e-06  9.58936488e-06  5.15618167e-06
  1.10127890e-05 -9.14067318e-06  1.10742349e-06  1.88788965e-05
  1.08533875e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16396333  0.25718416  0.35385407  0.19031174  0.40639768 -0.33734829
  0.04087224  0.69667134  0.40049098]
L2 term: [ 4.44345073e-06  6.96976044e-06  9.58954111e-06  5.15749960e-06
  1.10134873e-05 -9.14223000e-06  1.10764890e-06  1.88799821e-05
  1.08534140e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16395459  0.25716458  0.3538605   0.1903602   0.40642325 -0.33740545
  0.0408805   0.69671102  0.40049194]
L2 term: [ 4.44321372e-06  6.96922973e-06  9.58971558e-06  5.15881288e-06
  1.10141803e-05 -9.14377905e-06  1.10787270e-06  1.88810573e-05
  1.08534400e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1639459   0.25714513  0.35386688  0.19040848  0.40644863 -0.33746232
  0.0408887   0.69675032  0.40049289]
L2 term: [ 4.44297836e-06  6.96870272e-06  9.58988831e-06  5.16012153e-06
  1.10148680e-05 -9.14532038e-06  1.10809492e-06  1.88821225e-05
  1.08534657e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16393728  0.25712582  0.35387319  0.1904566   0.40647381 -0.33751891
  0.04089684  0.69678925  0.40049382]
L2 term: [ 4.44274465e-06  6.96817938e-06  9.59005930e-06  5.16142557e-06
  1.10155505e-05 -9.14685403e-06  1.10831555e-06  1.88831775e-05
  1.08534911e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16392871  0.25710664  0.35387943  0.19050455  0.40649881 -0.33757522
  0.04090493  0.69682781  0.40049474]
L2 term: [ 4.44251256e-06  6.96765970e-06  9.59022859e-06  5.16272501e-06
  1.10162279e-05 -9.14838005e-06  1.10853460e-06  1.88842226e-05
  1.08535161e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16392021  0.2570876   0.35388562  0.19055233  0.40652361 -0.33763125
  0.04091295  0.69686601  0.40049565]
L2 term: [ 4.44228210e-06  6.96714366e-06  9.59039617e-06  5.16401989e-06
  1.10169001e-05 -9.14989849e-06  1.10875209e-06  1.88852577e-05
  1.08535407e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16391176  0.25706869  0.35389174  0.19059995  0.40654823 -0.33768701
  0.04092092  0.69690384  0.40049655]
L2 term: [ 4.44205325e-06  6.96663122e-06  9.59056207e-06  5.16531021e-06
  1.10175672e-05 -9.15140939e-06  1.10896803e-06  1.88862830e-05
  1.08535650e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16390338  0.25704992  0.3538978   0.19064739  0.40657266 -0.33774248
  0.04092883  0.69694132  0.40049743]
L2 term: [ 4.44182600e-06  6.96612237e-06  9.59072631e-06  5.16659600e-06
  1.10182293e-05 -9.15291281e-06  1.10918243e-06  1.88872985e-05
  1.08535890e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16389505  0.25703127  0.3539038   0.19069467  0.40659691 -0.33779768
  0.04093669  0.69697843  0.4004983 ]
L2 term: [ 4.44160034e-06  6.96561709e-06  9.59088889e-06  5.16787727e-06
  1.10188864e-05 -9.15440879e-06  1.10939529e-06  1.88883044e-05
  1.08536126e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16388678  0.25701276  0.35390974  0.19074178  0.40662097 -0.33785261
  0.04094448  0.69701519  0.40049916]
L2 term: [ 4.44137627e-06  6.96511534e-06  9.59104984e-06  5.16915405e-06
  1.10195385e-05 -9.15589737e-06  1.10960662e-06  1.88893006e-05
  1.08536359e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16387857  0.25699437  0.35391562  0.19078873  0.40664485 -0.33790727
  0.04095223  0.6970516   0.40050001]
L2 term: [ 4.44115377e-06  6.96461711e-06  9.59120916e-06  5.17042636e-06
  1.10201857e-05 -9.15737861e-06  1.10981644e-06  1.88902873e-05
  1.08536589e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16387042  0.25697612  0.35392144  0.19083552  0.40666855 -0.33796166
  0.04095991  0.69708766  0.40050085]
L2 term: [ 4.44093284e-06  6.96412238e-06  9.59136687e-06  5.17169421e-06
  1.10208280e-05 -9.15885254e-06  1.11002475e-06  1.88912645e-05
  1.08536815e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16386233  0.25695799  0.3539272   0.19088214  0.40669207 -0.33801578
  0.04096754  0.69712337  0.40050167]
L2 term: [ 4.44071346e-06  6.96363112e-06  9.59152300e-06  5.17295762e-06
  1.10214654e-05 -9.16031922e-06  1.11023157e-06  1.88922323e-05
  1.08537038e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16385429  0.25693999  0.3539329   0.19092859  0.40671542 -0.33806963
  0.04097512  0.69715874  0.40050249]
L2 term: [ 4.44049563e-06  6.96314331e-06  9.59167754e-06  5.17421661e-06
  1.10220981e-05 -9.16177868e-06  1.11043689e-06  1.88931908e-05
  1.08537259e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16384631  0.25692211  0.35393855  0.19097489  0.40673859 -0.33812322
  0.04098264  0.69719377  0.40050329]
L2 term: [ 4.44027934e-06  6.96265893e-06  9.59183052e-06  5.17547121e-06
  1.10227259e-05 -9.16323098e-06  1.11064074e-06  1.88941400e-05
  1.08537476e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16383838  0.25690437  0.35394413  0.19102102  0.40676158 -0.33817655
  0.04099011  0.69722846  0.40050408]
L2 term: [ 4.44006457e-06  6.96217796e-06  9.59198194e-06  5.17672142e-06
  1.10233491e-05 -9.16467615e-06  1.11084312e-06  1.88950801e-05
  1.08537691e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16383051  0.25688674  0.35394966  0.19106699  0.4067844  -0.33822962
  0.04099753  0.69726281  0.40050486]
L2 term: [ 4.43985132e-06  6.96170038e-06  9.59213183e-06  5.17796728e-06
  1.10239675e-05 -9.16611425e-06  1.11104405e-06  1.88960111e-05
  1.08537902e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1638227   0.25686925  0.35395514  0.1911128   0.40680705 -0.33828242
  0.04100489  0.69729683  0.40050563]
L2 term: [ 4.43963958e-06  6.96122615e-06  9.59228020e-06  5.17920878e-06
  1.10245812e-05 -9.16754530e-06  1.11124352e-06  1.88969330e-05
  1.08538111e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16381494  0.25685187  0.35396056  0.19115846  0.40682952 -0.33833497
  0.04101219  0.69733052  0.40050639]
L2 term: [ 4.43942935e-06  6.96075527e-06  9.59242706e-06  5.18044597e-06
  1.10251904e-05 -9.16896937e-06  1.11144155e-06  1.88978460e-05
  1.08538317e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16380724  0.25683462  0.35396592  0.19120395  0.40685183 -0.33838726
  0.04101945  0.69736388  0.40050714]
L2 term: [ 4.43922060e-06  6.96028771e-06  9.59257242e-06  5.18167884e-06
  1.10257949e-05 -9.17038649e-06  1.11163815e-06  1.88987501e-05
  1.08538520e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16379959  0.25681749  0.35397123  0.19124928  0.40687397 -0.3384393
  0.04102665  0.69739691  0.40050788]
L2 term: [ 4.43901334e-06  6.95982345e-06  9.59271630e-06  5.18290743e-06
  1.10263949e-05 -9.17179670e-06  1.11183332e-06  1.88996454e-05
  1.08538720e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.163792    0.25680047  0.35397649  0.19129446  0.40689594 -0.33849108
  0.0410338   0.69742963  0.40050861]
L2 term: [ 4.43880755e-06  6.95936246e-06  9.59285872e-06  5.18413175e-06
  1.10269904e-05 -9.17320005e-06  1.11202708e-06  1.89005319e-05
  1.08538918e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16378446  0.25678358  0.35398169  0.19133948  0.40691775 -0.33854261
  0.0410409   0.69746202  0.40050933]
L2 term: [ 4.43860323e-06  6.95890473e-06  9.59299968e-06  5.18535181e-06
  1.10275813e-05 -9.17459657e-06  1.11221944e-06  1.89014098e-05
  1.08539113e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16377697  0.25676681  0.35398684  0.19138435  0.40693939 -0.3385939
  0.04104794  0.69749409  0.40051004]
L2 term: [ 4.43840036e-06  6.95845024e-06  9.59313919e-06  5.18656764e-06
  1.10281679e-05 -9.17598632e-06  1.11241040e-06  1.89022790e-05
  1.08539305e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16376954  0.25675016  0.35399193  0.19142905  0.40696088 -0.33864493
  0.04105494  0.69752585  0.40051074]
L2 term: [ 4.43819894e-06  6.95799896e-06  9.59327728e-06  5.18777926e-06
  1.10287500e-05 -9.17736932e-06  1.11259997e-06  1.89031397e-05
  1.08539495e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16376216  0.25673363  0.35399697  0.19147361  0.40698219 -0.33869571
  0.04106188  0.6975573   0.40051143]
L2 term: [ 4.43799895e-06  6.95755087e-06  9.59341395e-06  5.18898667e-06
  1.10293278e-05 -9.17874563e-06  1.11278816e-06  1.89039919e-05
  1.08539683e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16375483  0.25671721  0.35400197  0.19151801  0.40700335 -0.33874625
  0.04106878  0.69758844  0.40051211]
L2 term: [ 4.43780040e-06  6.95710596e-06  9.59354922e-06  5.19018991e-06
  1.10299012e-05 -9.18011529e-06  1.11297499e-06  1.89048357e-05
  1.08539868e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16374756  0.25670091  0.35400691  0.19156225  0.40702435 -0.33879655
  0.04107562  0.69761926  0.40051279]
L2 term: [ 4.43760327e-06  6.95666420e-06  9.59368309e-06  5.19138898e-06
  1.10304703e-05 -9.18147832e-06  1.11316045e-06  1.89056711e-05
  1.08540051e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16374034  0.25668472  0.3540118   0.19160635  0.40704519 -0.3388466
  0.04108241  0.69764979  0.40051345]
L2 term: [ 4.43740755e-06  6.95622557e-06  9.59381559e-06  5.19258390e-06
  1.10310351e-05 -9.18283479e-06  1.11334456e-06  1.89064983e-05
  1.08540231e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16373317  0.25666865  0.35401663  0.19165029  0.40706588 -0.33889642
  0.04108916  0.69768001  0.40051411]
L2 term: [ 4.43721323e-06  6.95579005e-06  9.59394672e-06  5.19377470e-06
  1.10315956e-05 -9.18418471e-06  1.11352733e-06  1.89073173e-05
  1.08540409e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16372605  0.2566527   0.35402142  0.19169408  0.40708641 -0.33894599
  0.04109585  0.69770993  0.40051476]
L2 term: [ 4.43702031e-06  6.95535762e-06  9.59407650e-06  5.19496139e-06
  1.10321520e-05 -9.18552815e-06  1.11370877e-06  1.89081281e-05
  1.08540585e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16371898  0.25663685  0.35402616  0.19173771  0.40710679 -0.33899532
  0.0411025   0.69773955  0.4005154 ]
L2 term: [ 4.43682878e-06  6.95492827e-06  9.59420494e-06  5.19614398e-06
  1.10327042e-05 -9.18686512e-06  1.11388887e-06  1.89089308e-05
  1.08540758e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16371197  0.25662112  0.35403085  0.1917812   0.40712701 -0.33904442
  0.0411091   0.69776887  0.40051603]
L2 term: [ 4.43663862e-06  6.95450196e-06  9.59433205e-06  5.19732249e-06
  1.10332523e-05 -9.18819568e-06  1.11406766e-06  1.89097255e-05
  1.08540929e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.163705    0.2566055   0.35403549  0.19182454  0.40714708 -0.33909328
  0.04111565  0.6977979   0.40051665]
L2 term: [ 4.43644983e-06  6.95407869e-06  9.59445784e-06  5.19849695e-06
  1.10337962e-05 -9.18951986e-06  1.11424514e-06  1.89105122e-05
  1.08541098e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16369808  0.25659     0.35404009  0.19186773  0.407167   -0.33914191
  0.04112215  0.69782664  0.40051727]
L2 term: [ 4.43626240e-06  6.95365843e-06  9.59458232e-06  5.19966737e-06
  1.10343360e-05 -9.19083771e-06  1.11442132e-06  1.89112911e-05
  1.08541265e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16369122  0.2565746   0.35404463  0.19191077  0.40718677 -0.33919031
  0.0411286   0.69785509  0.40051788]
L2 term: [ 4.43607633e-06  6.95324116e-06  9.59470552e-06  5.20083376e-06
  1.10348719e-05 -9.19214925e-06  1.11459620e-06  1.89120621e-05
  1.08541430e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1636844   0.25655931  0.35404913  0.19195366  0.40720639 -0.33923847
  0.04113501  0.69788325  0.40051848]
L2 term: [ 4.43589160e-06  6.95282686e-06  9.59482743e-06  5.20199614e-06
  1.10354037e-05 -9.19345453e-06  1.11476980e-06  1.89128253e-05
  1.08541593e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16367763  0.25654413  0.35405358  0.1919964   0.40722587 -0.33928641
  0.04114136  0.69791113  0.40051907]
L2 term: [ 4.43570821e-06  6.95241551e-06  9.59494807e-06  5.20315453e-06
  1.10359315e-05 -9.19475359e-06  1.11494213e-06  1.89135808e-05
  1.08541754e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16367091  0.25652906  0.35405799  0.192039    0.4072452  -0.33933411
  0.04114768  0.69793873  0.40051966]
L2 term: [ 4.43552614e-06  6.95200710e-06  9.59506745e-06  5.20430895e-06
  1.10364553e-05 -9.19604646e-06  1.11511319e-06  1.89143287e-05
  1.08541913e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16366425  0.2565141   0.35406235  0.19208145  0.40726439 -0.33938159
  0.04115394  0.69796605  0.40052024]
L2 term: [ 4.43534540e-06  6.95160161e-06  9.59518558e-06  5.20545940e-06
  1.10369753e-05 -9.19733318e-06  1.11528298e-06  1.89150690e-05
  1.08542070e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16365762  0.25649924  0.35406666  0.19212376  0.40728343 -0.33942885
  0.04116016  0.69799309  0.40052081]
L2 term: [ 4.43516597e-06  6.95119900e-06  9.59530248e-06  5.20660592e-06
  1.10374913e-05 -9.19861379e-06  1.11545153e-06  1.89158018e-05
  1.08542225e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16365105  0.25648449  0.35407093  0.19216592  0.40730233 -0.33947588
  0.04116633  0.69801985  0.40052137]
L2 term: [ 4.43498783e-06  6.95079928e-06  9.59541815e-06  5.20774851e-06
  1.10380035e-05 -9.19988832e-06  1.11561883e-06  1.89165271e-05
  1.08542378e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16364453  0.25646985  0.35407515  0.19220794  0.40732109 -0.33952269
  0.04117246  0.69804634  0.40052193]
L2 term: [ 4.43481100e-06  6.95040241e-06  9.59553260e-06  5.20888720e-06
  1.10385118e-05 -9.20115681e-06  1.11578490e-06  1.89172449e-05
  1.08542529e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16363805  0.25645531  0.35407933  0.19224981  0.4073397  -0.33956927
  0.04117855  0.69807256  0.40052248]
L2 term: [ 4.43463545e-06  6.95000838e-06  9.59564586e-06  5.21002199e-06
  1.10390164e-05 -9.20241930e-06  1.11594974e-06  1.89179555e-05
  1.08542679e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16363162  0.25644087  0.35408347  0.19229154  0.40735818 -0.33961564
  0.04118458  0.69809851  0.40052303]
L2 term: [ 4.43446118e-06  6.94961717e-06  9.59575792e-06  5.21115291e-06
  1.10395171e-05 -9.20367583e-06  1.11611336e-06  1.89186587e-05
  1.08542826e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16362523  0.25642654  0.35408756  0.19233313  0.40737652 -0.33966179
  0.04119058  0.69812419  0.40052357]
L2 term: [ 4.43428818e-06  6.94922876e-06  9.59586880e-06  5.21227996e-06
  1.10400142e-05 -9.20492642e-06  1.11627577e-06  1.89193547e-05
  1.08542972e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1636189   0.25641231  0.35409161  0.19237458  0.40739473 -0.33970771
  0.04119652  0.69814961  0.4005241 ]
L2 term: [ 4.43411645e-06  6.94884313e-06  9.59597851e-06  5.21340318e-06
  1.10405075e-05 -9.20617112e-06  1.11643697e-06  1.89200435e-05
  1.08543117e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16361261  0.25639818  0.35409561  0.19241588  0.40741279 -0.33975343
  0.04120243  0.69817476  0.40052463]
L2 term: [ 4.43394597e-06  6.94846027e-06  9.59608705e-06  5.21452256e-06
  1.10409971e-05 -9.20740996e-06  1.11659698e-06  1.89207252e-05
  1.08543259e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16360636  0.25638416  0.35409958  0.19245705  0.40743073 -0.33979893
  0.04120829  0.69819966  0.40052515]
L2 term: [ 4.43377674e-06  6.94808016e-06  9.59619445e-06  5.21563814e-06
  1.10414831e-05 -9.20864298e-06  1.11675581e-06  1.89213999e-05
  1.08543400e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16360016  0.25637023  0.3541035   0.19249807  0.40744853 -0.33984421
  0.04121411  0.69822429  0.40052566]
L2 term: [ 4.43360874e-06  6.94770277e-06  9.59630071e-06  5.21674991e-06
  1.10419655e-05 -9.20987020e-06  1.11691345e-06  1.89220675e-05
  1.08543539e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16359401  0.25635641  0.35410738  0.19253896  0.40746619 -0.33988928
  0.04121988  0.69824867  0.40052617]
L2 term: [ 4.43344198e-06  6.94732809e-06  9.59640584e-06  5.21785791e-06
  1.10424442e-05 -9.21109167e-06  1.11706992e-06  1.89227282e-05
  1.08543677e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1635879   0.25634268  0.35411121  0.1925797   0.40748373 -0.33993414
  0.04122561  0.6982728   0.40052667]
L2 term: [ 4.43327645e-06  6.94695611e-06  9.59650984e-06  5.21896215e-06
  1.10429194e-05 -9.21230742e-06  1.11722522e-06  1.89233820e-05
  1.08543813e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16358184  0.25632905  0.35411501  0.19262031  0.40750113 -0.3399788
  0.0412313   0.69829667  0.40052717]
L2 term: [ 4.43311213e-06  6.94658680e-06  9.59661274e-06  5.22006264e-06
  1.10433910e-05 -9.21351748e-06  1.11737937e-06  1.89240289e-05
  1.08543948e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16357582  0.25631552  0.35411877  0.19266078  0.4075184  -0.34002324
  0.04123694  0.69832029  0.40052766]
L2 term: [ 4.43294902e-06  6.94622014e-06  9.59671454e-06  5.22115939e-06
  1.10438591e-05 -9.21472189e-06  1.11753237e-06  1.89246691e-05
  1.08544081e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16356984  0.25630209  0.35412248  0.19270111  0.40753555 -0.34006747
  0.04124255  0.69834366  0.40052815]
L2 term: [ 4.43278711e-06  6.94585613e-06  9.59681525e-06  5.22225243e-06
  1.10443238e-05 -9.21592068e-06  1.11768422e-06  1.89253025e-05
  1.08544213e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16356391  0.25628876  0.35412616  0.19274131  0.40755256 -0.3401115
  0.04124811  0.69836679  0.40052863]
L2 term: [ 4.43262639e-06  6.94549473e-06  9.59691488e-06  5.22334176e-06
  1.10447849e-05 -9.21711389e-06  1.11783494e-06  1.89259293e-05
  1.08544343e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16355803  0.25627552  0.3541298   0.19278137  0.40756945 -0.34015533
  0.04125363  0.69838967  0.4005291 ]
L2 term: [ 4.43246686e-06  6.94513594e-06  9.59701344e-06  5.22442741e-06
  1.10452427e-05 -9.21830154e-06  1.11798454e-06  1.89265494e-05
  1.08544472e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16355218  0.25626237  0.35413339  0.1928213   0.40758622 -0.34019895
  0.04125911  0.69841231  0.40052957]
L2 term: [ 4.43230850e-06  6.94477974e-06  9.59711094e-06  5.22550939e-06
  1.10456970e-05 -9.21948367e-06  1.11813301e-06  1.89271630e-05
  1.08544599e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16354638  0.25624932  0.35413695  0.19286109  0.40760286 -0.34024237
  0.04126455  0.69843471  0.40053004]
L2 term: [ 4.43215132e-06  6.94442611e-06  9.59720739e-06  5.22658771e-06
  1.10461480e-05 -9.22066031e-06  1.11828038e-06  1.89277700e-05
  1.08544726e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16354063  0.25623637  0.35414047  0.19290074  0.40761938 -0.34028558
  0.04126994  0.69845687  0.4005305 ]
L2 term: [ 4.43199530e-06  6.94407503e-06  9.59730280e-06  5.22766239e-06
  1.10465955e-05 -9.22183150e-06  1.11842663e-06  1.89283706e-05
  1.08544850e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16353491  0.25622351  0.35414396  0.19294026  0.40763577 -0.3403286
  0.0412753   0.6984788   0.40053095]
L2 term: [ 4.43184044e-06  6.94372648e-06  9.59739717e-06  5.22873345e-06
  1.10470398e-05 -9.22299727e-06  1.11857179e-06  1.89289647e-05
  1.08544974e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16352924  0.25621074  0.3541474   0.19297965  0.40765204 -0.34037142
  0.04128062  0.69850049  0.4005314 ]
L2 term: [ 4.43168673e-06  6.94338046e-06  9.59749053e-06  5.22980089e-06
  1.10474807e-05 -9.22415765e-06  1.11871586e-06  1.89295525e-05
  1.08545096e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16352361  0.25619806  0.35415081  0.19301891  0.40766819 -0.34041404
  0.04128589  0.69852194  0.40053185]
L2 term: [ 4.43153416e-06  6.94303694e-06  9.59758286e-06  5.23086474e-06
  1.10479184e-05 -9.22531266e-06  1.11885885e-06  1.89301340e-05
  1.08545217e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16351802  0.25618548  0.35415418  0.19305803  0.40768422 -0.34045646
  0.04129113  0.69854317  0.40053229]
L2 term: [ 4.43138272e-06  6.94269590e-06  9.59767420e-06  5.23192501e-06
  1.10483528e-05 -9.22646235e-06  1.11900076e-06  1.89307092e-05
  1.08545336e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16351248  0.25617299  0.35415751  0.19309703  0.40770013 -0.34049869
  0.04129633  0.69856416  0.40053273]
L2 term: [ 4.43123241e-06  6.94235733e-06  9.59776454e-06  5.23298171e-06
  1.10487840e-05 -9.22760675e-06  1.11914160e-06  1.89312782e-05
  1.08545455e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16350697  0.25616058  0.35416081  0.19313589  0.40771592 -0.34054072
  0.04130148  0.69858493  0.40053316]
L2 term: [ 4.43108322e-06  6.94202121e-06  9.59785389e-06  5.23403486e-06
  1.10492120e-05 -9.22874588e-06  1.11928138e-06  1.89318410e-05
  1.08545572e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16350151  0.25614827  0.35416407  0.19317462  0.4077316  -0.34058256
  0.0413066   0.69860548  0.40053359]
L2 term: [ 4.43093514e-06  6.94168753e-06  9.59794226e-06  5.23508447e-06
  1.10496368e-05 -9.22987978e-06  1.11942010e-06  1.89323977e-05
  1.08545688e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16349608  0.25613605  0.35416729  0.19321322  0.40774716 -0.34062421
  0.04131168  0.69862579  0.40053401]
L2 term: [ 4.43078816e-06  6.94135627e-06  9.59802967e-06  5.23613056e-06
  1.10500585e-05 -9.23100847e-06  1.11955778e-06  1.89329484e-05
  1.08545803e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1634907   0.25612391  0.35417048  0.19325169  0.4077626  -0.34066567
  0.04131672  0.69864589  0.40053443]
L2 term: [ 4.43064229e-06  6.94102741e-06  9.59811612e-06  5.23717314e-06
  1.10504770e-05 -9.23213200e-06  1.11969442e-06  1.89334930e-05
  1.08545917e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16348536  0.25611186  0.35417364  0.19329003  0.40777793 -0.34070694
  0.04132173  0.69866577  0.40053485]
L2 term: [ 4.43049750e-06  6.94070094e-06  9.59820161e-06  5.23821223e-06
  1.10508924e-05 -9.23325038e-06  1.11983002e-06  1.89340317e-05
  1.08546029e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16348006  0.25609991  0.35417676  0.19332825  0.40779315 -0.34074802
  0.04132669  0.69868543  0.40053526]
L2 term: [ 4.43035380e-06  6.94037684e-06  9.59828616e-06  5.23924785e-06
  1.10513048e-05 -9.23436365e-06  1.11996459e-06  1.89345644e-05
  1.08546141e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16347479  0.25608803  0.35417984  0.19336633  0.40780825 -0.34078891
  0.04133162  0.69870487  0.40053567]
L2 term: [ 4.43021118e-06  6.94005510e-06  9.59836978e-06  5.24027999e-06
  1.10517141e-05 -9.23547183e-06  1.12009815e-06  1.89350913e-05
  1.08546251e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16346957  0.25607625  0.3541829   0.19340429  0.40782324 -0.34082962
  0.04133651  0.6987241   0.40053607]
L2 term: [ 4.43006963e-06  6.93973569e-06  9.59845247e-06  5.24130869e-06
  1.10521203e-05 -9.23657497e-06  1.12023069e-06  1.89356124e-05
  1.08546361e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16346439  0.25606455  0.35418591  0.19344212  0.40783812 -0.34087014
  0.04134137  0.69874311  0.40053647]
L2 term: [ 4.42992914e-06  6.93941861e-06  9.59853424e-06  5.24233395e-06
  1.10525236e-05 -9.23767308e-06  1.12036222e-06  1.89361277e-05
  1.08546469e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16345924  0.25605293  0.3541889   0.19347983  0.40785289 -0.34091047
  0.04134618  0.69876191  0.40053687]
L2 term: [ 4.42978971e-06  6.93910384e-06  9.59861511e-06  5.24335578e-06
  1.10529238e-05 -9.23876620e-06  1.12049276e-06  1.89366372e-05
  1.08546577e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16345413  0.2560414   0.35419185  0.19351741  0.40786755 -0.34095063
  0.04135096  0.69878051  0.40053726]
L2 term: [ 4.42965132e-06  6.93879136e-06  9.59869507e-06  5.24437421e-06
  1.10533211e-05 -9.23985436e-06  1.12062230e-06  1.89371411e-05
  1.08546683e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16344907  0.25602995  0.35419477  0.19355486  0.4078821  -0.3409906
  0.04135571  0.69879889  0.40053765]
L2 term: [ 4.42951398e-06  6.93848116e-06  9.59877414e-06  5.24538925e-06
  1.10537154e-05 -9.24093757e-06  1.12075086e-06  1.89376393e-05
  1.08546788e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16344404  0.25601859  0.35419765  0.19359219  0.40789654 -0.34103039
  0.04136041  0.69881707  0.40053804]
L2 term: [ 4.42937768e-06  6.93817322e-06  9.59885232e-06  5.24640090e-06
  1.10541069e-05 -9.24201589e-06  1.12087843e-06  1.89381320e-05
  1.08546893e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16343904  0.25600731  0.3542005   0.1936294   0.40791088 -0.34107
  0.04136509  0.69883504  0.40053842]
L2 term: [ 4.42924240e-06  6.93786753e-06  9.59892963e-06  5.24740919e-06
  1.10544954e-05 -9.24308932e-06  1.12100503e-06  1.89386190e-05
  1.08546997e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16343409  0.25599611  0.35420332  0.19366648  0.40792511 -0.34110943
  0.04136972  0.69885281  0.4005388 ]
L2 term: [ 4.42910815e-06  6.93756406e-06  9.59900606e-06  5.24841412e-06
  1.10548810e-05 -9.24415790e-06  1.12113067e-06  1.89391006e-05
  1.08547099e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16342917  0.255985    0.35420611  0.19370344  0.40793924 -0.34114868
  0.04137432  0.69887038  0.40053917]
L2 term: [ 4.42897491e-06  6.93726282e-06  9.59908164e-06  5.24941572e-06
  1.10552638e-05 -9.24522167e-06  1.12125534e-06  1.89395768e-05
  1.08547201e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1634243   0.25597396  0.35420887  0.19374028  0.40795326 -0.34118776
  0.04137889  0.69888775  0.40053954]
L2 term: [ 4.42884269e-06  6.93696378e-06  9.59915636e-06  5.25041399e-06
  1.10556438e-05 -9.24628063e-06  1.12137906e-06  1.89400475e-05
  1.08547302e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16341945  0.25596301  0.3542116   0.19377699  0.40796717 -0.34122666
  0.04138342  0.69890492  0.40053991]
L2 term: [ 4.42871146e-06  6.93666692e-06  9.59923024e-06  5.25140895e-06
  1.10560210e-05 -9.24733483e-06  1.12150184e-06  1.89405128e-05
  1.08547402e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16341465  0.25595214  0.35421429  0.19381358  0.40798099 -0.34126538
  0.04138791  0.6989219   0.40054028]
L2 term: [ 4.42858124e-06  6.93637224e-06  9.59930327e-06  5.25240061e-06
  1.10563953e-05 -9.24838430e-06  1.12162367e-06  1.89409729e-05
  1.08547501e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16340988  0.25594134  0.35421696  0.19385005  0.4079947  -0.34130393
  0.04139237  0.69893868  0.40054064]
L2 term: [ 4.42845200e-06  6.93607971e-06  9.59937548e-06  5.25338898e-06
  1.10567670e-05 -9.24942905e-06  1.12174457e-06  1.89414276e-05
  1.08547600e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16340515  0.25593063  0.35421959  0.1938864   0.40800831 -0.34134231
  0.0413968   0.69895526  0.400541  ]
L2 term: [ 4.42832374e-06  6.93578933e-06  9.59944686e-06  5.25437409e-06
  1.10571358e-05 -9.25046912e-06  1.12186454e-06  1.89418771e-05
  1.08547698e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16340045  0.25591999  0.35422219  0.19392263  0.40802182 -0.34138052
  0.04140119  0.69897166  0.40054136]
L2 term: [ 4.42819646e-06  6.93550107e-06  9.59951743e-06  5.25535593e-06
  1.10575020e-05 -9.25150453e-06  1.12198358e-06  1.89423214e-05
  1.08547794e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16339579  0.25590943  0.35422477  0.19395874  0.40803523 -0.34141855
  0.04140555  0.69898786  0.40054172]
L2 term: [ 4.42807016e-06  6.93521493e-06  9.59958719e-06  5.25633453e-06
  1.10578654e-05 -9.25253530e-06  1.12210171e-06  1.89427606e-05
  1.08547890e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16339116  0.25589895  0.35422731  0.19399474  0.40804854 -0.34145642
  0.04140988  0.69900388  0.40054207]
L2 term: [ 4.42794481e-06  6.93493089e-06  9.59965614e-06  5.25730990e-06
  1.10582262e-05 -9.25356148e-06  1.12221894e-06  1.89431946e-05
  1.08547986e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16338657  0.25588855  0.35422983  0.19403061  0.40806176 -0.34149412
  0.04141417  0.69901971  0.40054242]
L2 term: [ 4.42782043e-06  6.93464893e-06  9.59972431e-06  5.25828205e-06
  1.10585842e-05 -9.25458308e-06  1.12233525e-06  1.89436236e-05
  1.08548080e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16338202  0.25587822  0.35423231  0.19406636  0.40807487 -0.34153164
  0.04141843  0.69903535  0.40054276]
L2 term: [ 4.42769699e-06  6.93436905e-06  9.59979168e-06  5.25925099e-06
  1.10589397e-05 -9.25560012e-06  1.12245067e-06  1.89440475e-05
  1.08548174e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1633775   0.25586797  0.35423477  0.194102    0.40808789 -0.34156901
  0.04142266  0.69905081  0.40054311]
L2 term: [ 4.42757450e-06  6.93409122e-06  9.59985828e-06  5.26021674e-06
  1.10592925e-05 -9.25661265e-06  1.12256520e-06  1.89444664e-05
  1.08548267e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16337301  0.25585779  0.3542372   0.19413752  0.40810082 -0.3416062
  0.04142685  0.69906609  0.40054345]
L2 term: [ 4.42745295e-06  6.93381544e-06  9.59992410e-06  5.26117931e-06
  1.10596428e-05 -9.25762067e-06  1.12267885e-06  1.89448804e-05
  1.08548360e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16336856  0.25584769  0.3542396   0.19417292  0.40811365 -0.34164323
  0.04143101  0.69908118  0.40054379]
L2 term: [ 4.42733233e-06  6.93354168e-06  9.59998916e-06  5.26213871e-06
  1.10599904e-05 -9.25862422e-06  1.12279161e-06  1.89452895e-05
  1.08548452e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16336415  0.25583766  0.35424197  0.1942082   0.40812638 -0.3416801
  0.04143514  0.6990961   0.40054412]
L2 term: [ 4.42721264e-06  6.93326994e-06  9.60005345e-06  5.26309496e-06
  1.10603355e-05 -9.25962332e-06  1.12290350e-06  1.89456938e-05
  1.08548543e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16335976  0.25582771  0.35424432  0.19424337  0.40813902 -0.3417168
  0.04143924  0.69911084  0.40054446]
L2 term: [ 4.42709387e-06  6.93300020e-06  9.60011700e-06  5.26404807e-06
  1.10606781e-05 -9.26061800e-06  1.12301452e-06  1.89460932e-05
  1.08548633e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16335541  0.25581783  0.35424663  0.19427843  0.40815157 -0.34175335
  0.0414433   0.6991254   0.40054479]
L2 term: [ 4.42697601e-06  6.93273245e-06  9.60017980e-06  5.26499804e-06
  1.10610181e-05 -9.26160828e-06  1.12312469e-06  1.89464878e-05
  1.08548723e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1633511   0.25580802  0.35424892  0.19431337  0.40816402 -0.34178973
  0.04144733  0.69913978  0.40054512]
L2 term: [ 4.42685907e-06  6.93246668e-06  9.60024186e-06  5.26594491e-06
  1.10613556e-05 -9.26259418e-06  1.12323399e-06  1.89468776e-05
  1.08548812e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16334682  0.25579829  0.35425119  0.19434819  0.40817638 -0.34182594
  0.04145134  0.699154    0.40054544]
L2 term: [ 4.42674302e-06  6.93220286e-06  9.60030319e-06  5.26688866e-06
  1.10616906e-05 -9.26357574e-06  1.12334245e-06  1.89472628e-05
  1.08548901e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16334257  0.25578862  0.35425342  0.1943829   0.40818866 -0.34186201
  0.04145531  0.69916804  0.40054577]
L2 term: [ 4.42662787e-06  6.93194100e-06  9.60036379e-06  5.26782933e-06
  1.10620232e-05 -9.26455298e-06  1.12345006e-06  1.89476433e-05
  1.08548989e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16333835  0.25577903  0.35425563  0.1944175   0.40820084 -0.34189791
  0.04145925  0.69918191  0.40054609]
L2 term: [ 4.42651361e-06  6.93168107e-06  9.60042368e-06  5.26876692e-06
  1.10623534e-05 -9.26552592e-06  1.12355684e-06  1.89480191e-05
  1.08549076e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16333417  0.25576951  0.35425782  0.19445198  0.40821293 -0.34193365
  0.04146316  0.6991956   0.40054641]
L2 term: [ 4.42640024e-06  6.93142306e-06  9.60048285e-06  5.26970144e-06
  1.10626811e-05 -9.26649459e-06  1.12366278e-06  1.89483904e-05
  1.08549163e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16333002  0.25576006  0.35425997  0.19448635  0.40822493 -0.34196924
  0.04146704  0.69920914  0.40054673]
L2 term: [ 4.42628774e-06  6.93116696e-06  9.60054131e-06  5.27063290e-06
  1.10630064e-05 -9.26745900e-06  1.12376789e-06  1.89487571e-05
  1.08549250e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1633259   0.25575068  0.35426211  0.19452061  0.40823685 -0.34200467
  0.04147088  0.6992225   0.40054705]
L2 term: [ 4.42617612e-06  6.93091275e-06  9.60059908e-06  5.27156133e-06
  1.10633293e-05 -9.26841919e-06  1.12387218e-06  1.89491193e-05
  1.08549335e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16332181  0.25574137  0.35426421  0.19455476  0.40824868 -0.34203994
  0.0414747   0.6992357   0.40054736]
L2 term: [ 4.42606536e-06  6.93066043e-06  9.60065615e-06  5.27248672e-06
  1.10636498e-05 -9.26937518e-06  1.12397566e-06  1.89494770e-05
  1.08549421e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16331776  0.25573213  0.35426629  0.1945888   0.40826042 -0.34207507
  0.04147849  0.69924873  0.40054767]
L2 term: [ 4.42595546e-06  6.93040997e-06  9.60071254e-06  5.27340910e-06
  1.10639680e-05 -9.27032699e-06  1.12407833e-06  1.89498302e-05
  1.08549505e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16331373  0.25572295  0.35426835  0.19462272  0.40827207 -0.34211003
  0.04148225  0.69926161  0.40054798]
L2 term: [ 4.42584642e-06  6.93016137e-06  9.60076825e-06  5.27432847e-06
  1.10642838e-05 -9.27127465e-06  1.12418019e-06  1.89501791e-05
  1.08549589e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16330974  0.25571385  0.35427038  0.19465653  0.40828364 -0.34214485
  0.04148598  0.69927432  0.40054829]
L2 term: [ 4.42573823e-06  6.92991462e-06  9.60082328e-06  5.27524485e-06
  1.10645973e-05 -9.27221817e-06  1.12428126e-06  1.89505235e-05
  1.08549673e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16330578  0.25570481  0.35427238  0.19469024  0.40829513 -0.34217952
  0.04148968  0.69928687  0.4005486 ]
L2 term: [ 4.42563089e-06  6.92966969e-06  9.60087764e-06  5.27615824e-06
  1.10649086e-05 -9.27315759e-06  1.12438153e-06  1.89508637e-05
  1.08549756e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16330185  0.25569584  0.35427437  0.19472383  0.40830653 -0.34221403
  0.04149335  0.69929926  0.40054891]
L2 term: [ 4.42552438e-06  6.92942659e-06  9.60093134e-06  5.27706867e-06
  1.10652175e-05 -9.27409292e-06  1.12448101e-06  1.89511995e-05
  1.08549839e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16329795  0.25568694  0.35427632  0.19475732  0.40831784 -0.34224839
  0.04149699  0.6993115   0.40054921]
L2 term: [ 4.42541870e-06  6.92918529e-06  9.60098438e-06  5.27797614e-06
  1.10655242e-05 -9.27502419e-06  1.12457971e-06  1.89515311e-05
  1.08549921e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16329408  0.2556781   0.35427826  0.1947907   0.40832908 -0.34228261
  0.0415006   0.69932358  0.40054951]
L2 term: [ 4.42531385e-06  6.92894579e-06  9.60103677e-06  5.27888066e-06
  1.10658286e-05 -9.27595142e-06  1.12467764e-06  1.89518584e-05
  1.08550003e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16329024  0.25566933  0.35428017  0.19482396  0.40834023 -0.34231667
  0.04150419  0.6993355   0.40054981]
L2 term: [ 4.42520983e-06  6.92870807e-06  9.60108852e-06  5.27978225e-06
  1.10661308e-05 -9.27687464e-06  1.12477479e-06  1.89521816e-05
  1.08550084e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16328643  0.25566062  0.35428205  0.19485713  0.4083513  -0.34235059
  0.04150775  0.69934727  0.40055011]
L2 term: [ 4.42510661e-06  6.92847211e-06  9.60113963e-06  5.28068091e-06
  1.10664308e-05 -9.27779386e-06  1.12487117e-06  1.89525006e-05
  1.08550165e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16328266  0.25565198  0.35428391  0.19489018  0.40836228 -0.34238437
  0.04151127  0.69935889  0.40055041]
L2 term: [ 4.42500421e-06  6.92823792e-06  9.60119010e-06  5.28157666e-06
  1.10667286e-05 -9.27870910e-06  1.12496680e-06  1.89528154e-05
  1.08550246e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16327891  0.2556434   0.35428575  0.19492313  0.40837319 -0.34241799
  0.04151478  0.69937036  0.4005507 ]
L2 term: [ 4.42490262e-06  6.92800546e-06  9.60123995e-06  5.28246952e-06
  1.10670242e-05 -9.27962040e-06  1.12506167e-06  1.89531262e-05
  1.08550326e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16327519  0.25563489  0.35428757  0.19495596  0.40838402 -0.34245147
  0.04151825  0.69938168  0.400551  ]
L2 term: [ 4.42480182e-06  6.92777475e-06  9.60128917e-06  5.28335948e-06
  1.10673176e-05 -9.28052777e-06  1.12515578e-06  1.89534329e-05
  1.08550406e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1632715   0.25562644  0.35428936  0.1949887   0.40839477 -0.34248481
  0.04152169  0.69939284  0.40055129]
L2 term: [ 4.42470182e-06  6.92754575e-06  9.60133778e-06  5.28424657e-06
  1.10676089e-05 -9.28143124e-06  1.12524916e-06  1.89537356e-05
  1.08550485e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16326784  0.25561805  0.35429114  0.19502133  0.40840544 -0.34251801
  0.04152511  0.69940387  0.40055158]
L2 term: [ 4.42460261e-06  6.92731846e-06  9.60138578e-06  5.28513080e-06
  1.10678980e-05 -9.28233082e-06  1.12534179e-06  1.89540343e-05
  1.08550564e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1632642   0.25560973  0.35429288  0.19505385  0.40841603 -0.34255106
  0.0415285   0.69941474  0.40055187]
L2 term: [ 4.42450418e-06  6.92709287e-06  9.60143318e-06  5.28601217e-06
  1.10681851e-05 -9.28322654e-06  1.12543368e-06  1.89543291e-05
  1.08550642e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1632606   0.25560146  0.35429461  0.19508627  0.40842654 -0.34258397
  0.04153187  0.69942548  0.40055216]
L2 term: [ 4.42440653e-06  6.92686896e-06  9.60147997e-06  5.28689070e-06
  1.10684700e-05 -9.28411842e-06  1.12552485e-06  1.89546199e-05
  1.08550720e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16325703  0.25559326  0.35429632  0.19511858  0.40843698 -0.34261674
  0.0415352   0.69943606  0.40055245]
L2 term: [ 4.42430965e-06  6.92664673e-06  9.60152617e-06  5.28776639e-06
  1.10687529e-05 -9.28500648e-06  1.12561529e-06  1.89549069e-05
  1.08550798e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16325348  0.25558513  0.354298    0.19515079  0.40844734 -0.34264937
  0.04153851  0.69944651  0.40055273]
L2 term: [ 4.42421354e-06  6.92642617e-06  9.60157178e-06  5.28863927e-06
  1.10690337e-05 -9.28589074e-06  1.12570501e-06  1.89551900e-05
  1.08550876e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16324996  0.25557705  0.35429966  0.19518289  0.40845763 -0.34268186
  0.0415418   0.69945681  0.40055302]
L2 term: [ 4.42411819e-06  6.92620725e-06  9.60161681e-06  5.28950933e-06
  1.10693124e-05 -9.28677123e-06  1.12579402e-06  1.89554692e-05
  1.08550953e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16324647  0.25556903  0.3543013   0.1952149   0.40846784 -0.34271421
  0.04154506  0.69946698  0.4005533 ]
L2 term: [ 4.42402360e-06  6.92598997e-06  9.60166126e-06  5.29037660e-06
  1.10695891e-05 -9.28764795e-06  1.12588231e-06  1.89557447e-05
  1.08551030e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16324301  0.25556107  0.35430292  0.1952468   0.40847798 -0.34274642
  0.04154829  0.699477    0.40055358]
L2 term: [ 4.42392976e-06  6.92577432e-06  9.60170514e-06  5.29124109e-06
  1.10698638e-05 -9.28852095e-06  1.12596990e-06  1.89560164e-05
  1.08551106e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16323957  0.25555317  0.35430452  0.19527859  0.40848804 -0.3427785
  0.0415515   0.69948689  0.40055386]
L2 term: [ 4.42383667e-06  6.92556029e-06  9.60174845e-06  5.29210279e-06
  1.10701365e-05 -9.28939022e-06  1.12605679e-06  1.89562844e-05
  1.08551182e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16323617  0.25554534  0.3543061   0.19531029  0.40849803 -0.34281044
  0.04155468  0.69949664  0.40055414]
L2 term: [ 4.42374432e-06  6.92534787e-06  9.60179120e-06  5.29296173e-06
  1.10704072e-05 -9.29025580e-06  1.12614299e-06  1.89565486e-05
  1.08551258e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16323278  0.25553756  0.35430765  0.19534188  0.40850794 -0.34284224
  0.04155783  0.69950626  0.40055442]
L2 term: [ 4.42365270e-06  6.92513703e-06  9.60183339e-06  5.29381792e-06
  1.10706759e-05 -9.29111771e-06  1.12622849e-06  1.89568092e-05
  1.08551333e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16322943  0.25552984  0.35430919  0.19537337  0.40851778 -0.34287391
  0.04156096  0.69951574  0.4005547 ]
L2 term: [ 4.42356182e-06  6.92492779e-06  9.60187502e-06  5.29467136e-06
  1.10709427e-05 -9.29197597e-06  1.12631331e-06  1.89570662e-05
  1.08551409e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1632261   0.25552217  0.3543107   0.19540476  0.40852756 -0.34290545
  0.04156407  0.69952509  0.40055497]
L2 term: [ 4.42347167e-06  6.92472011e-06  9.60191611e-06  5.29552207e-06
  1.10712075e-05 -9.29283059e-06  1.12639745e-06  1.89573196e-05
  1.08551484e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1632228   0.25551457  0.3543122   0.19543606  0.40853726 -0.34293685
  0.04156715  0.69953431  0.40055525]
L2 term: [ 4.42338224e-06  6.92451400e-06  9.60195666e-06  5.29637006e-06
  1.10714703e-05 -9.29368159e-06  1.12648091e-06  1.89575694e-05
  1.08551558e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16321953  0.25550702  0.35431368  0.19546725  0.40854689 -0.34296812
  0.0415702   0.6995434   0.40055552]
L2 term: [ 4.42329352e-06  6.92430944e-06  9.60199667e-06  5.29721534e-06
  1.10717313e-05 -9.29452900e-06  1.12656370e-06  1.89578156e-05
  1.08551633e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16321628  0.25549953  0.35431513  0.19549834  0.40855644 -0.34299926
  0.04157323  0.69955235  0.4005558 ]
L2 term: [ 4.42320552e-06  6.92410642e-06  9.60203615e-06  5.29805791e-06
  1.10719904e-05 -9.29537284e-06  1.12664583e-06  1.89580584e-05
  1.08551707e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16321306  0.25549209  0.35431657  0.19552933  0.40856593 -0.34303026
  0.04157624  0.69956118  0.40055607]
L2 term: [ 4.42311822e-06  6.92390492e-06  9.60207510e-06  5.29889780e-06
  1.10722475e-05 -9.29621312e-06  1.12672729e-06  1.89582976e-05
  1.08551780e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16320987  0.25548471  0.35431799  0.19556022  0.40857535 -0.34306114
  0.04157922  0.69956988  0.40055634]
L2 term: [ 4.42303163e-06  6.92370495e-06  9.60211353e-06  5.29973501e-06
  1.10725028e-05 -9.29704987e-06  1.12680809e-06  1.89585334e-05
  1.08551854e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1632067   0.25547739  0.35431939  0.19559102  0.40858471 -0.34309189
  0.04158218  0.69957846  0.40055661]
L2 term: [ 4.42294574e-06  6.92350649e-06  9.60215144e-06  5.30056954e-06
  1.10727563e-05 -9.29788310e-06  1.12688824e-06  1.89587658e-05
  1.08551927e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16320355  0.25547012  0.35432077  0.19562171  0.40859399 -0.3431225
  0.04158511  0.6995869   0.40055688]
L2 term: [ 4.42286053e-06  6.92330952e-06  9.60218883e-06  5.30140142e-06
  1.10730079e-05 -9.29871283e-06  1.12696775e-06  1.89589947e-05
  1.08552001e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16320044  0.25546291  0.35432213  0.19565231  0.40860321 -0.34315299
  0.04158802  0.69959523  0.40055715]
L2 term: [ 4.42277602e-06  6.92311404e-06  9.60222572e-06  5.30223065e-06
  1.10732576e-05 -9.29953909e-06  1.12704661e-06  1.89592203e-05
  1.08552073e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16319734  0.25545575  0.35432347  0.19568281  0.40861236 -0.34318335
  0.04159091  0.69960343  0.40055742]
L2 term: [ 4.42269219e-06  6.92292004e-06  9.60226210e-06  5.30305724e-06
  1.10735056e-05 -9.30036189e-06  1.12712483e-06  1.89594426e-05
  1.08552146e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16319427  0.25544864  0.3543248   0.19571322  0.40862144 -0.34321359
  0.04159377  0.69961151  0.40055769]
L2 term: [ 4.42260903e-06  6.92272750e-06  9.60229799e-06  5.30388121e-06
  1.10737517e-05 -9.30118124e-06  1.12720241e-06  1.89596615e-05
  1.08552219e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16319123  0.25544159  0.3543261   0.19574352  0.40863045 -0.3432437
  0.04159661  0.69961947  0.40055795]
L2 term: [ 4.42252655e-06  6.92253643e-06  9.60233338e-06  5.30470255e-06
  1.10739961e-05 -9.30199718e-06  1.12727937e-06  1.89598772e-05
  1.08552291e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16318821  0.2554346   0.35432739  0.19577374  0.40863941 -0.34327368
  0.04159943  0.6996273   0.40055822]
L2 term: [ 4.42244474e-06  6.92234679e-06  9.60236828e-06  5.30552129e-06
  1.10742386e-05 -9.30280971e-06  1.12735570e-06  1.89600896e-05
  1.08552363e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16318522  0.25542765  0.35432866  0.19580385  0.40864829 -0.34330354
  0.04160222  0.69963502  0.40055848]
L2 term: [ 4.42236360e-06  6.92215860e-06  9.60240269e-06  5.30633743e-06
  1.10744795e-05 -9.30361885e-06  1.12743141e-06  1.89602987e-05
  1.08552435e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16318225  0.25542076  0.35432991  0.19583387  0.40865711 -0.34333327
  0.04160499  0.69964262  0.40055875]
L2 term: [ 4.42228311e-06  6.92197183e-06  9.60243662e-06  5.30715098e-06
  1.10747185e-05 -9.30442463e-06  1.12750650e-06  1.89605047e-05
  1.08552506e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1631793   0.25541392  0.35433115  0.1958638   0.40866587 -0.34336288
  0.04160774  0.69965011  0.40055901]
L2 term: [ 4.42220328e-06  6.92178648e-06  9.60247008e-06  5.30796196e-06
  1.10749559e-05 -9.30522707e-06  1.12758098e-06  1.89607075e-05
  1.08552578e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16317638  0.25540713  0.35433236  0.19589363  0.40867456 -0.34339237
  0.04161046  0.69965747  0.40055927]
L2 term: [ 4.42212410e-06  6.92160253e-06  9.60250306e-06  5.30877037e-06
  1.10751915e-05 -9.30602617e-06  1.12765485e-06  1.89609072e-05
  1.08552649e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16317348  0.2554004   0.35433356  0.19592336  0.4086832  -0.34342173
  0.04161317  0.69966473  0.40055954]
L2 term: [ 4.42204557e-06  6.92141998e-06  9.60253557e-06  5.30957622e-06
  1.10754254e-05 -9.30682196e-06  1.12772811e-06  1.89611037e-05
  1.08552720e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16317061  0.25539371  0.35433475  0.195953    0.40869176 -0.34345097
  0.04161585  0.69967186  0.4005598 ]
L2 term: [ 4.42196768e-06  6.92123882e-06  9.60256762e-06  5.31037952e-06
  1.10756575e-05 -9.30761445e-06  1.12780078e-06  1.89612971e-05
  1.08552791e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16316776  0.25538708  0.35433591  0.19598255  0.40870027 -0.3434801
  0.04161851  0.69967889  0.40056006]
L2 term: [ 4.42189043e-06  6.92105903e-06  9.60259921e-06  5.31118029e-06
  1.10758881e-05 -9.30840367e-06  1.12787285e-06  1.89614875e-05
  1.08552861e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16316493  0.25538049  0.35433706  0.19601201  0.40870871 -0.3435091
  0.04162115  0.6996858   0.40056032]
L2 term: [ 4.42181381e-06  6.92088062e-06  9.60263034e-06  5.31197853e-06
  1.10761169e-05 -9.30918963e-06  1.12794433e-06  1.89616748e-05
  1.08552932e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16316213  0.25537396  0.35433819  0.19604137  0.4087171  -0.34353798
  0.04162376  0.6996926   0.40056058]
L2 term: [ 4.42173782e-06  6.92070356e-06  9.60266103e-06  5.31277425e-06
  1.10763441e-05 -9.30997235e-06  1.12801522e-06  1.89618591e-05
  1.08553002e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16315934  0.25536748  0.35433931  0.19607064  0.40872542 -0.34356674
  0.04162636  0.69969929  0.40056084]
L2 term: [ 4.42166245e-06  6.92052784e-06  9.60269126e-06  5.31356746e-06
  1.10765696e-05 -9.31075184e-06  1.12808553e-06  1.89620405e-05
  1.08553073e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16315659  0.25536104  0.35434041  0.19609982  0.40873368 -0.34359539
  0.04162893  0.69970588  0.4005611 ]
L2 term: [ 4.42158770e-06  6.92035347e-06  9.60272106e-06  5.31435817e-06
  1.10767935e-05 -9.31152813e-06  1.12815526e-06  1.89622188e-05
  1.08553143e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16315385  0.25535466  0.35434149  0.1961289   0.40874188 -0.34362392
  0.04163148  0.69971235  0.40056135]
L2 term: [ 4.42151357e-06  6.92018043e-06  9.60275041e-06  5.31514639e-06
  1.10770158e-05 -9.31230123e-06  1.12822442e-06  1.89623943e-05
  1.08553213e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16315114  0.25534832  0.35434256  0.1961579   0.40875002 -0.34365233
  0.04163401  0.69971871  0.40056161]
L2 term: [ 4.42144005e-06  6.92000871e-06  9.60277933e-06  5.31593214e-06
  1.10772364e-05 -9.31307116e-06  1.12829300e-06  1.89625668e-05
  1.08553282e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16314845  0.25534203  0.35434361  0.1961868   0.40875811 -0.34368062
  0.04163652  0.69972497  0.40056187]
L2 term: [ 4.42136714e-06  6.91983830e-06  9.60280781e-06  5.31671541e-06
  1.10774555e-05 -9.31383792e-06  1.12836102e-06  1.89627364e-05
  1.08553352e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16314578  0.25533579  0.35434464  0.19621561  0.40876613 -0.3437088
  0.04163901  0.69973113  0.40056213]
L2 term: [ 4.42129483e-06  6.91966919e-06  9.60283587e-06  5.31749622e-06
  1.10776730e-05 -9.31460156e-06  1.12842848e-06  1.89629032e-05
  1.08553422e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16314313  0.2553296   0.35434566  0.19624433  0.4087741  -0.34373686
  0.04164148  0.69973718  0.40056238]
L2 term: [ 4.42122311e-06  6.91950137e-06  9.60286351e-06  5.31827458e-06
  1.10778889e-05 -9.31536206e-06  1.12849538e-06  1.89630671e-05
  1.08553491e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16314051  0.25532346  0.35434667  0.19627296  0.40878201 -0.34376481
  0.04164393  0.69974312  0.40056264]
L2 term: [ 4.42115200e-06  6.91933484e-06  9.60289073e-06  5.31905050e-06
  1.10781033e-05 -9.31611947e-06  1.12856172e-06  1.89632282e-05
  1.08553560e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16313791  0.25531736  0.35434766  0.19630151  0.40878986 -0.34379264
  0.04164636  0.69974896  0.40056289]
L2 term: [ 4.42108147e-06  6.91916958e-06  9.60291753e-06  5.31982399e-06
  1.10783160e-05 -9.31687378e-06  1.12862751e-06  1.89633866e-05
  1.08553629e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16313533  0.25531131  0.35434863  0.19632996  0.40879766 -0.34382036
  0.04164876  0.69975471  0.40056315]
L2 term: [ 4.42101153e-06  6.91900559e-06  9.60294392e-06  5.32059505e-06
  1.10785273e-05 -9.31762502e-06  1.12869276e-06  1.89635422e-05
  1.08553698e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16313277  0.2553053   0.35434959  0.19635832  0.4088054  -0.34384797
  0.04165115  0.69976034  0.4005634 ]
L2 term: [ 4.42094217e-06  6.91884285e-06  9.60296991e-06  5.32136370e-06
  1.10787370e-05 -9.31837321e-06  1.12875746e-06  1.89636950e-05
  1.08553767e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16313023  0.25529934  0.35435053  0.19638659  0.40881308 -0.34387547
  0.04165352  0.69976588  0.40056366]
L2 term: [ 4.42087339e-06  6.91868137e-06  9.60299549e-06  5.32212994e-06
  1.10789452e-05 -9.31911835e-06  1.12882162e-06  1.89638451e-05
  1.08553836e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16312771  0.25529343  0.35435146  0.19641478  0.40882071 -0.34390285
  0.04165587  0.69977132  0.40056391]
L2 term: [ 4.42080518e-06  6.91852112e-06  9.60302066e-06  5.32289379e-06
  1.10791519e-05 -9.31986047e-06  1.12888525e-06  1.89639925e-05
  1.08553905e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16312522  0.25528756  0.35435238  0.19644288  0.40882828 -0.34393012
  0.04165819  0.69977667  0.40056416]
L2 term: [ 4.42073755e-06  6.91836210e-06  9.60304545e-06  5.32365525e-06
  1.10793572e-05 -9.32059958e-06  1.12894835e-06  1.89641373e-05
  1.08553973e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16312274  0.25528174  0.35435328  0.19647089  0.4088358  -0.34395729
  0.0416605   0.69978191  0.40056441]
L2 term: [ 4.42067047e-06  6.91820430e-06  9.60306984e-06  5.32441433e-06
  1.10795609e-05 -9.32133570e-06  1.12901092e-06  1.89642794e-05
  1.08554042e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16312029  0.25527596  0.35435416  0.19649881  0.40884326 -0.34398434
  0.04166279  0.69978706  0.40056467]
L2 term: [ 4.42060397e-06  6.91804772e-06  9.60309384e-06  5.32517105e-06
  1.10797632e-05 -9.32206885e-06  1.12907297e-06  1.89644189e-05
  1.08554110e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16311785  0.25527023  0.35435503  0.19652665  0.40885067 -0.34401128
  0.04166506  0.69979211  0.40056492]
L2 term: [ 4.42053801e-06  6.91789234e-06  9.60311745e-06  5.32592540e-06
  1.10799640e-05 -9.32279903e-06  1.12913450e-06  1.89645557e-05
  1.08554179e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16311544  0.25526454  0.35435589  0.1965544   0.40885803 -0.34403812
  0.04166731  0.69979706  0.40056517]
L2 term: [ 4.42047262e-06  6.91773816e-06  9.60314068e-06  5.32667740e-06
  1.10801633e-05 -9.32352627e-06  1.12919551e-06  1.89646901e-05
  1.08554247e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16311305  0.25525889  0.35435673  0.19658206  0.40886533 -0.34406485
  0.04166955  0.69980192  0.40056542]
L2 term: [ 4.42040777e-06  6.91758517e-06  9.60316354e-06  5.32742707e-06
  1.10803612e-05 -9.32425057e-06  1.12925600e-06  1.89648218e-05
  1.08554315e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16311067  0.25525329  0.35435756  0.19660964  0.40887258 -0.34409147
  0.04167176  0.69980669  0.40056567]
L2 term: [ 4.42034347e-06  6.91743335e-06  9.60318602e-06  5.32817439e-06
  1.10805577e-05 -9.32497197e-06  1.12931599e-06  1.89649510e-05
  1.08554383e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16310832  0.25524773  0.35435838  0.19663713  0.40887978 -0.34411798
  0.04167396  0.69981137  0.40056592]
L2 term: [ 4.42027971e-06  6.91728271e-06  9.60320812e-06  5.32891940e-06
  1.10807528e-05 -9.32569046e-06  1.12937548e-06  1.89650777e-05
  1.08554451e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16310599  0.25524222  0.35435918  0.19666453  0.40888692 -0.34414438
  0.04167613  0.69981595  0.40056617]
L2 term: [ 4.42021649e-06  6.91713323e-06  9.60322986e-06  5.32966209e-06
  1.10809464e-05 -9.32640607e-06  1.12943446e-06  1.89652020e-05
  1.08554519e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16310368  0.25523674  0.35435997  0.19669185  0.40889402 -0.34417068
  0.04167829  0.69982045  0.40056643]
L2 term: [ 4.42015381e-06  6.91698490e-06  9.60325124e-06  5.33040247e-06
  1.10811387e-05 -9.32711881e-06  1.12949294e-06  1.89653237e-05
  1.08554587e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16310138  0.25523131  0.35436075  0.19671909  0.40890106 -0.34419688
  0.04168043  0.69982485  0.40056668]
L2 term: [ 4.42009165e-06  6.91683772e-06  9.60327225e-06  5.33114056e-06
  1.10813296e-05 -9.32782870e-06  1.12955093e-06  1.89654430e-05
  1.08554655e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16309911  0.25522592  0.35436151  0.19674624  0.40890805 -0.34422297
  0.04168255  0.69982916  0.40056692]
L2 term: [ 4.42003002e-06  6.91669168e-06  9.60329291e-06  5.33187635e-06
  1.10815191e-05 -9.32853575e-06  1.12960843e-06  1.89655599e-05
  1.08554722e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16309685  0.25522058  0.35436226  0.1967733   0.408915   -0.34424896
  0.04168465  0.69983339  0.40056717]
L2 term: [ 4.41996892e-06  6.91654676e-06  9.60331321e-06  5.33260987e-06
  1.10817072e-05 -9.32923997e-06  1.12966545e-06  1.89656744e-05
  1.08554790e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16309462  0.25521527  0.35436299  0.19680029  0.40892189 -0.34427484
  0.04168674  0.69983752  0.40056742]
L2 term: [ 4.41990834e-06  6.91640297e-06  9.60333316e-06  5.33334111e-06
  1.10818940e-05 -9.32994139e-06  1.12972197e-06  1.89657865e-05
  1.08554857e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1630924   0.25521     0.35436372  0.19682719  0.40892873 -0.34430062
  0.04168881  0.69984157  0.40056767]
L2 term: [ 4.41984827e-06  6.91626030e-06  9.60335276e-06  5.33407009e-06
  1.10820795e-05 -9.33064001e-06  1.12977802e-06  1.89658963e-05
  1.08554925e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1630902   0.25520478  0.35436443  0.196854    0.40893553 -0.34432629
  0.04169086  0.69984554  0.40056792]
L2 term: [ 4.41978871e-06  6.91611873e-06  9.60337202e-06  5.33479682e-06
  1.10822636e-05 -9.33133585e-06  1.12983359e-06  1.89660037e-05
  1.08554992e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16308802  0.2551996   0.35436513  0.19688074  0.40894227 -0.34435187
  0.04169289  0.69984941  0.40056817]
L2 term: [ 4.41972966e-06  6.91597825e-06  9.60339093e-06  5.33552129e-06
  1.10824463e-05 -9.33202892e-06  1.12988869e-06  1.89661088e-05
  1.08555060e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16308586  0.25519445  0.35436581  0.19690739  0.40894897 -0.34437734
  0.04169491  0.69985321  0.40056842]
L2 term: [ 4.41967112e-06  6.91583887e-06  9.60340951e-06  5.33624353e-06
  1.10826278e-05 -9.33271924e-06  1.12994332e-06  1.89662116e-05
  1.08555127e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16308372  0.25518935  0.35436648  0.19693395  0.40895561 -0.34440271
  0.04169691  0.69985692  0.40056867]
L2 term: [ 4.41961308e-06  6.91570057e-06  9.60342775e-06  5.33696354e-06
  1.10828080e-05 -9.33340683e-06  1.12999748e-06  1.89663121e-05
  1.08555194e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1630816   0.25518429  0.35436715  0.19696044  0.40896221 -0.34442798
  0.04169889  0.69986054  0.40056892]
L2 term: [ 4.41955554e-06  6.91556335e-06  9.60344566e-06  5.33768133e-06
  1.10829868e-05 -9.33409169e-06  1.13005118e-06  1.89664104e-05
  1.08555262e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16307949  0.25517926  0.35436779  0.19698685  0.40896877 -0.34445315
  0.04170085  0.69986409  0.40056916]
L2 term: [ 4.41949849e-06  6.91542720e-06  9.60346325e-06  5.33839691e-06
  1.10831644e-05 -9.33477384e-06  1.13010442e-06  1.89665064e-05
  1.08555329e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16307741  0.25517428  0.35436843  0.19701317  0.40897527 -0.34447823
  0.0417028   0.69986755  0.40056941]
L2 term: [ 4.41944193e-06  6.91529210e-06  9.60348050e-06  5.33911028e-06
  1.10833407e-05 -9.33545330e-06  1.13015720e-06  1.89666002e-05
  1.08555396e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16307534  0.25516933  0.35436906  0.19703941  0.40898173 -0.3445032
  0.04170473  0.69987093  0.40056966]
L2 term: [ 4.41938586e-06  6.91515806e-06  9.60349743e-06  5.33982145e-06
  1.10835158e-05 -9.33613007e-06  1.13020953e-06  1.89666918e-05
  1.08555463e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16307329  0.25516442  0.35436967  0.19706557  0.40898815 -0.34452807
  0.04170665  0.69987423  0.40056991]
L2 term: [ 4.41933028e-06  6.91502506e-06  9.60351405e-06  5.34053043e-06
  1.10836896e-05 -9.33680418e-06  1.13026141e-06  1.89667813e-05
  1.08555530e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16307125  0.25515956  0.35437027  0.19709165  0.40899451 -0.34455285
  0.04170854  0.69987745  0.40057015]
L2 term: [ 4.41927517e-06  6.91489310e-06  9.60353034e-06  5.34123724e-06
  1.10838621e-05 -9.33747564e-06  1.13031284e-06  1.89668686e-05
  1.08555597e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16306924  0.25515472  0.35437086  0.19711766  0.40900083 -0.34457753
  0.04171043  0.69988059  0.4005704 ]
L2 term: [ 4.41922054e-06  6.91476217e-06  9.60354633e-06  5.34194187e-06
  1.10840334e-05 -9.33814445e-06  1.13036383e-06  1.89669537e-05
  1.08555664e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16306724  0.25514993  0.35437144  0.19714358  0.40900711 -0.34460211
  0.04171229  0.69988366  0.40057065]
L2 term: [ 4.41916639e-06  6.91463226e-06  9.60356200e-06  5.34264434e-06
  1.10842035e-05 -9.33881064e-06  1.13041438e-06  1.89670368e-05
  1.08555731e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16306526  0.25514517  0.354372    0.19716942  0.40901334 -0.3446266
  0.04171414  0.69988664  0.4005709 ]
L2 term: [ 4.41911270e-06  6.91450337e-06  9.60357736e-06  5.34334465e-06
  1.10843723e-05 -9.33947421e-06  1.13046449e-06  1.89671177e-05
  1.08555798e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16306329  0.25514046  0.35437256  0.19719518  0.40901952 -0.34465099
  0.04171597  0.69988955  0.40057114]
L2 term: [ 4.41905948e-06  6.91437548e-06  9.60359242e-06  5.34404281e-06
  1.10845400e-05 -9.34013519e-06  1.13051417e-06  1.89671965e-05
  1.08555865e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16306135  0.25513577  0.3543731   0.19722086  0.40902567 -0.34467528
  0.04171779  0.69989239  0.40057139]
L2 term: [ 4.41900673e-06  6.91424860e-06  9.60360718e-06  5.34473884e-06
  1.10847064e-05 -9.34079357e-06  1.13056342e-06  1.89672733e-05
  1.08555932e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16305942  0.25513113  0.35437364  0.19724647  0.40903176 -0.34469948
  0.04171959  0.69989514  0.40057164]
L2 term: [ 4.41895443e-06  6.91412271e-06  9.60362164e-06  5.34543273e-06
  1.10848716e-05 -9.34144939e-06  1.13061224e-06  1.89673481e-05
  1.08555999e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16305751  0.25512652  0.35437416  0.19727199  0.40903782 -0.34472359
  0.04172138  0.69989783  0.40057188]
L2 term: [ 4.41890260e-06  6.91399781e-06  9.60363580e-06  5.34612450e-06
  1.10850357e-05 -9.34210264e-06  1.13066063e-06  1.89674208e-05
  1.08556066e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16305561  0.25512195  0.35437467  0.19729744  0.40904383 -0.3447476
  0.04172315  0.69990044  0.40057213]
L2 term: [ 4.41885121e-06  6.91387388e-06  9.60364966e-06  5.34681415e-06
  1.10851986e-05 -9.34275335e-06  1.13070861e-06  1.89674915e-05
  1.08556133e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16305373  0.25511741  0.35437517  0.19732281  0.4090498  -0.34477152
  0.0417249   0.69990297  0.40057238]
L2 term: [ 4.41880028e-06  6.91375093e-06  9.60366324e-06  5.34750169e-06
  1.10853603e-05 -9.34340152e-06  1.13075616e-06  1.89675602e-05
  1.08556199e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16305187  0.25511291  0.35437566  0.19734811  0.40905572 -0.34479534
  0.04172664  0.69990544  0.40057262]
L2 term: [ 4.41874979e-06  6.91362895e-06  9.60367653e-06  5.34818713e-06
  1.10855209e-05 -9.34404717e-06  1.13080330e-06  1.89676270e-05
  1.08556266e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16305002  0.25510844  0.35437614  0.19737332  0.4090616  -0.34481907
  0.04172837  0.69990783  0.40057287]
L2 term: [ 4.41869975e-06  6.91350792e-06  9.60368953e-06  5.34887047e-06
  1.10856803e-05 -9.34469032e-06  1.13085003e-06  1.89676918e-05
  1.08556333e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16304819  0.25510401  0.35437661  0.19739846  0.40906744 -0.34484271
  0.04173008  0.69991015  0.40057311]
L2 term: [ 4.41865014e-06  6.91338785e-06  9.60370225e-06  5.34955174e-06
  1.10858386e-05 -9.34533096e-06  1.13089635e-06  1.89677547e-05
  1.08556400e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16304638  0.25509962  0.35437707  0.19742352  0.40907324 -0.34486626
  0.04173177  0.6999124   0.40057336]
L2 term: [ 4.41860098e-06  6.91326872e-06  9.60371470e-06  5.35023092e-06
  1.10859957e-05 -9.34596913e-06  1.13094227e-06  1.89678156e-05
  1.08556466e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16304458  0.25509525  0.35437752  0.19744851  0.409079   -0.34488972
  0.04173345  0.69991458  0.40057361]
L2 term: [ 4.41855225e-06  6.91315053e-06  9.60372686e-06  5.35090803e-06
  1.10861517e-05 -9.34660482e-06  1.13098778e-06  1.89678747e-05
  1.08556533e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1630428   0.25509093  0.35437796  0.19747342  0.40908471 -0.34491308
  0.04173511  0.69991669  0.40057385]
L2 term: [ 4.41850394e-06  6.91303328e-06  9.60373875e-06  5.35158308e-06
  1.10863066e-05 -9.34723806e-06  1.13103289e-06  1.89679319e-05
  1.08556600e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16304103  0.25508664  0.35437839  0.19749825  0.40909039 -0.34493636
  0.04173676  0.69991873  0.4005741 ]
L2 term: [ 4.41845607e-06  6.91291694e-06  9.60375037e-06  5.35225608e-06
  1.10864604e-05 -9.34786884e-06  1.13107760e-06  1.89679872e-05
  1.08556666e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16303928  0.25508238  0.35437881  0.19752301  0.40909602 -0.34495955
  0.0417384   0.6999207   0.40057435]
L2 term: [ 4.41840862e-06  6.91280153e-06  9.60376171e-06  5.35292703e-06
  1.10866131e-05 -9.34849720e-06  1.13112192e-06  1.89680406e-05
  1.08556733e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16303754  0.25507815  0.35437922  0.19754769  0.40910162 -0.34498264
  0.04174002  0.69992261  0.40057459]
L2 term: [ 4.41836160e-06  6.91268703e-06  9.60377279e-06  5.35359594e-06
  1.10867647e-05 -9.34912313e-06  1.13116585e-06  1.89680923e-05
  1.08556800e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16303582  0.25507396  0.35437962  0.1975723   0.40910717 -0.34500565
  0.04174163  0.69992444  0.40057484]
L2 term: [ 4.41831499e-06  6.91257343e-06  9.60378361e-06  5.35426281e-06
  1.10869152e-05 -9.34974666e-06  1.13120939e-06  1.89681421e-05
  1.08556866e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16303412  0.2550698   0.35438     0.19759683  0.40911269 -0.34502857
  0.04174322  0.69992622  0.40057508]
L2 term: [ 4.41826880e-06  6.91246073e-06  9.60379417e-06  5.35492766e-06
  1.10870647e-05 -9.35036779e-06  1.13125254e-06  1.89681901e-05
  1.08556933e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16303243  0.25506568  0.35438038  0.19762129  0.40911816 -0.3450514
  0.0417448   0.69992792  0.40057533]
L2 term: [ 4.41822302e-06  6.91234892e-06  9.60380446e-06  5.35559050e-06
  1.10872131e-05 -9.35098653e-06  1.13129531e-06  1.89682364e-05
  1.08557000e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16303076  0.25506158  0.35438076  0.19764567  0.4091236  -0.34507415
  0.04174636  0.69992956  0.40057557]
L2 term: [ 4.41817765e-06  6.91223800e-06  9.60381450e-06  5.35625132e-06
  1.10873604e-05 -9.35160290e-06  1.13133770e-06  1.89682808e-05
  1.08557066e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1630291   0.25505752  0.35438112  0.19766998  0.409129   -0.3450968
  0.04174791  0.69993114  0.40057582]
L2 term: [ 4.41813269e-06  6.91212796e-06  9.60382429e-06  5.35691014e-06
  1.10875067e-05 -9.35221691e-06  1.13137972e-06  1.89683236e-05
  1.08557133e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16302745  0.25505349  0.35438147  0.19769422  0.40913435 -0.34511937
  0.04174945  0.69993265  0.40057607]
L2 term: [ 4.41808813e-06  6.91201880e-06  9.60383382e-06  5.35756696e-06
  1.10876519e-05 -9.35282857e-06  1.13142136e-06  1.89683646e-05
  1.08557200e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16302582  0.2550495   0.35438181  0.19771838  0.40913968 -0.34514186
  0.04175097  0.6999341   0.40057631]
L2 term: [ 4.41804397e-06  6.91191050e-06  9.60384310e-06  5.35822180e-06
  1.10877961e-05 -9.35343789e-06  1.13146262e-06  1.89684039e-05
  1.08557266e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16302421  0.25504553  0.35438214  0.19774247  0.40914496 -0.34516426
  0.04175248  0.69993549  0.40057656]
L2 term: [ 4.41800021e-06  6.91180306e-06  9.60385214e-06  5.35887465e-06
  1.10879392e-05 -9.35404489e-06  1.13150352e-06  1.89684414e-05
  1.08557333e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16302261  0.2550416   0.35438247  0.19776649  0.4091502  -0.34518657
  0.04175398  0.69993681  0.4005768 ]
L2 term: [ 4.41795684e-06  6.91169647e-06  9.60386093e-06  5.35952553e-06
  1.10880814e-05 -9.35464957e-06  1.13154405e-06  1.89684773e-05
  1.08557400e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16302102  0.2550377   0.35438278  0.19779044  0.40915541 -0.3452088
  0.04175546  0.69993808  0.40057705]
L2 term: [ 4.41791387e-06  6.91159074e-06  9.60386948e-06  5.36017444e-06
  1.10882225e-05 -9.35525195e-06  1.13158422e-06  1.89685116e-05
  1.08557466e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16301945  0.25503383  0.35438309  0.19781431  0.40916058 -0.34523094
  0.04175693  0.69993928  0.4005773 ]
L2 term: [ 4.41787128e-06  6.91148584e-06  9.60387779e-06  5.36082139e-06
  1.10883626e-05 -9.35585204e-06  1.13162403e-06  1.89685442e-05
  1.08557533e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16301789  0.25502999  0.35438339  0.19783811  0.40916572 -0.345253
  0.04175838  0.69994042  0.40057754]
L2 term: [ 4.41782909e-06  6.91138178e-06  9.60388586e-06  5.36146639e-06
  1.10885018e-05 -9.35644984e-06  1.13166348e-06  1.89685751e-05
  1.08557599e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16301635  0.25502618  0.35438368  0.19786184  0.40917081 -0.34527497
  0.04175982  0.6999415   0.40057779]
L2 term: [ 4.41778727e-06  6.91127856e-06  9.60389370e-06  5.36210945e-06
  1.10886399e-05 -9.35704538e-06  1.13170257e-06  1.89686044e-05
  1.08557666e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16301482  0.2550224   0.35438396  0.1978855   0.40917587 -0.34529687
  0.04176125  0.69994253  0.40057803]
L2 term: [ 4.41774584e-06  6.91117615e-06  9.60390130e-06  5.36275057e-06
  1.10887771e-05 -9.35763866e-06  1.13174132e-06  1.89686321e-05
  1.08557733e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16301331  0.25501865  0.35438423  0.19790908  0.4091809  -0.34531868
  0.04176267  0.69994349  0.40057828]
L2 term: [ 4.41770478e-06  6.91107457e-06  9.60390867e-06  5.36338975e-06
  1.10889132e-05 -9.35822970e-06  1.13177971e-06  1.89686583e-05
  1.08557799e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16301181  0.25501493  0.35438449  0.1979326   0.40918589 -0.3453404
  0.04176407  0.6999444   0.40057853]
L2 term: [ 4.41766410e-06  6.91097379e-06  9.60391582e-06  5.36402701e-06
  1.10890484e-05 -9.35881850e-06  1.13181775e-06  1.89686828e-05
  1.08557866e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16301032  0.25501124  0.35438475  0.19795604  0.40919084 -0.34536205
  0.04176547  0.69994524  0.40057877]
L2 term: [ 4.41762379e-06  6.91087383e-06  9.60392274e-06  5.36466235e-06
  1.10891827e-05 -9.35940507e-06  1.13185545e-06  1.89687058e-05
  1.08557933e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16300884  0.25500758  0.354385    0.19797941  0.40919576 -0.34538361
  0.04176684  0.69994604  0.40057902]
L2 term: [ 4.41758385e-06  6.91077466e-06  9.60392943e-06  5.36529578e-06
  1.10893160e-05 -9.35998943e-06  1.13189280e-06  1.89687273e-05
  1.08557999e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16300738  0.25500396  0.35438523  0.19800272  0.40920064 -0.34540509
  0.04176821  0.69994677  0.40057926]
L2 term: [ 4.41754428e-06  6.91067629e-06  9.60393590e-06  5.36592731e-06
  1.10894483e-05 -9.36057159e-06  1.13192982e-06  1.89687472e-05
  1.08558066e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16300594  0.25500035  0.35438547  0.19802595  0.40920549 -0.34542649
  0.04176956  0.69994745  0.40057951]
L2 term: [ 4.41750507e-06  6.91057871e-06  9.60394215e-06  5.36655694e-06
  1.10895797e-05 -9.36115156e-06  1.13196650e-06  1.89687656e-05
  1.08558133e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1630045   0.25499678  0.35438569  0.19804911  0.40921031 -0.34544781
  0.0417709   0.69994807  0.40057976]
L2 term: [ 4.41746622e-06  6.91048191e-06  9.60394819e-06  5.36718468e-06
  1.10897102e-05 -9.36172935e-06  1.13200284e-06  1.89687825e-05
  1.08558199e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16300308  0.25499324  0.3543859   0.19807221  0.40921509 -0.34546905
  0.04177223  0.69994864  0.40058   ]
L2 term: [ 4.41742773e-06  6.91038589e-06  9.60395401e-06  5.36781054e-06
  1.10898398e-05 -9.36230496e-06  1.13203885e-06  1.89687979e-05
  1.08558266e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16300168  0.25498972  0.35438611  0.19809523  0.40921983 -0.34549021
  0.04177355  0.69994915  0.40058025]
L2 term: [ 4.41738960e-06  6.91029064e-06  9.60395961e-06  5.36843452e-06
  1.10899684e-05 -9.36287842e-06  1.13207453e-06  1.89688118e-05
  1.08558333e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16300028  0.25498624  0.35438631  0.19811819  0.40922455 -0.3455113
  0.04177485  0.69994961  0.40058049]
L2 term: [ 4.41735183e-06  6.91019616e-06  9.60396501e-06  5.36905663e-06
  1.10900961e-05 -9.36344973e-06  1.13210989e-06  1.89688242e-05
  1.08558399e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629989   0.25498278  0.3543865   0.19814108  0.40922923 -0.3455323
  0.04177615  0.69995002  0.40058074]
L2 term: [ 4.41731440e-06  6.91010244e-06  9.60397019e-06  5.36967687e-06
  1.10902229e-05 -9.36401890e-06  1.13214492e-06  1.89688353e-05
  1.08558466e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16299753  0.25497935  0.35438668  0.1981639   0.40923387 -0.34555322
  0.04177743  0.69995038  0.40058099]
L2 term: [ 4.41727732e-06  6.91000947e-06  9.60397517e-06  5.37029526e-06
  1.10903488e-05 -9.36458594e-06  1.13217962e-06  1.89688449e-05
  1.08558533e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16299618  0.25497595  0.35438686  0.19818665  0.40923848 -0.34557407
  0.0417787   0.69995068  0.40058123]
L2 term: [ 4.41724059e-06  6.90991726e-06  9.60397994e-06  5.37091180e-06
  1.10904738e-05 -9.36515086e-06  1.13221401e-06  1.89688530e-05
  1.08558600e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16299483  0.25497257  0.35438703  0.19820933  0.40924307 -0.34559483
  0.04177995  0.69995093  0.40058148]
L2 term: [ 4.41720420e-06  6.90982578e-06  9.60398451e-06  5.37152650e-06
  1.10905980e-05 -9.36571368e-06  1.13224808e-06  1.89688598e-05
  1.08558666e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629935   0.25496922  0.35438719  0.19823194  0.40924761 -0.34561553
  0.0417812   0.69995112  0.40058172]
L2 term: [ 4.41716815e-06  6.90973505e-06  9.60398888e-06  5.37213936e-06
  1.10907212e-05 -9.36627440e-06  1.13228183e-06  1.89688652e-05
  1.08558733e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16299219  0.2549659   0.35438734  0.19825449  0.40925213 -0.34563614
  0.04178243  0.69995127  0.40058197]
L2 term: [ 4.41713244e-06  6.90964505e-06  9.60399305e-06  5.37275039e-06
  1.10908436e-05 -9.36683303e-06  1.13231527e-06  1.89688692e-05
  1.08558800e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16299088  0.25496261  0.35438749  0.19827697  0.40925661 -0.34565668
  0.04178366  0.69995137  0.40058222]
L2 term: [ 4.41709706e-06  6.90955578e-06  9.60399702e-06  5.37335960e-06
  1.10909651e-05 -9.36738959e-06  1.13234840e-06  1.89688718e-05
  1.08558867e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16298959  0.25495934  0.35438763  0.19829938  0.40926106 -0.34567714
  0.04178487  0.69995142  0.40058246]
L2 term: [ 4.41706202e-06  6.90946724e-06  9.60400080e-06  5.37396698e-06
  1.10910858e-05 -9.36794408e-06  1.13238122e-06  1.89688731e-05
  1.08558933e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16298831  0.2549561   0.35438776  0.19832173  0.40926548 -0.34569752
  0.04178607  0.69995141  0.40058271]
L2 term: [ 4.41702731e-06  6.90937941e-06  9.60400439e-06  5.37457256e-06
  1.10912056e-05 -9.36849651e-06  1.13241373e-06  1.89688730e-05
  1.08559000e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16298704  0.25495289  0.35438789  0.19834401  0.40926987 -0.34571783
  0.04178726  0.69995136  0.40058296]
L2 term: [ 4.41699292e-06  6.90929229e-06  9.60400778e-06  5.37517633e-06
  1.10913245e-05 -9.36904689e-06  1.13244594e-06  1.89688716e-05
  1.08559067e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16298578  0.2549497   0.35438801  0.19836622  0.40927423 -0.34573806
  0.04178843  0.69995126  0.4005832 ]
L2 term: [ 4.41695887e-06  6.90920588e-06  9.60401098e-06  5.37577831e-06
  1.10914426e-05 -9.36959524e-06  1.13247785e-06  1.89688689e-05
  1.08559134e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16298454  0.25494653  0.35438812  0.19838837  0.40927856 -0.34575822
  0.0417896   0.69995112  0.40058345]
L2 term: [ 4.41692513e-06  6.90912018e-06  9.60401400e-06  5.37637849e-06
  1.10915599e-05 -9.37014156e-06  1.13250946e-06  1.89688649e-05
  1.08559201e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629833   0.2549434   0.35438822  0.19841045  0.40928286 -0.34577831
  0.04179075  0.69995092  0.4005837 ]
L2 term: [ 4.41689172e-06  6.90903517e-06  9.60401683e-06  5.37697689e-06
  1.10916763e-05 -9.37068586e-06  1.13254077e-06  1.89688596e-05
  1.08559267e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16298208  0.25494029  0.35438832  0.19843246  0.40928712 -0.34579832
  0.0417919   0.69995068  0.40058394]
L2 term: [ 4.41685862e-06  6.90895085e-06  9.60401948e-06  5.37757351e-06
  1.10917919e-05 -9.37122816e-06  1.13257179e-06  1.89688531e-05
  1.08559334e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16298087  0.2549372   0.35438841  0.19845441  0.40929136 -0.34581826
  0.04179303  0.69995039  0.40058419]
L2 term: [ 4.41682585e-06  6.90886722e-06  9.60402194e-06  5.37816836e-06
  1.10919067e-05 -9.37176846e-06  1.13260252e-06  1.89688453e-05
  1.08559401e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16297968  0.25493414  0.35438849  0.1984763   0.40929557 -0.34583812
  0.04179416  0.69995006  0.40058444]
L2 term: [ 4.41679338e-06  6.90878428e-06  9.60402423e-06  5.37876144e-06
  1.10920207e-05 -9.37230677e-06  1.13263295e-06  1.89688362e-05
  1.08559468e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16297849  0.2549311   0.35438857  0.19849812  0.40929974 -0.34585791
  0.04179527  0.69994967  0.40058468]
L2 term: [ 4.41676123e-06  6.90870201e-06  9.60402633e-06  5.37935276e-06
  1.10921339e-05 -9.37284310e-06  1.13266310e-06  1.89688259e-05
  1.08559535e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16297731  0.25492809  0.35438864  0.19851987  0.40930389 -0.34587763
  0.04179637  0.69994925  0.40058493]
L2 term: [ 4.41672938e-06  6.90862041e-06  9.60402826e-06  5.37994232e-06
  1.10922463e-05 -9.37337746e-06  1.13269296e-06  1.89688143e-05
  1.08559602e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16297615  0.25492511  0.35438871  0.19854156  0.40930801 -0.34589727
  0.04179746  0.69994878  0.40058518]
L2 term: [ 4.41669785e-06  6.90853948e-06  9.60403002e-06  5.38053014e-06
  1.10923579e-05 -9.37390986e-06  1.13272254e-06  1.89688016e-05
  1.08559669e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.162975    0.25492214  0.35438877  0.19856319  0.4093121  -0.34591685
  0.04179854  0.69994826  0.40058542]
L2 term: [ 4.41666661e-06  6.90845921e-06  9.60403160e-06  5.38111622e-06
  1.10924687e-05 -9.37444031e-06  1.13275183e-06  1.89687876e-05
  1.08559736e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16297386  0.25491921  0.35438882  0.19858475  0.40931615 -0.34593635
  0.04179961  0.69994771  0.40058567]
L2 term: [ 4.41663568e-06  6.90837960e-06  9.60403301e-06  5.38170056e-06
  1.10925787e-05 -9.37496882e-06  1.13278085e-06  1.89687725e-05
  1.08559803e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16297273  0.25491629  0.35438886  0.19860625  0.40932019 -0.34595578
  0.04180067  0.6999471   0.40058592]
L2 term: [ 4.41660505e-06  6.90830064e-06  9.60403425e-06  5.38228317e-06
  1.10926880e-05 -9.37549539e-06  1.13280959e-06  1.89687562e-05
  1.08559869e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16297161  0.2549134   0.3543889   0.19862768  0.40932419 -0.34597514
  0.04180172  0.69994646  0.40058617]
L2 term: [ 4.41657472e-06  6.90822233e-06  9.60403532e-06  5.38286406e-06
  1.10927964e-05 -9.37602005e-06  1.13283805e-06  1.89687387e-05
  1.08559936e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629705   0.25491054  0.35438894  0.19864906  0.40932816 -0.34599443
  0.04180276  0.69994577  0.40058641]
L2 term: [ 4.41654468e-06  6.90814466e-06  9.60403623e-06  5.38344323e-06
  1.10929042e-05 -9.37654279e-06  1.13286624e-06  1.89687201e-05
  1.08560003e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629694   0.2549077   0.35438896  0.19867036  0.40933211 -0.34601365
  0.04180379  0.69994504  0.40058666]
L2 term: [ 4.41651494e-06  6.90806763e-06  9.60403697e-06  5.38402069e-06
  1.10930111e-05 -9.37706362e-06  1.13289416e-06  1.89687003e-05
  1.08560070e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16296831  0.25490488  0.35438899  0.19869161  0.40933603 -0.3460328
  0.04180481  0.69994427  0.40058691]
L2 term: [ 4.41648548e-06  6.90799124e-06  9.60403756e-06  5.38459644e-06
  1.10931173e-05 -9.37758256e-06  1.13292181e-06  1.89686794e-05
  1.08560137e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16296724  0.25490208  0.354389    0.19871279  0.40933992 -0.34605188
  0.04180583  0.69994346  0.40058715]
L2 term: [ 4.41645632e-06  6.90791547e-06  9.60403797e-06  5.38517050e-06
  1.10932228e-05 -9.37809961e-06  1.13294919e-06  1.89686574e-05
  1.08560204e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16296617  0.25489931  0.35438901  0.19873391  0.40934378 -0.34607089
  0.04180683  0.6999426   0.4005874 ]
L2 term: [ 4.41642744e-06  6.90784033e-06  9.60403823e-06  5.38574286e-06
  1.10933275e-05 -9.37861479e-06  1.13297631e-06  1.89686342e-05
  1.08560271e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16296512  0.25489656  0.35438901  0.19875497  0.40934762 -0.34608983
  0.04180782  0.69994171  0.40058765]
L2 term: [ 4.41639885e-06  6.90776581e-06  9.60403834e-06  5.38631354e-06
  1.10934314e-05 -9.37912809e-06  1.13300316e-06  1.89686100e-05
  1.08560338e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16296407  0.25489383  0.35438901  0.19877597  0.40935143 -0.3461087
  0.0418088   0.69994078  0.4005879 ]
L2 term: [ 4.41637054e-06  6.90769191e-06  9.60403828e-06  5.38688253e-06
  1.10935347e-05 -9.37963954e-06  1.13302976e-06  1.89685847e-05
  1.08560405e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16296304  0.25489113  0.354389    0.1987969   0.40935521 -0.3461275
  0.04180977  0.6999398   0.40058814]
L2 term: [ 4.41634250e-06  6.90761862e-06  9.60403807e-06  5.38744984e-06
  1.10936372e-05 -9.38014913e-06  1.13305609e-06  1.89685583e-05
  1.08560472e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16296201  0.25488844  0.35438899  0.19881777  0.40935897 -0.34614624
  0.04181073  0.69993879  0.40058839]
L2 term: [ 4.41631475e-06  6.90754593e-06  9.60403771e-06  5.38801549e-06
  1.10937390e-05 -9.38065688e-06  1.13308217e-06  1.89685308e-05
  1.08560539e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.162961    0.25488578  0.35438897  0.19883858  0.4093627  -0.34616491
  0.04181168  0.69993774  0.40058864]
L2 term: [ 4.41628728e-06  6.90747384e-06  9.60403720e-06  5.38857947e-06
  1.10938401e-05 -9.38116280e-06  1.13310799e-06  1.89685023e-05
  1.08560606e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16296     0.25488315  0.35438895  0.19885933  0.4093664  -0.34618351
  0.04181263  0.69993665  0.40058889]
L2 term: [ 4.41626007e-06  6.90740235e-06  9.60403654e-06  5.38914180e-06
  1.10939404e-05 -9.38166689e-06  1.13313356e-06  1.89684728e-05
  1.08560674e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.162959    0.25488053  0.35438892  0.19888002  0.40937008 -0.34620204
  0.04181356  0.69993552  0.40058913]
L2 term: [ 4.41623314e-06  6.90733146e-06  9.60403572e-06  5.38970247e-06
  1.10940401e-05 -9.38216916e-06  1.13315888e-06  1.89684422e-05
  1.08560741e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16295802  0.25487794  0.35438888  0.19890065  0.40937373 -0.34622051
  0.04181449  0.69993435  0.40058938]
L2 term: [ 4.41620648e-06  6.90726116e-06  9.60403477e-06  5.39026149e-06
  1.10941391e-05 -9.38266963e-06  1.13318395e-06  1.89684106e-05
  1.08560808e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16295705  0.25487536  0.35438884  0.19892122  0.40937736 -0.34623891
  0.0418154   0.69993315  0.40058963]
L2 term: [ 4.41618009e-06  6.90719143e-06  9.60403366e-06  5.39081888e-06
  1.10942373e-05 -9.38316830e-06  1.13320877e-06  1.89683780e-05
  1.08560875e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16295608  0.25487281  0.3543888   0.19894172  0.40938096 -0.34625724
  0.04181631  0.69993191  0.40058988]
L2 term: [ 4.41615396e-06  6.90712229e-06  9.60403242e-06  5.39137463e-06
  1.10943349e-05 -9.38366517e-06  1.13323335e-06  1.89683444e-05
  1.08560942e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16295513  0.25487028  0.35438874  0.19896217  0.40938453 -0.34627551
  0.04181721  0.69993063  0.40059012]
L2 term: [ 4.41612809e-06  6.90705373e-06  9.60403103e-06  5.39192874e-06
  1.10944318e-05 -9.38416026e-06  1.13325768e-06  1.89683098e-05
  1.08561009e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16295418  0.25486777  0.35438869  0.19898256  0.40938808 -0.34629372
  0.0418181   0.69992932  0.40059037]
L2 term: [ 4.41610249e-06  6.90698574e-06  9.60402950e-06  5.39248124e-06
  1.10945280e-05 -9.38465358e-06  1.13328177e-06  1.89682742e-05
  1.08561076e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16295325  0.25486529  0.35438863  0.19900289  0.40939161 -0.34631186
  0.04181898  0.69992797  0.40059062]
L2 term: [ 4.41607715e-06  6.90691831e-06  9.60402783e-06  5.39303211e-06
  1.10946235e-05 -9.38514513e-06  1.13330562e-06  1.89682376e-05
  1.08561143e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16295232  0.25486282  0.35438856  0.19902315  0.40939511 -0.34632993
  0.04181985  0.69992658  0.40059087]
L2 term: [ 4.41605206e-06  6.90685145e-06  9.60402602e-06  5.39358138e-06
  1.10947184e-05 -9.38563492e-06  1.13332923e-06  1.89682001e-05
  1.08561210e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629514   0.25486037  0.35438849  0.19904336  0.40939859 -0.34634794
  0.04182071  0.69992517  0.40059111]
L2 term: [ 4.41602723e-06  6.90678515e-06  9.60402408e-06  5.39412903e-06
  1.10948126e-05 -9.38612296e-06  1.13335261e-06  1.89681617e-05
  1.08561278e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629505   0.25485795  0.35438841  0.19906351  0.40940204 -0.34636588
  0.04182157  0.69992371  0.40059136]
L2 term: [ 4.41600266e-06  6.90671940e-06  9.60402200e-06  5.39467508e-06
  1.10949062e-05 -9.38660926e-06  1.13337575e-06  1.89681223e-05
  1.08561345e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629496   0.25485554  0.35438833  0.1990836   0.40940546 -0.34638376
  0.04182241  0.69992222  0.40059161]
L2 term: [ 4.41597834e-06  6.90665420e-06  9.60401979e-06  5.39521954e-06
  1.10949990e-05 -9.38709383e-06  1.13339866e-06  1.89680819e-05
  1.08561412e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16294871  0.25485315  0.35438824  0.19910363  0.40940887 -0.34640158
  0.04182325  0.6999207   0.40059186]
L2 term: [ 4.41595426e-06  6.90658955e-06  9.60401745e-06  5.39576241e-06
  1.10950913e-05 -9.38757666e-06  1.13342134e-06  1.89680407e-05
  1.08561479e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16294783  0.25485079  0.35438815  0.19912361  0.40941225 -0.34641933
  0.04182408  0.69991915  0.40059211]
L2 term: [ 4.41593044e-06  6.90652545e-06  9.60401497e-06  5.39630369e-06
  1.10951829e-05 -9.38805779e-06  1.13344378e-06  1.89679985e-05
  1.08561546e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16294696  0.25484844  0.35438806  0.19914352  0.4094156  -0.34643702
  0.0418249   0.69991756  0.40059235]
L2 term: [ 4.41590686e-06  6.90646188e-06  9.60401237e-06  5.39684339e-06
  1.10952738e-05 -9.38853720e-06  1.13346601e-06  1.89679555e-05
  1.08561613e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629461   0.25484612  0.35438796  0.19916338  0.40941894 -0.34645465
  0.04182571  0.69991594  0.4005926 ]
L2 term: [ 4.41588352e-06  6.90639885e-06  9.60400963e-06  5.39738151e-06
  1.10953641e-05 -9.38901490e-06  1.13348800e-06  1.89679115e-05
  1.08561681e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16294525  0.25484381  0.35438785  0.19918318  0.40942225 -0.34647221
  0.04182651  0.69991428  0.40059285]
L2 term: [ 4.41586043e-06  6.90633634e-06  9.60400678e-06  5.39791807e-06
  1.10954538e-05 -9.38949092e-06  1.13350978e-06  1.89678667e-05
  1.08561748e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16294441  0.25484152  0.35438774  0.19920292  0.40942553 -0.34648972
  0.04182731  0.69991259  0.4005931 ]
L2 term: [ 4.41583757e-06  6.90627437e-06  9.60400379e-06  5.39845306e-06
  1.10955429e-05 -9.38996525e-06  1.13353133e-06  1.89678210e-05
  1.08561815e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16294357  0.25483926  0.35438763  0.1992226   0.40942879 -0.34650716
  0.04182809  0.69991088  0.40059335]
L2 term: [ 4.41581496e-06  6.90621292e-06  9.60400069e-06  5.39898650e-06
  1.10956313e-05 -9.39043789e-06  1.13355266e-06  1.89677744e-05
  1.08561882e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16294275  0.25483701  0.35438751  0.19924223  0.40943203 -0.34652454
  0.04182887  0.69990913  0.40059359]
L2 term: [ 4.41579258e-06  6.90615199e-06  9.60399746e-06  5.39951838e-06
  1.10957191e-05 -9.39090887e-06  1.13357377e-06  1.89677270e-05
  1.08561949e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16294193  0.25483478  0.35438738  0.1992618   0.40943525 -0.34654186
  0.04182964  0.69990735  0.40059384]
L2 term: [ 4.41577044e-06  6.90609157e-06  9.60399410e-06  5.40004871e-06
  1.10958063e-05 -9.39137819e-06  1.13359466e-06  1.89676788e-05
  1.08562017e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16294112  0.25483257  0.35438725  0.19928131  0.40943845 -0.34655911
  0.04183041  0.69990553  0.40059409]
L2 term: [ 4.41574853e-06  6.90603166e-06  9.60399063e-06  5.40057750e-06
  1.10958929e-05 -9.39184584e-06  1.13361534e-06  1.89676297e-05
  1.08562084e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16294032  0.25483038  0.35438712  0.19930077  0.40944162 -0.34657631
  0.04183116  0.69990369  0.40059434]
L2 term: [ 4.41572685e-06  6.90597227e-06  9.60398704e-06  5.40110476e-06
  1.10959789e-05 -9.39231185e-06  1.13363581e-06  1.89675797e-05
  1.08562151e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293953  0.2548282   0.35438699  0.19932016  0.40944477 -0.34659344
  0.04183191  0.69990182  0.40059458]
L2 term: [ 4.41570540e-06  6.90591337e-06  9.60398334e-06  5.40163048e-06
  1.10960643e-05 -9.39277622e-06  1.13365606e-06  1.89675290e-05
  1.08562218e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293875  0.25482605  0.35438684  0.19933951  0.4094479  -0.34661052
  0.04183265  0.69989992  0.40059483]
L2 term: [ 4.41568418e-06  6.90585498e-06  9.60397951e-06  5.40215468e-06
  1.10961490e-05 -9.39323896e-06  1.13367610e-06  1.89674774e-05
  1.08562285e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293797  0.25482391  0.3543867   0.19935879  0.40945101 -0.34662753
  0.04183338  0.69989799  0.40059508]
L2 term: [ 4.41566319e-06  6.90579708e-06  9.60397557e-06  5.40267735e-06
  1.10962332e-05 -9.39370007e-06  1.13369594e-06  1.89674251e-05
  1.08562353e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293721  0.25482179  0.35438655  0.19937802  0.40945409 -0.34664449
  0.0418341   0.69989603  0.40059533]
L2 term: [ 4.41564242e-06  6.90573968e-06  9.60397152e-06  5.40319851e-06
  1.10963168e-05 -9.39415956e-06  1.13371556e-06  1.89673720e-05
  1.08562420e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293645  0.25481969  0.3543864   0.1993972   0.40945716 -0.34666138
  0.04183482  0.69989404  0.40059558]
L2 term: [ 4.41562187e-06  6.90568276e-06  9.60396736e-06  5.40371815e-06
  1.10963999e-05 -9.39461744e-06  1.13373499e-06  1.89673180e-05
  1.08562487e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629357   0.25481761  0.35438624  0.19941632  0.4094602  -0.34667822
  0.04183553  0.69989202  0.40059582]
L2 term: [ 4.41560154e-06  6.90562634e-06  9.60396308e-06  5.40423629e-06
  1.10964823e-05 -9.39507371e-06  1.13375420e-06  1.89672633e-05
  1.08562554e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293495  0.25481555  0.35438608  0.19943538  0.40946322 -0.346695
  0.04183623  0.69988997  0.40059607]
L2 term: [ 4.41558143e-06  6.90557039e-06  9.60395870e-06  5.40475293e-06
  1.10965642e-05 -9.39552839e-06  1.13377322e-06  1.89672079e-05
  1.08562621e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293422  0.2548135   0.35438591  0.19945439  0.40946622 -0.34671172
  0.04183693  0.6998879   0.40059632]
L2 term: [ 4.41556154e-06  6.90551492e-06  9.60395420e-06  5.40526807e-06
  1.10966455e-05 -9.39598148e-06  1.13379203e-06  1.89671517e-05
  1.08562689e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293349  0.25481147  0.35438574  0.19947335  0.4094692  -0.34672838
  0.04183761  0.69988579  0.40059657]
L2 term: [ 4.41554187e-06  6.90545993e-06  9.60394960e-06  5.40578172e-06
  1.10967262e-05 -9.39643299e-06  1.13381065e-06  1.89670947e-05
  1.08562756e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293278  0.25480946  0.35438557  0.19949224  0.40947216 -0.34674498
  0.04183829  0.69988367  0.40059682]
L2 term: [ 4.41552241e-06  6.90540541e-06  9.60394489e-06  5.40629389e-06
  1.10968064e-05 -9.39688292e-06  1.13382907e-06  1.89670370e-05
  1.08562823e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293207  0.25480746  0.35438539  0.19951109  0.40947509 -0.34676152
  0.04183897  0.69988151  0.40059706]
L2 term: [ 4.41550316e-06  6.90535135e-06  9.60394008e-06  5.40680457e-06
  1.10968860e-05 -9.39733128e-06  1.13384729e-06  1.89669786e-05
  1.08562890e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293136  0.25480549  0.35438521  0.19952988  0.40947801 -0.34677801
  0.04183963  0.69987933  0.40059731]
L2 term: [ 4.41548412e-06  6.90529776e-06  9.60393516e-06  5.40731378e-06
  1.10969651e-05 -9.39777808e-06  1.13386532e-06  1.89669194e-05
  1.08562957e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16293067  0.25480353  0.35438502  0.19954861  0.40948091 -0.34679444
  0.04184029  0.69987712  0.40059756]
L2 term: [ 4.41546529e-06  6.90524463e-06  9.60393014e-06  5.40782152e-06
  1.10970436e-05 -9.39822333e-06  1.13388315e-06  1.89668595e-05
  1.08563025e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292998  0.25480158  0.35438483  0.1995673   0.40948379 -0.34681081
  0.04184094  0.69987488  0.40059781]
L2 term: [ 4.41544667e-06  6.90519196e-06  9.60392502e-06  5.40832779e-06
  1.10971216e-05 -9.39866704e-06  1.13390080e-06  1.89667989e-05
  1.08563092e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629293   0.25479966  0.35438464  0.19958592  0.40948664 -0.34682713
  0.04184158  0.69987262  0.40059806]
L2 term: [ 4.41542826e-06  6.90513974e-06  9.60391980e-06  5.40883260e-06
  1.10971990e-05 -9.39910920e-06  1.13391825e-06  1.89667377e-05
  1.08563159e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292863  0.25479775  0.35438444  0.1996045   0.40948948 -0.34684339
  0.04184222  0.69987033  0.4005983 ]
L2 term: [ 4.41541005e-06  6.90508798e-06  9.60391448e-06  5.40933595e-06
  1.10972759e-05 -9.39954983e-06  1.13393552e-06  1.89666757e-05
  1.08563226e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292797  0.25479585  0.35438424  0.19962302  0.4094923  -0.34685959
  0.04184285  0.69986802  0.40059855]
L2 term: [ 4.41539204e-06  6.90503666e-06  9.60390906e-06  5.40983785e-06
  1.10973522e-05 -9.39998893e-06  1.13395259e-06  1.89666130e-05
  1.08563293e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292731  0.25479398  0.35438404  0.19964148  0.40949509 -0.34687574
  0.04184347  0.69986568  0.4005988 ]
L2 term: [ 4.41537423e-06  6.90498578e-06  9.60390354e-06  5.41033831e-06
  1.10974280e-05 -9.40042651e-06  1.13396949e-06  1.89665497e-05
  1.08563361e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292666  0.25479211  0.35438383  0.1996599   0.40949787 -0.34689183
  0.04184409  0.69986332  0.40059905]
L2 term: [ 4.41535662e-06  6.90493535e-06  9.60389792e-06  5.41083733e-06
  1.10975033e-05 -9.40086258e-06  1.13398619e-06  1.89664857e-05
  1.08563428e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292602  0.25479027  0.35438362  0.19967826  0.40950063 -0.34690786
  0.0418447   0.69986094  0.4005993 ]
L2 term: [ 4.41533921e-06  6.90488535e-06  9.60389222e-06  5.41133490e-06
  1.10975781e-05 -9.40129715e-06  1.13400272e-06  1.89664211e-05
  1.08563495e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292538  0.25478844  0.35438341  0.19969657  0.40950337 -0.34692384
  0.0418453   0.69985853  0.40059954]
L2 term: [ 4.41532200e-06  6.90483579e-06  9.60388641e-06  5.41183105e-06
  1.10976524e-05 -9.40173021e-06  1.13401906e-06  1.89663557e-05
  1.08563562e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292475  0.25478663  0.35438319  0.19971482  0.40950609 -0.34693977
  0.0418459   0.69985609  0.40059979]
L2 term: [ 4.41530498e-06  6.90478665e-06  9.60388052e-06  5.41232577e-06
  1.10977261e-05 -9.40216178e-06  1.13403523e-06  1.89662898e-05
  1.08563629e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292413  0.25478483  0.35438297  0.19973302  0.4095088  -0.34695564
  0.04184649  0.69985364  0.40060004]
L2 term: [ 4.41528816e-06  6.90473795e-06  9.60387453e-06  5.41281907e-06
  1.10977993e-05 -9.40259187e-06  1.13405121e-06  1.89662232e-05
  1.08563696e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292352  0.25478305  0.35438275  0.19975117  0.40951148 -0.34697146
  0.04184707  0.69985116  0.40060029]
L2 term: [ 4.41527152e-06  6.90468967e-06  9.60386845e-06  5.41331095e-06
  1.10978720e-05 -9.40302048e-06  1.13406702e-06  1.89661560e-05
  1.08563763e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292291  0.25478128  0.35438252  0.19976927  0.40951414 -0.34698722
  0.04184765  0.69984865  0.40060053]
L2 term: [ 4.41525508e-06  6.90464181e-06  9.60386229e-06  5.41380141e-06
  1.10979443e-05 -9.40344761e-06  1.13408266e-06  1.89660881e-05
  1.08563831e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292231  0.25477953  0.35438229  0.19978732  0.40951679 -0.34700292
  0.04184822  0.69984613  0.40060078]
L2 term: [ 4.41523882e-06  6.90459437e-06  9.60385603e-06  5.41429047e-06
  1.10980160e-05 -9.40387328e-06  1.13409812e-06  1.89660197e-05
  1.08563898e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292172  0.2547778   0.35438205  0.19980531  0.40951942 -0.34701858
  0.04184878  0.69984358  0.40060103]
L2 term: [ 4.41522276e-06  6.90454734e-06  9.60384968e-06  5.41477813e-06
  1.10980872e-05 -9.40429749e-06  1.13411340e-06  1.89659506e-05
  1.08563965e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292113  0.25477608  0.35438182  0.19982326  0.40952203 -0.34703418
  0.04184934  0.69984101  0.40060128]
L2 term: [ 4.41520688e-06  6.90450073e-06  9.60384325e-06  5.41526438e-06
  1.10981579e-05 -9.40472024e-06  1.13412852e-06  1.89658809e-05
  1.08564032e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16292055  0.25477437  0.35438158  0.19984115  0.40952462 -0.34704972
  0.04184989  0.69983841  0.40060153]
L2 term: [ 4.41519118e-06  6.90445452e-06  9.60383674e-06  5.41574924e-06
  1.10982281e-05 -9.40514155e-06  1.13414346e-06  1.89658107e-05
  1.08564099e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291998  0.25477268  0.35438133  0.19985899  0.40952719 -0.34706522
  0.04185044  0.6998358   0.40060177]
L2 term: [ 4.41517566e-06  6.90440872e-06  9.60383014e-06  5.41623272e-06
  1.10982979e-05 -9.40556142e-06  1.13415824e-06  1.89657398e-05
  1.08564166e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291942  0.25477101  0.35438109  0.19987678  0.40952975 -0.34708066
  0.04185098  0.69983316  0.40060202]
L2 term: [ 4.41516033e-06  6.90436332e-06  9.60382345e-06  5.41671480e-06
  1.10983672e-05 -9.40597985e-06  1.13417285e-06  1.89656684e-05
  1.08564233e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291886  0.25476935  0.35438084  0.19989451  0.40953229 -0.34709604
  0.04185151  0.69983051  0.40060227]
L2 term: [ 4.41514518e-06  6.90431832e-06  9.60381668e-06  5.41719551e-06
  1.10984360e-05 -9.40639685e-06  1.13418729e-06  1.89655964e-05
  1.08564300e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629183   0.2547677   0.35438058  0.1999122   0.40953481 -0.34711138
  0.04185204  0.69982783  0.40060251]
L2 term: [ 4.41513020e-06  6.90427372e-06  9.60380983e-06  5.41767484e-06
  1.10985043e-05 -9.40681244e-06  1.13420157e-06  1.89655238e-05
  1.08564367e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291776  0.25476607  0.35438033  0.19992984  0.40953731 -0.34712666
  0.04185256  0.69982513  0.40060276]
L2 term: [ 4.41511541e-06  6.90422952e-06  9.60380290e-06  5.41815280e-06
  1.10985721e-05 -9.40722660e-06  1.13421569e-06  1.89654507e-05
  1.08564434e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291722  0.25476445  0.35438007  0.19994742  0.4095398  -0.34714189
  0.04185307  0.69982241  0.40060301]
L2 term: [ 4.41510079e-06  6.90418570e-06  9.60379589e-06  5.41862940e-06
  1.10986395e-05 -9.40763936e-06  1.13422964e-06  1.89653770e-05
  1.08564501e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291669  0.25476285  0.35437981  0.19996496  0.40954227 -0.34715707
  0.04185358  0.69981967  0.40060326]
L2 term: [ 4.41508634e-06  6.90414227e-06  9.60378880e-06  5.41910463e-06
  1.10987064e-05 -9.40805072e-06  1.13424343e-06  1.89653028e-05
  1.08564568e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291616  0.25476126  0.35437954  0.19998245  0.40954472 -0.3471722
  0.04185409  0.69981691  0.4006035 ]
L2 term: [ 4.41507206e-06  6.90409922e-06  9.60378164e-06  5.41957850e-06
  1.10987728e-05 -9.40846068e-06  1.13425706e-06  1.89652280e-05
  1.08564635e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291564  0.25475969  0.35437928  0.19999988  0.40954715 -0.34718728
  0.04185458  0.69981413  0.40060375]
L2 term: [ 4.41505796e-06  6.90405656e-06  9.60377439e-06  5.42005102e-06
  1.10988388e-05 -9.40886924e-06  1.13427054e-06  1.89651527e-05
  1.08564702e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291512  0.25475813  0.35437901  0.20001727  0.40954957 -0.3472023
  0.04185507  0.69981134  0.400604  ]
L2 term: [ 4.41504403e-06  6.90401428e-06  9.60376707e-06  5.42052220e-06
  1.10989043e-05 -9.40927643e-06  1.13428385e-06  1.89650769e-05
  1.08564769e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291462  0.25475658  0.35437873  0.20003461  0.40955197 -0.34721727
  0.04185556  0.69980852  0.40060424]
L2 term: [ 4.41503027e-06  6.90397237e-06  9.60375968e-06  5.42099202e-06
  1.10989694e-05 -9.40968223e-06  1.13429702e-06  1.89650005e-05
  1.08564836e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291412  0.25475505  0.35437846  0.20005189  0.40955436 -0.3472322
  0.04185604  0.69980568  0.40060449]
L2 term: [ 4.41501667e-06  6.90393084e-06  9.60375221e-06  5.42146051e-06
  1.10990340e-05 -9.41008666e-06  1.13431002e-06  1.89649237e-05
  1.08564903e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291362  0.25475353  0.35437818  0.20006913  0.40955672 -0.34724707
  0.04185651  0.69980283  0.40060474]
L2 term: [ 4.41500324e-06  6.90388967e-06  9.60374467e-06  5.42192767e-06
  1.10990982e-05 -9.41048972e-06  1.13432288e-06  1.89648463e-05
  1.08564970e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291313  0.25475202  0.3543779   0.20008632  0.40955908 -0.34726189
  0.04185698  0.69979996  0.40060498]
L2 term: [ 4.41498997e-06  6.90384888e-06  9.60373705e-06  5.42239349e-06
  1.10991620e-05 -9.41089143e-06  1.13433558e-06  1.89647684e-05
  1.08565037e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291265  0.25475053  0.35437761  0.20010346  0.40956141 -0.34727667
  0.04185745  0.69979706  0.40060523]
L2 term: [ 4.41497687e-06  6.90380845e-06  9.60372936e-06  5.42285798e-06
  1.10992253e-05 -9.41129177e-06  1.13434813e-06  1.89646901e-05
  1.08565103e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291217  0.25474905  0.35437733  0.20012055  0.40956373 -0.34729139
  0.0418579   0.69979415  0.40060548]
L2 term: [ 4.41496393e-06  6.90376838e-06  9.60372161e-06  5.42332115e-06
  1.10992881e-05 -9.41169077e-06  1.13436053e-06  1.89646112e-05
  1.08565170e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629117   0.25474759  0.35437704  0.20013759  0.40956604 -0.34730606
  0.04185836  0.69979123  0.40060572]
L2 term: [ 4.41495116e-06  6.90372867e-06  9.60371378e-06  5.42378301e-06
  1.10993506e-05 -9.41208843e-06  1.13437278e-06  1.89645319e-05
  1.08565237e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291123  0.25474614  0.35437675  0.20015459  0.40956832 -0.34732069
  0.0418588   0.69978828  0.40060597]
L2 term: [ 4.41493854e-06  6.90368932e-06  9.60370588e-06  5.42424355e-06
  1.10994126e-05 -9.41248474e-06  1.13438489e-06  1.89644521e-05
  1.08565304e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291077  0.2547447   0.35437645  0.20017153  0.4095706  -0.34733526
  0.04185924  0.69978532  0.40060622]
L2 term: [ 4.41492608e-06  6.90365032e-06  9.60369792e-06  5.42470278e-06
  1.10994742e-05 -9.41287973e-06  1.13439685e-06  1.89643718e-05
  1.08565371e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16291032  0.25474327  0.35437616  0.20018843  0.40957285 -0.34734979
  0.04185968  0.69978234  0.40060646]
L2 term: [ 4.41491377e-06  6.90361167e-06  9.60368989e-06  5.42516071e-06
  1.10995353e-05 -9.41327339e-06  1.13440866e-06  1.89642911e-05
  1.08565437e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290987  0.25474186  0.35437586  0.20020528  0.40957509 -0.34736427
  0.04186011  0.69977935  0.40060671]
L2 term: [ 4.41490163e-06  6.90357337e-06  9.60368179e-06  5.42561734e-06
  1.10995960e-05 -9.41366573e-06  1.13442033e-06  1.89642099e-05
  1.08565504e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290943  0.25474046  0.35437556  0.20022208  0.40957732 -0.34737869
  0.04186054  0.69977633  0.40060696]
L2 term: [ 4.41488963e-06  6.90353542e-06  9.60367362e-06  5.42607267e-06
  1.10996564e-05 -9.41405675e-06  1.13443186e-06  1.89641283e-05
  1.08565571e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290899  0.25473907  0.35437525  0.20023884  0.40957953 -0.34739307
  0.04186096  0.6997733   0.4006072 ]
L2 term: [ 4.41487779e-06  6.90349781e-06  9.60366539e-06  5.42652670e-06
  1.10997163e-05 -9.41444647e-06  1.13444325e-06  1.89640462e-05
  1.08565637e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290856  0.25473769  0.35437495  0.20025554  0.40958173 -0.34740741
  0.04186137  0.69977026  0.40060745]
L2 term: [ 4.41486610e-06  6.90346054e-06  9.60365710e-06  5.42697945e-06
  1.10997758e-05 -9.41483488e-06  1.13445449e-06  1.89639637e-05
  1.08565704e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290813  0.25473633  0.35437464  0.2002722   0.40958391 -0.34742169
  0.04186178  0.6997672   0.40060769]
L2 term: [ 4.41485457e-06  6.90342361e-06  9.60364875e-06  5.42743092e-06
  1.10998348e-05 -9.41522199e-06  1.13446560e-06  1.89638807e-05
  1.08565771e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290771  0.25473498  0.35437433  0.20028881  0.40958607 -0.34743593
  0.04186219  0.69976412  0.40060794]
L2 term: [ 4.41484318e-06  6.90338702e-06  9.60364033e-06  5.42788110e-06
  1.10998935e-05 -9.41560781e-06  1.13447657e-06  1.89637973e-05
  1.08565837e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629073   0.25473364  0.35437402  0.20030538  0.40958822 -0.34745012
  0.04186259  0.69976103  0.40060818]
L2 term: [ 4.41483194e-06  6.90335075e-06  9.60363185e-06  5.42833001e-06
  1.10999518e-05 -9.41599234e-06  1.13448740e-06  1.89637135e-05
  1.08565904e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290689  0.25473232  0.3543737   0.2003219   0.40959036 -0.34746426
  0.04186298  0.69975792  0.40060843]
L2 term: [ 4.41482085e-06  6.90331482e-06  9.60362331e-06  5.42877765e-06
  1.11000097e-05 -9.41637560e-06  1.13449810e-06  1.89636293e-05
  1.08565970e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290649  0.254731    0.35437338  0.20033837  0.40959248 -0.34747835
  0.04186337  0.6997548   0.40060868]
L2 term: [ 4.41480990e-06  6.90327922e-06  9.60361470e-06  5.42922402e-06
  1.11000671e-05 -9.41675757e-06  1.13450866e-06  1.89635446e-05
  1.08566037e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290609  0.2547297   0.35437306  0.20035479  0.40959458 -0.3474924
  0.04186375  0.69975166  0.40060892]
L2 term: [ 4.41479910e-06  6.90324394e-06  9.60360604e-06  5.42966913e-06
  1.11001242e-05 -9.41713828e-06  1.13451909e-06  1.89634596e-05
  1.08566103e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290569  0.25472841  0.35437274  0.20037117  0.40959668 -0.3475064
  0.04186413  0.69974851  0.40060917]
L2 term: [ 4.41478845e-06  6.90320899e-06  9.60359732e-06  5.43011298e-06
  1.11001809e-05 -9.41751772e-06  1.13452939e-06  1.89633742e-05
  1.08566170e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290531  0.25472713  0.35437242  0.2003875   0.40959875 -0.34752036
  0.04186451  0.69974534  0.40060941]
L2 term: [ 4.41477793e-06  6.90317436e-06  9.60358855e-06  5.43055558e-06
  1.11002372e-05 -9.41789590e-06  1.13453955e-06  1.89632883e-05
  1.08566236e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290492  0.25472587  0.35437209  0.20040379  0.40960082 -0.34753427
  0.04186488  0.69974216  0.40060966]
L2 term: [ 4.41476756e-06  6.90314004e-06  9.60357971e-06  5.43099692e-06
  1.11002931e-05 -9.41827282e-06  1.13454958e-06  1.89632021e-05
  1.08566303e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290455  0.25472461  0.35437176  0.20042003  0.40960287 -0.34754813
  0.04186525  0.69973896  0.4006099 ]
L2 term: [ 4.41475732e-06  6.90310604e-06  9.60357082e-06  5.43143702e-06
  1.11003487e-05 -9.41864850e-06  1.13455949e-06  1.89631155e-05
  1.08566369e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290417  0.25472337  0.35437143  0.20043622  0.4096049  -0.34756195
  0.04186561  0.69973575  0.40061015]
L2 term: [ 4.41474723e-06  6.90307235e-06  9.60356188e-06  5.43187587e-06
  1.11004038e-05 -9.41902293e-06  1.13456927e-06  1.89630285e-05
  1.08566435e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290381  0.25472214  0.3543711   0.20045237  0.40960692 -0.34757572
  0.04186596  0.69973253  0.40061039]
L2 term: [ 4.41473727e-06  6.90303898e-06  9.60355288e-06  5.43231348e-06
  1.11004586e-05 -9.41939613e-06  1.13457892e-06  1.89629411e-05
  1.08566502e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290344  0.25472092  0.35437077  0.20046847  0.40960893 -0.34758944
  0.04186631  0.69972929  0.40061064]
L2 term: [ 4.41472745e-06  6.90300591e-06  9.60354382e-06  5.43274986e-06
  1.11005130e-05 -9.41976809e-06  1.13458844e-06  1.89628534e-05
  1.08566568e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290309  0.25471971  0.35437043  0.20048453  0.40961092 -0.34760312
  0.04186666  0.69972604  0.40061088]
L2 term: [ 4.41471777e-06  6.90297315e-06  9.60353472e-06  5.43318501e-06
  1.11005670e-05 -9.42013882e-06  1.13459784e-06  1.89627653e-05
  1.08566634e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290273  0.25471851  0.35437009  0.20050054  0.4096129  -0.34761676
  0.041867    0.69972278  0.40061112]
L2 term: [ 4.41470822e-06  6.90294070e-06  9.60352556e-06  5.43361894e-06
  1.11006207e-05 -9.42050833e-06  1.13460711e-06  1.89626769e-05
  1.08566700e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290239  0.25471733  0.35436975  0.20051651  0.40961487 -0.34763035
  0.04186734  0.6997195   0.40061137]
L2 term: [ 4.41469880e-06  6.90290854e-06  9.60351634e-06  5.43405163e-06
  1.11006740e-05 -9.42087662e-06  1.13461626e-06  1.89625880e-05
  1.08566766e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290204  0.25471615  0.35436941  0.20053243  0.40961682 -0.34764389
  0.04186767  0.69971621  0.40061161]
L2 term: [ 4.41468952e-06  6.90287668e-06  9.60350708e-06  5.43448311e-06
  1.11007269e-05 -9.42124370e-06  1.13462529e-06  1.89624989e-05
  1.08566833e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290171  0.25471499  0.35436907  0.2005483   0.40961876 -0.34765739
  0.041868    0.69971291  0.40061186]
L2 term: [ 4.41468037e-06  6.90284513e-06  9.60349777e-06  5.43491338e-06
  1.11007795e-05 -9.42160957e-06  1.13463420e-06  1.89624094e-05
  1.08566899e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290137  0.25471383  0.35436872  0.20056414  0.40962069 -0.34767085
  0.04186833  0.69970959  0.4006121 ]
L2 term: [ 4.41467135e-06  6.90281386e-06  9.60348840e-06  5.43534243e-06
  1.11008317e-05 -9.42197424e-06  1.13464299e-06  1.89623196e-05
  1.08566965e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290104  0.25471269  0.35436837  0.20057992  0.4096226  -0.34768426
  0.04186865  0.69970627  0.40061234]
L2 term: [ 4.41466245e-06  6.90278289e-06  9.60347899e-06  5.43577028e-06
  1.11008836e-05 -9.42233771e-06  1.13465166e-06  1.89622294e-05
  1.08567031e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290072  0.25471156  0.35436803  0.20059567  0.4096245  -0.34769763
  0.04186896  0.69970293  0.40061259]
L2 term: [ 4.41465369e-06  6.90275221e-06  9.60346953e-06  5.43619692e-06
  1.11009351e-05 -9.42269999e-06  1.13466021e-06  1.89621389e-05
  1.08567097e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1629004   0.25471043  0.35436767  0.20061137  0.40962639 -0.34771095
  0.04186927  0.69969958  0.40061283]
L2 term: [ 4.41464505e-06  6.90272181e-06  9.60346002e-06  5.43662237e-06
  1.11009862e-05 -9.42306108e-06  1.13466864e-06  1.89620481e-05
  1.08567163e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16290009  0.25470932  0.35436732  0.20062702  0.40962827 -0.34772423
  0.04186958  0.69969621  0.40061307]
L2 term: [ 4.41463654e-06  6.90269171e-06  9.60345046e-06  5.43704662e-06
  1.11010370e-05 -9.42342098e-06  1.13467696e-06  1.89619570e-05
  1.08567229e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289978  0.25470822  0.35436697  0.20064263  0.40963013 -0.34773747
  0.04186988  0.69969284  0.40061332]
L2 term: [ 4.41462815e-06  6.90266188e-06  9.60344086e-06  5.43746967e-06
  1.11010875e-05 -9.42377971e-06  1.13468516e-06  1.89618655e-05
  1.08567295e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289947  0.25470713  0.35436661  0.2006582   0.40963198 -0.34775067
  0.04187018  0.69968945  0.40061356]
L2 term: [ 4.41461989e-06  6.90263234e-06  9.60343121e-06  5.43789154e-06
  1.11011376e-05 -9.42413727e-06  1.13469325e-06  1.89617738e-05
  1.08567360e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289917  0.25470605  0.35436625  0.20067372  0.40963381 -0.34776382
  0.04187048  0.69968606  0.4006138 ]
L2 term: [ 4.41461174e-06  6.90260308e-06  9.60342152e-06  5.43831222e-06
  1.11011874e-05 -9.42449365e-06  1.13470123e-06  1.89616817e-05
  1.08567426e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289888  0.25470498  0.35436589  0.2006892   0.40963564 -0.34777692
  0.04187077  0.69968265  0.40061405]
L2 term: [ 4.41460372e-06  6.90257409e-06  9.60341178e-06  5.43873173e-06
  1.11012368e-05 -9.42484888e-06  1.13470909e-06  1.89615894e-05
  1.08567492e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289859  0.25470392  0.35436553  0.20070464  0.40963745 -0.34778999
  0.04187105  0.69967923  0.40061429]
L2 term: [ 4.41459583e-06  6.90254538e-06  9.60340200e-06  5.43915005e-06
  1.11012859e-05 -9.42520294e-06  1.13471684e-06  1.89614967e-05
  1.08567558e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1628983   0.25470288  0.35436517  0.20072003  0.40963925 -0.34780301
  0.04187133  0.6996758   0.40061453]
L2 term: [ 4.41458805e-06  6.90251694e-06  9.60339217e-06  5.43956721e-06
  1.11013347e-05 -9.42555585e-06  1.13472448e-06  1.89614038e-05
  1.08567623e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289802  0.25470184  0.35436481  0.20073538  0.40964104 -0.34781599
  0.04187161  0.69967236  0.40061477]
L2 term: [ 4.41458039e-06  6.90248877e-06  9.60338230e-06  5.43998319e-06
  1.11013831e-05 -9.42590762e-06  1.13473201e-06  1.89613106e-05
  1.08567689e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289774  0.25470081  0.35436444  0.20075069  0.40964281 -0.34782893
  0.04187189  0.69966891  0.40061502]
L2 term: [ 4.41457285e-06  6.90246087e-06  9.60337239e-06  5.44039801e-06
  1.11014312e-05 -9.42625824e-06  1.13473943e-06  1.89612171e-05
  1.08567755e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289746  0.25469979  0.35436407  0.20076595  0.40964457 -0.34784182
  0.04187215  0.69966545  0.40061526]
L2 term: [ 4.41456542e-06  6.90243324e-06  9.60336244e-06  5.44081167e-06
  1.11014790e-05 -9.42660771e-06  1.13474675e-06  1.89611233e-05
  1.08567820e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289719  0.25469878  0.35436371  0.20078117  0.40964633 -0.34785468
  0.04187242  0.69966198  0.4006155 ]
L2 term: [ 4.41455811e-06  6.90240587e-06  9.60335245e-06  5.44122417e-06
  1.11015264e-05 -9.42695606e-06  1.13475395e-06  1.89610292e-05
  1.08567886e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289693  0.25469778  0.35436334  0.20079635  0.40964807 -0.34786749
  0.04187268  0.6996585   0.40061574]
L2 term: [ 4.41455092e-06  6.90237877e-06  9.60334242e-06  5.44163551e-06
  1.11015736e-05 -9.42730327e-06  1.13476106e-06  1.89609349e-05
  1.08567951e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289667  0.25469679  0.35436296  0.20081149  0.40964979 -0.34788026
  0.04187294  0.69965501  0.40061598]
L2 term: [ 4.41454384e-06  6.90235192e-06  9.60333234e-06  5.44204570e-06
  1.11016204e-05 -9.42764936e-06  1.13476805e-06  1.89608403e-05
  1.08568017e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289641  0.2546958   0.35436259  0.20082658  0.40965151 -0.34789299
  0.0418732   0.69965151  0.40061622]
L2 term: [ 4.41453687e-06  6.90232533e-06  9.60332223e-06  5.44245475e-06
  1.11016669e-05 -9.42799433e-06  1.13477495e-06  1.89607455e-05
  1.08568082e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289616  0.25469483  0.35436222  0.20084163  0.40965321 -0.34790568
  0.04187345  0.699648    0.40061646]
L2 term: [ 4.41453001e-06  6.90229900e-06  9.60331208e-06  5.44286265e-06
  1.11017131e-05 -9.42833818e-06  1.13478173e-06  1.89606504e-05
  1.08568148e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289591  0.25469387  0.35436184  0.20085664  0.4096549  -0.34791833
  0.04187369  0.69964448  0.40061671]
L2 term: [ 4.41452327e-06  6.90227293e-06  9.60330190e-06  5.44326942e-06
  1.11017589e-05 -9.42868092e-06  1.13478842e-06  1.89605550e-05
  1.08568213e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289566  0.25469292  0.35436146  0.20087161  0.40965659 -0.34793093
  0.04187394  0.69964095  0.40061695]
L2 term: [ 4.41451663e-06  6.90224710e-06  9.60329167e-06  5.44367504e-06
  1.11018045e-05 -9.42902255e-06  1.13479501e-06  1.89604594e-05
  1.08568278e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289542  0.25469197  0.35436108  0.20088653  0.40965825 -0.3479435
  0.04187417  0.69963742  0.40061719]
L2 term: [ 4.41451011e-06  6.90222153e-06  9.60328141e-06  5.44407954e-06
  1.11018497e-05 -9.42936308e-06  1.13480149e-06  1.89603636e-05
  1.08568343e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289519  0.25469104  0.3543607   0.20090142  0.40965991 -0.34795602
  0.04187441  0.69963387  0.40061743]
L2 term: [ 4.41450369e-06  6.90219621e-06  9.60327111e-06  5.44448290e-06
  1.11018947e-05 -9.42970251e-06  1.13480787e-06  1.89602675e-05
  1.08568409e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289495  0.25469011  0.35436032  0.20091626  0.40966156 -0.34796851
  0.04187464  0.69963032  0.40061767]
L2 term: [ 4.41449738e-06  6.90217113e-06  9.60326078e-06  5.44488514e-06
  1.11019393e-05 -9.43004085e-06  1.13481416e-06  1.89601712e-05
  1.08568474e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289472  0.2546892   0.35435994  0.20093106  0.4096632  -0.34798095
  0.04187487  0.69962675  0.40061791]
L2 term: [ 4.41449118e-06  6.90214630e-06  9.60325041e-06  5.44528626e-06
  1.11019836e-05 -9.43037809e-06  1.13482035e-06  1.89600747e-05
  1.08568539e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1628945   0.25468829  0.35435956  0.20094582  0.40966482 -0.34799336
  0.0418751   0.69962318  0.40061815]
L2 term: [ 4.41448508e-06  6.90212171e-06  9.60324001e-06  5.44568626e-06
  1.11020277e-05 -9.43071426e-06  1.13482644e-06  1.89599779e-05
  1.08568604e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289428  0.25468739  0.35435917  0.20096054  0.40966643 -0.34800572
  0.04187532  0.69961961  0.40061839]
L2 term: [ 4.41447909e-06  6.90209736e-06  9.60322957e-06  5.44608514e-06
  1.11020714e-05 -9.43104934e-06  1.13483243e-06  1.89598809e-05
  1.08568669e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289406  0.2546865   0.35435878  0.20097522  0.40966804 -0.34801805
  0.04187553  0.69961602  0.40061863]
L2 term: [ 4.41447320e-06  6.90207325e-06  9.60321910e-06  5.44648292e-06
  1.11021149e-05 -9.43138334e-06  1.13483833e-06  1.89597837e-05
  1.08568734e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289385  0.25468562  0.3543584   0.20098986  0.40966963 -0.34803033
  0.04187575  0.69961242  0.40061887]
L2 term: [ 4.41446741e-06  6.90204937e-06  9.60320860e-06  5.44687958e-06
  1.11021580e-05 -9.43171628e-06  1.13484413e-06  1.89596863e-05
  1.08568799e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289364  0.25468475  0.35435801  0.20100445  0.40967121 -0.34804258
  0.04187596  0.69960882  0.40061911]
L2 term: [ 4.41446173e-06  6.90202574e-06  9.60319806e-06  5.44727514e-06
  1.11022009e-05 -9.43204814e-06  1.13484984e-06  1.89595886e-05
  1.08568864e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289343  0.25468389  0.35435762  0.20101901  0.40967278 -0.34805478
  0.04187617  0.69960521  0.40061935]
L2 term: [ 4.41445614e-06  6.90200233e-06  9.60318749e-06  5.44766960e-06
  1.11022434e-05 -9.43237895e-06  1.13485545e-06  1.89594908e-05
  1.08568928e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289323  0.25468303  0.35435723  0.20103352  0.40967434 -0.34806695
  0.04187637  0.69960159  0.40061958]
L2 term: [ 4.41445066e-06  6.90197916e-06  9.60317690e-06  5.44806296e-06
  1.11022857e-05 -9.43270869e-06  1.13486097e-06  1.89593928e-05
  1.08568993e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289303  0.25468218  0.35435684  0.201048    0.40967589 -0.34807908
  0.04187657  0.69959797  0.40061982]
L2 term: [ 4.41444528e-06  6.90195622e-06  9.60316627e-06  5.44845523e-06
  1.11023277e-05 -9.43303738e-06  1.13486640e-06  1.89592945e-05
  1.08569058e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289284  0.25468135  0.35435644  0.20106243  0.40967743 -0.34809117
  0.04187677  0.69959434  0.40062006]
L2 term: [ 4.41443999e-06  6.90193351e-06  9.60315561e-06  5.44884641e-06
  1.11023694e-05 -9.43336502e-06  1.13487174e-06  1.89591961e-05
  1.08569122e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289264  0.25468052  0.35435605  0.20107683  0.40967896 -0.34810322
  0.04187696  0.6995907   0.4006203 ]
L2 term: [ 4.41443480e-06  6.90191102e-06  9.60314492e-06  5.44923650e-06
  1.11024108e-05 -9.43369161e-06  1.13487699e-06  1.89590975e-05
  1.08569187e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289246  0.2546797   0.35435565  0.20109118  0.40968048 -0.34811523
  0.04187715  0.69958705  0.40062054]
L2 term: [ 4.41442971e-06  6.90188876e-06  9.60313420e-06  5.44962550e-06
  1.11024520e-05 -9.43401716e-06  1.13488215e-06  1.89589987e-05
  1.08569252e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289227  0.25467888  0.35435526  0.2011055   0.40968199 -0.34812721
  0.04187734  0.6995834   0.40062078]
L2 term: [ 4.41442472e-06  6.90186672e-06  9.60312345e-06  5.45001343e-06
  1.11024929e-05 -9.43434168e-06  1.13488722e-06  1.89588997e-05
  1.08569316e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289209  0.25467808  0.35435486  0.20111977  0.40968348 -0.34813914
  0.04187752  0.69957974  0.40062101]
L2 term: [ 4.41441982e-06  6.90184490e-06  9.60311268e-06  5.45040028e-06
  1.11025335e-05 -9.43466516e-06  1.13489221e-06  1.89588005e-05
  1.08569380e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289191  0.25467728  0.35435446  0.20113401  0.40968497 -0.34815104
  0.0418777   0.69957607  0.40062125]
L2 term: [ 4.41441501e-06  6.90182330e-06  9.60310188e-06  5.45078605e-06
  1.11025738e-05 -9.43498760e-06  1.13489710e-06  1.89587011e-05
  1.08569445e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289174  0.25467649  0.35435406  0.2011482   0.40968645 -0.3481629
  0.04187788  0.6995724   0.40062149]
L2 term: [ 4.41441030e-06  6.90180192e-06  9.60309104e-06  5.45117076e-06
  1.11026138e-05 -9.43530903e-06  1.13490191e-06  1.89586016e-05
  1.08569509e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289157  0.25467571  0.35435366  0.20116236  0.40968792 -0.34817473
  0.04187805  0.69956872  0.40062173]
L2 term: [ 4.41440568e-06  6.90178075e-06  9.60308019e-06  5.45155439e-06
  1.11026536e-05 -9.43562943e-06  1.13490663e-06  1.89585019e-05
  1.08569573e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1628914   0.25467494  0.35435326  0.20117647  0.40968938 -0.34818651
  0.04187823  0.69956504  0.40062196]
L2 term: [ 4.41440116e-06  6.90175980e-06  9.60306930e-06  5.45193697e-06
  1.11026932e-05 -9.43594882e-06  1.13491127e-06  1.89584021e-05
  1.08569638e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289124  0.25467417  0.35435285  0.20119055  0.40969083 -0.34819826
  0.04187839  0.69956134  0.4006222 ]
L2 term: [ 4.41439672e-06  6.90173906e-06  9.60305840e-06  5.45231848e-06
  1.11027324e-05 -9.43626719e-06  1.13491583e-06  1.89583020e-05
  1.08569702e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289108  0.25467341  0.35435245  0.20120459  0.40969226 -0.34820997
  0.04187856  0.69955765  0.40062244]
L2 term: [ 4.41439238e-06  6.90171853e-06  9.60304746e-06  5.45269894e-06
  1.11027714e-05 -9.43658455e-06  1.13492030e-06  1.89582018e-05
  1.08569766e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289092  0.25467266  0.35435205  0.20121859  0.40969369 -0.34822164
  0.04187872  0.69955395  0.40062267]
L2 term: [ 4.41438812e-06  6.90169821e-06  9.60303650e-06  5.45307834e-06
  1.11028101e-05 -9.43690091e-06  1.13492469e-06  1.89581015e-05
  1.08569830e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289077  0.25467192  0.35435164  0.20123255  0.40969511 -0.34823328
  0.04187888  0.69955024  0.40062291]
L2 term: [ 4.41438396e-06  6.90167810e-06  9.60302552e-06  5.45345669e-06
  1.11028486e-05 -9.43721627e-06  1.13492899e-06  1.89580010e-05
  1.08569894e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289062  0.25467119  0.35435124  0.20124647  0.40969652 -0.34824488
  0.04187904  0.69954652  0.40062314]
L2 term: [ 4.41437988e-06  6.90165820e-06  9.60301451e-06  5.45383400e-06
  1.11028868e-05 -9.43753062e-06  1.13493322e-06  1.89579004e-05
  1.08569958e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289047  0.25467046  0.35435083  0.20126036  0.40969792 -0.34825644
  0.04187919  0.6995428   0.40062338]
L2 term: [ 4.41437589e-06  6.90163850e-06  9.60300348e-06  5.45421026e-06
  1.11029248e-05 -9.43784399e-06  1.13493736e-06  1.89577996e-05
  1.08570022e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289033  0.25466974  0.35435042  0.2012742   0.40969931 -0.34826797
  0.04187934  0.69953908  0.40062362]
L2 term: [ 4.41437198e-06  6.90161900e-06  9.60299242e-06  5.45458548e-06
  1.11029625e-05 -9.43815637e-06  1.13494142e-06  1.89576986e-05
  1.08570086e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289019  0.25466903  0.35435001  0.20128801  0.4097007  -0.34827946
  0.04187949  0.69953535  0.40062385]
L2 term: [ 4.41436817e-06  6.90159970e-06  9.60298135e-06  5.45495966e-06
  1.11029999e-05 -9.43846776e-06  1.13494541e-06  1.89575976e-05
  1.08570149e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16289005  0.25466832  0.3543496   0.20130178  0.40970207 -0.34829091
  0.04187963  0.69953162  0.40062409]
L2 term: [ 4.41436443e-06  6.90158061e-06  9.60297025e-06  5.45533281e-06
  1.11030371e-05 -9.43877816e-06  1.13494932e-06  1.89574964e-05
  1.08570213e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288991  0.25466763  0.35434919  0.20131551  0.40970343 -0.34830233
  0.04187977  0.69952788  0.40062432]
L2 term: [ 4.41436078e-06  6.90156171e-06  9.60295913e-06  5.45570493e-06
  1.11030740e-05 -9.43908760e-06  1.13495314e-06  1.89573950e-05
  1.08570277e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288978  0.25466694  0.35434878  0.2013292   0.40970479 -0.34831371
  0.04187991  0.69952413  0.40062456]
L2 term: [ 4.41435722e-06  6.90154300e-06  9.60294798e-06  5.45607602e-06
  1.11031108e-05 -9.43939605e-06  1.13495689e-06  1.89572935e-05
  1.08570340e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288965  0.25466625  0.35434837  0.20134286  0.40970613 -0.34832506
  0.04188005  0.69952038  0.40062479]
L2 term: [ 4.41435374e-06  6.90152450e-06  9.60293682e-06  5.45644608e-06
  1.11031472e-05 -9.43970354e-06  1.13496057e-06  1.89571919e-05
  1.08570404e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288953  0.25466558  0.35434796  0.20135648  0.40970747 -0.34833637
  0.04188018  0.69951663  0.40062502]
L2 term: [ 4.41435033e-06  6.90150618e-06  9.60292564e-06  5.45681512e-06
  1.11031834e-05 -9.44001006e-06  1.13496417e-06  1.89570902e-05
  1.08570467e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.1628894   0.25466491  0.35434754  0.20137006  0.4097088  -0.34834765
  0.04188031  0.69951287  0.40062526]
L2 term: [ 4.41434702e-06  6.90148806e-06  9.60291443e-06  5.45718315e-06
  1.11032194e-05 -9.44031562e-06  1.13496769e-06  1.89569884e-05
  1.08570531e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288929  0.25466425  0.35434713  0.2013836   0.40971011 -0.34835889
  0.04188044  0.69950911  0.40062549]
L2 term: [ 4.41434378e-06  6.90147013e-06  9.60290321e-06  5.45755016e-06
  1.11032551e-05 -9.44062022e-06  1.13497114e-06  1.89568864e-05
  1.08570594e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288917  0.25466359  0.35434671  0.20139711  0.40971142 -0.34837009
  0.04188056  0.69950534  0.40062573]
L2 term: [ 4.41434062e-06  6.90145239e-06  9.60289196e-06  5.45791615e-06
  1.11032906e-05 -9.44092386e-06  1.13497451e-06  1.89567843e-05
  1.08570657e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288906  0.25466295  0.3543463   0.20141057  0.40971272 -0.34838126
  0.04188068  0.69950157  0.40062596]
L2 term: [ 4.41433754e-06  6.90143483e-06  9.60288070e-06  5.45828114e-06
  1.11033259e-05 -9.44122655e-06  1.13497782e-06  1.89566822e-05
  1.08570721e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288894  0.2546623   0.35434588  0.20142401  0.40971402 -0.34839239
  0.0418808   0.6994978   0.40062619]
L2 term: [ 4.41433454e-06  6.90141746e-06  9.60286942e-06  5.45864512e-06
  1.11033609e-05 -9.44152830e-06  1.13498105e-06  1.89565799e-05
  1.08570784e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288884  0.25466167  0.35434546  0.2014374   0.4097153  -0.34840349
  0.04188092  0.69949402  0.40062643]
L2 term: [ 4.41433162e-06  6.90140027e-06  9.60285812e-06  5.45900810e-06
  1.11033957e-05 -9.44182910e-06  1.13498420e-06  1.89564775e-05
  1.08570847e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288873  0.25466104  0.35434505  0.20145076  0.40971658 -0.34841456
  0.04188103  0.69949024  0.40062666]
L2 term: [ 4.41432877e-06  6.90138327e-06  9.60284681e-06  5.45937008e-06
  1.11034302e-05 -9.44212896e-06  1.13498729e-06  1.89563750e-05
  1.08570910e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288863  0.25466042  0.35434463  0.20146408  0.40971784 -0.34842559
  0.04188114  0.69948645  0.40062689]
L2 term: [ 4.41432600e-06  6.90136645e-06  9.60283547e-06  5.45973106e-06
  1.11034645e-05 -9.44242788e-06  1.13499030e-06  1.89562724e-05
  1.08570973e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288853  0.25465981  0.35434421  0.20147736  0.4097191  -0.34843658
  0.04188125  0.69948266  0.40062712]
L2 term: [ 4.41432331e-06  6.90134981e-06  9.60282412e-06  5.46009105e-06
  1.11034986e-05 -9.44272587e-06  1.13499325e-06  1.89561697e-05
  1.08571036e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288843  0.2546592   0.35434379  0.20149061  0.40972035 -0.34844755
  0.04188136  0.69947887  0.40062735]
L2 term: [ 4.41432069e-06  6.90133335e-06  9.60281276e-06  5.46045005e-06
  1.11035325e-05 -9.44302293e-06  1.13499612e-06  1.89560669e-05
  1.08571099e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288834  0.2546586   0.35434337  0.20150382  0.40972159 -0.34845847
  0.04188146  0.69947507  0.40062759]
L2 term: [ 4.41431815e-06  6.90131706e-06  9.60280137e-06  5.46080806e-06
  1.11035661e-05 -9.44331907e-06  1.13499893e-06  1.89559640e-05
  1.08571162e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288825  0.25465801  0.35434295  0.20151699  0.40972282 -0.34846937
  0.04188156  0.69947127  0.40062782]
L2 term: [ 4.41431568e-06  6.90130095e-06  9.60278998e-06  5.46116509e-06
  1.11035996e-05 -9.44361428e-06  1.13500167e-06  1.89558610e-05
  1.08571224e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288816  0.25465742  0.35434253  0.20153013  0.40972405 -0.34848023
  0.04188166  0.69946747  0.40062805]
L2 term: [ 4.41431328e-06  6.90128502e-06  9.60277856e-06  5.46152113e-06
  1.11036328e-05 -9.44390858e-06  1.13500434e-06  1.89557579e-05
  1.08571287e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288807  0.25465684  0.35434211  0.20154323  0.40972527 -0.34849105
  0.04188176  0.69946366  0.40062828]
L2 term: [ 4.41431096e-06  6.90126926e-06  9.60276713e-06  5.46187620e-06
  1.11036657e-05 -9.44420196e-06  1.13500694e-06  1.89556548e-05
  1.08571350e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288799  0.25465626  0.35434168  0.2015563   0.40972647 -0.34850184
  0.04188185  0.69945985  0.40062851]
L2 term: [ 4.41430870e-06  6.90125367e-06  9.60275569e-06  5.46223029e-06
  1.11036985e-05 -9.44449442e-06  1.13500948e-06  1.89555516e-05
  1.08571412e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288791  0.25465569  0.35434126  0.20156933  0.40972768 -0.3485126
  0.04188194  0.69945604  0.40062874]
L2 term: [ 4.41430652e-06  6.90123825e-06  9.60274423e-06  5.46258341e-06
  1.11037310e-05 -9.44478598e-06  1.13501195e-06  1.89554483e-05
  1.08571475e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288783  0.25465513  0.35434084  0.20158232  0.40972887 -0.34852333
  0.04188203  0.69945223  0.40062897]
L2 term: [ 4.41430441e-06  6.90122299e-06  9.60273276e-06  5.46293556e-06
  1.11037634e-05 -9.44507664e-06  1.13501435e-06  1.89553449e-05
  1.08571537e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288776  0.25465457  0.35434042  0.20159528  0.40973005 -0.34853402
  0.04188212  0.69944841  0.4006292 ]
L2 term: [ 4.41430237e-06  6.90120791e-06  9.60272128e-06  5.46328674e-06
  1.11037955e-05 -9.44536639e-06  1.13501670e-06  1.89552414e-05
  1.08571599e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288768  0.25465402  0.35433999  0.2016082   0.40973123 -0.34854468
  0.0418822   0.69944459  0.40062943]
L2 term: [ 4.41430040e-06  6.90119299e-06  9.60270978e-06  5.46363696e-06
  1.11038274e-05 -9.44565525e-06  1.13501897e-06  1.89551379e-05
  1.08571662e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288761  0.25465348  0.35433957  0.20162109  0.4097324  -0.3485553
  0.04188228  0.69944077  0.40062966]
L2 term: [ 4.41429850e-06  6.90117824e-06  9.60269827e-06  5.46398622e-06
  1.11038590e-05 -9.44594321e-06  1.13502119e-06  1.89550343e-05
  1.08571724e-05]
lambda_param: 0.01
m: 369
theta[1:]: [ 0.16288755  0.25465294  0.35433914  0.20163394  0.40973356 -0.3485659
  0.04188236  0.69943694  0.40062989]
L2 term: [ 4.41429666e-06  6.90116365e-06  9.60268674e-06  5.46433452e-06
  1.11038905e-05 -9.44623028e-06  1.13502334e-06  1.89549307e-05
  1.08571786e-05]
Final theta: [-0.9104683   0.16288748  0.25465241  0.35433872  0.20164676  0.40973471
 -0.34857646  0.04188244  0.69943311  0.40063012]
lambda_param: 0.1
m: 369
theta[1:]: [-0.00138264  0.00647689  0.0152303  -0.00234153 -0.00234137  0.01579213
  0.00767435 -0.00469474  0.0054256 ]
L2 term: [-3.74700003e-07  1.75525349e-06  4.12745219e-06 -6.34561991e-07
 -6.34517499e-07  4.27970953e-06  2.07976891e-06 -1.27228831e-06
  1.47035242e-06]
lambda_param: 0.1
m: 369
theta[1:]: [0.00809779 0.01900913 0.02663497 0.0092386  0.00224237 0.01904496
 0.01037845 0.01303592 0.01715672]
L2 term: [2.19452195e-06 5.15152541e-06 7.21814959e-06 2.50368675e-06
 6.07688545e-07 5.16123515e-06 2.81258698e-06 3.53277000e-06
 4.64951763e-06]
lambda_param: 0.1
m: 369
theta[1:]: [0.01692773 0.03080506 0.0373309  0.01984587 0.00676665 0.02166615
 0.01285024 0.02974274 0.02830217]
L2 term: [4.58745994e-06 8.34825437e-06 1.01167762e-05 5.37828351e-06
 1.83378161e-06 5.87158614e-06 3.48245087e-06 8.06036420e-06
 7.66996566e-06]
lambda_param: 0.1
m: 369
theta[1:]: [0.025155   0.0419147  0.04736996 0.02955703 0.01123084 0.02371187
 0.01510731 0.04549787 0.03889926]
L2 term: [6.81707334e-06 1.13589962e-05 1.28373886e-05 8.01003573e-06
 3.04358810e-06 6.42598078e-06 4.09412296e-06 1.23300471e-05
 1.05418057e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.03282513 0.05238588 0.05680141 0.03844503 0.01563483 0.02523505
 0.01716651 0.06037039 0.04898379]
L2 term: [8.89569791e-06 1.41967141e-05 1.53933353e-05 1.04187064e-05
 4.23708093e-06 6.83876565e-06 4.65216958e-06 1.63605393e-05
 1.32747412e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.03998094 0.0622638  0.06567152 0.04657834 0.01997892 0.02628506
 0.01904377 0.07442563 0.05858974]
L2 term: [1.08349429e-05 1.68736588e-05 1.77971589e-05 1.26228561e-05
 5.41434089e-06 7.12332162e-06 5.16091200e-06 2.01695471e-05
 1.58779781e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.04666241 0.07159081 0.07402343 0.05402074 0.02426369 0.02690758
 0.02075403 0.08772481 0.06774904]
L2 term: [1.26456395e-05 1.94013041e-05 2.00605493e-05 1.46397661e-05
 6.57552571e-06 7.29202613e-06 5.62439851e-06 2.37736613e-05
 1.83601736e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.05290658 0.0804063  0.0818971  0.0608312  0.02848992 0.02714459
 0.02231119 0.10032489 0.07649154]
L2 term: [1.43378272e-05 2.17903248e-05 2.21943355e-05 1.64854202e-05
 7.72084591e-06 7.35625629e-06 6.04639248e-06 2.71883172e-05
 2.07294143e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.05874763 0.08874672 0.08932938 0.06706401 0.03265852 0.02703449
 0.02372807 0.11227858 0.08484497]
L2 term: [1.59207664e-05 2.40506027e-05 2.42085031e-05 1.81745288e-05
 8.85054650e-06 7.32641997e-06 6.43037204e-06 3.04277990e-05
 2.29932165e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.06421696 0.09664573 0.09635413 0.07276894 0.03677046 0.0266123
 0.02501649 0.12363446 0.09283502]
L2 term: [1.74029690e-05 2.61912538e-05 2.61122295e-05 1.97205809e-05
 9.96489325e-06 7.21200458e-06 6.77953767e-06 3.35052738e-05
 2.51585421e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.06934337 0.10413426 0.1030024  0.07799152 0.04082676 0.02590984
 0.02618728 0.1344372  0.10048542]
L2 term: [1.87922399e-05 2.82206667e-05 2.79139296e-05 2.11359123e-05
 1.10641628e-05 7.02163626e-06 7.09682503e-06 3.64328446e-05
 2.72318224e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.07415322 0.11124076 0.10930262 0.08277328 0.04482847 0.024956
 0.02725036 0.14472776 0.10781807]
L2 term: [2.00957238e-05 3.01465488e-05 2.96213075e-05 2.24317836e-05
 1.21486357e-05 6.76314381e-06 7.38492077e-06 3.92216149e-05
 2.92189899e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.07867063 0.11799135 0.1152808  0.08715212 0.0487766  0.02377697
 0.02821477 0.15454369 0.11485314]
L2 term: [2.13199546e-05 3.19759750e-05 3.12414100e-05 2.36184617e-05
 1.32185912e-05 6.44362381e-06 7.64627992e-06 4.18817589e-05
 3.11255111e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.08291764 0.12440997 0.12096071 0.09116256 0.05267218 0.02239647
 0.0290888  0.16391937 0.12160919]
L2 term: [2.24709054e-05 3.37154378e-05 3.27806798e-05 2.47053002e-05
 1.42743044e-05 6.06950423e-06 7.88314373e-06 4.44225924e-05
 3.29564212e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.08691439 0.1305186  0.12636408 0.09483602 0.0565162  0.02083597
 0.02987999 0.17288625 0.12810336]
L2 term: [2.35540357e-05 3.53708953e-05 3.42450069e-05 2.57008184e-05
 1.53160436e-05 5.64660511e-06 8.09755728e-06 4.68526433e-05
 3.47163582e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.0906793  0.13633745 0.13151078 0.09820114 0.06030962 0.01911492
 0.03059522 0.18147316 0.13435141]
L2 term: [2.45743371e-05 3.69478173e-05 3.56397776e-05 2.66127757e-05
 1.63440698e-05 5.18019541e-06 8.29138641e-06 4.91797189e-05
 3.64095956e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.09422923 0.14188503 0.136419   0.10128401 0.06405336 0.01725092
 0.03124077 0.18970647 0.14036787]
L2 term: [2.55363754e-05 3.84512285e-05 3.69699196e-05 2.74482400e-05
 1.73586353e-05 4.67504549e-06 8.46633369e-06 5.14109687e-05
 3.80400732e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.09757958 0.14717841 0.14110539 0.10410838 0.06774834 0.0152599
 0.03182239 0.19761036 0.14616616]
L2 term: [2.64443300e-05 3.98857489e-05 3.82399440e-05 2.82136526e-05
 1.83599840e-05 4.13547523e-06 8.62395321e-06 5.35529441e-05
 3.96114260e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.10074449 0.15223328 0.1455852  0.10669593 0.07139542 0.01315632
 0.0323453  0.205207   0.15175867]
L2 term: [2.73020293e-05 4.12556301e-05 3.94539839e-05 2.89148863e-05
 1.93483515e-05 3.56539778e-06 8.76566431e-06 5.56116519e-05
 4.11270109e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.10373691 0.15706407 0.14987241 0.10906643 0.07499543 0.01095325
 0.0328143  0.21251671 0.15715685]
L2 term: [2.81129833e-05 4.25647889e-05 4.06158293e-05 2.95572988e-05
 2.03239649e-05 2.96835913e-06 8.89276407e-06 5.75926043e-05
 4.25899312e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.10656873 0.16168413 0.15397986 0.11123793 0.07854919 0.00866255
 0.03323376 0.21955819 0.16237129]
L2 term: [2.88804134e-05 4.38168382e-05 4.17289586e-05 3.01457811e-05
 2.12870435e-05 2.34757391e-06 9.00643872e-06 5.95008642e-05
 4.40030588e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.10925086 0.16610577 0.15791933 0.11322692 0.08205748 0.00629498
 0.03360769 0.22634861 0.16741181]
L2 term: [2.96072790e-05 4.50151140e-05 4.27965677e-05 3.06848012e-05
 2.22377995e-05 1.70595745e-06 9.10777395e-06 6.13410861e-05
 4.53690545e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.11179335 0.17034037 0.16170169 0.11504846 0.08552105 0.00386031
 0.03393975 0.23290377 0.17228753]
L2 term: [3.02963012e-05 4.61627009e-05 4.38215957e-05 3.11784438e-05
 2.31764377e-05 1.04615476e-06 9.19776425e-06 6.31175532e-05
 4.66903867e-05]
lambda_param: 0.1
m: 369
theta[1:]: [0.11420545 0.17439846 0.1653369  0.11671634 0.08894065 0.00136739
 0.03423332 0.23923824 0.17700689]
L2 term: [3.09499853e-05 4.72624542e-05 4.48067485e-05 3.16304457e-05
 2.41031567e-05 3.70566417e-07 9.27732138e-06 6.48342114e-05
 4.79693480e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.11649566  0.17828981  0.16883418  0.1182432   0.09231697 -0.00117574
  0.03449147  0.24536544  0.18157778]
L2 term: [ 3.15706397e-05  4.83170207e-05  4.57545195e-05  3.20442279e-05
  2.50181491e-05 -3.18628097e-07  9.34728196e-06  6.64946992e-05
  4.92080700e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.11867185  0.18202348  0.172202    0.11964059  0.09565071 -0.00376177
  0.03471705  0.25129776  0.1860075 ]
L2 term: [ 3.21603938e-05  4.93288565e-05  4.66672091e-05  3.24229247e-05
  2.59216019e-05 -1.01944954e-06  9.40841432e-06  6.81023753e-05
  5.04085374e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.12074128  0.1856079   0.17544821  0.12091912  0.09894254 -0.00638407
  0.03491266  0.25704667  0.1903029 ]
L2 term: [ 3.27212141e-05  5.03002439e-05  4.75469416e-05  3.27694095e-05
  2.68136968e-05 -1.73010011e-06  9.46142468e-06  6.96603432e-05
  5.15726005e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.12271065  0.1890509   0.17858006  0.12208851  0.10219311 -0.00903661
  0.03508069  0.26262274  0.19447033]
L2 term: [ 3.32549179e-05  5.12333062e-05  4.83956806e-05  3.30863183e-05
  2.76946107e-05 -2.44894662e-06  9.50696274e-06  7.11714739e-05
  5.27019858e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.12458616  0.19235978  0.18160425  0.1231577   0.10540306 -0.01171392
  0.03522336  0.26803579  0.19851575]
L2 term: [ 3.37631870e-05  5.21300208e-05  4.92152431e-05  3.33760709e-05
  2.85645162e-05 -3.17450529e-06  9.54562667e-06  7.26384254e-05
  5.37983066e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.12637357  0.19554134  0.18452698  0.12413488  0.10857302 -0.01441103
  0.0353427   0.27329491  0.20244474]
L2 term: [ 3.42475788e-05  5.29922321e-05  5.00073119e-05  3.36408900e-05
  2.94235815e-05 -3.90542814e-06  9.57796764e-06  7.40636615e-05
  5.48630722e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.12807819  0.19860193  0.18735402  0.1250276   0.11170357 -0.01712341
  0.03544058  0.27840854  0.2062625 ]
L2 term: [ 3.47095370e-05  5.38216617e-05  5.07734473e-05  3.38828183e-05
  3.02719711e-05 -4.64049071e-06  9.60449391e-06  7.54494680e-05
  5.58976960e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.12970498  0.2015475   0.19009071  0.12584278  0.11479533 -0.01984696
  0.03551874  0.2833845   0.20997393]
L2 term: [ 3.51504010e-05  5.46199190e-05  5.15150970e-05  3.41037344e-05
  3.11098458e-05 -5.37858095e-06  9.62567452e-06  7.67979674e-05
  5.69035033e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.13125852  0.2043836   0.192742    0.1265868   0.11784887 -0.02257796
  0.03557877  0.28823008  0.21358361]
L2 term: [ 3.55714149e-05  5.53885094e-05  5.22336055e-05  3.43053662e-05
  3.19373629e-05 -6.11868924e-06  9.64194263e-06  7.81111329e-05
  5.78817378e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.13274308  0.20711543  0.19531252  0.12726553  0.12086476 -0.02531303
  0.03562215  0.29295205  0.21709587]
L2 term: [ 3.59737348e-05  5.61288435e-05  5.29302229e-05  3.44893046e-05
  3.27546767e-05 -6.85989934e-06  9.65369851e-06  7.93908002e-05
  5.88335682e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.13416263  0.20974788  0.19780655  0.12788438  0.12384355 -0.02804909
  0.03565024  0.29755672  0.22051475]
L2 term: [ 3.63584363e-05  5.68422435e-05  5.36061122e-05  3.46570142e-05
  3.35619381e-05 -7.60138020e-06  9.66131229e-06  8.06386787e-05
  5.97600939e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.13552086  0.21228552  0.20022809  0.12844833  0.1267858  -0.03078338
  0.03566432  0.30204997  0.22384407]
L2 term: [ 3.67265207e-05  5.75299507e-05  5.42623564e-05  3.48098444e-05
  3.43592956e-05 -8.34237856e-06  9.66512645e-06  8.18563617e-05
  6.06623497e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.13682122  0.21473265  0.20258087  0.12896195  0.12969204 -0.03351336
  0.03566554  0.30643729  0.22708744]
L2 term: [ 3.70789210e-05  5.81931311e-05  5.48999646e-05  3.49490386e-05
  3.51468944e-05 -9.08221224e-06  9.66545805e-06  8.30453355e-05
  6.15413111e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.13806691  0.21709333  0.20486835  0.12942949  0.1325628  -0.03623677
  0.035655    0.31072378  0.23024824]
L2 term: [ 3.74165070e-05  5.88328814e-05  5.55198783e-05  3.50757431e-05
  3.59248776e-05 -9.82026400e-06  9.66260077e-06  8.42069877e-05
  6.23978981e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.13926093  0.21937136  0.20709378  0.12985484  0.13539859 -0.03895155
  0.03563369  0.31491425  0.23332969]
L2 term: [ 3.77400906e-05  5.94502337e-05  5.61229763e-05  3.51910147e-05
  3.66933853e-05 -1.05559760e-05  9.65682678e-06  8.53426149e-05
  6.32329797e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.14040609  0.22157033  0.20926019  0.13024161  0.13819993 -0.04165584
  0.03560255  0.31901316  0.23633482]
L2 term: [ 3.80504298e-05  6.00461606e-05  5.67100792e-05  3.52958282e-05
  3.74525556e-05 -1.12888449e-05  9.64838843e-06  8.64534297e-05
  6.40473768e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.14150498  0.22369363  0.21137041  0.1305931   0.14096731 -0.04434796
  0.03556245  0.32302469  0.23926649]
L2 term: [ 3.83482329e-05  6.06215792e-05  5.72819547e-05  3.53910829e-05
  3.82025241e-05 -1.20184169e-05  9.63751979e-06  8.75405669e-05
  6.48418661e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.14256006  0.22574444  0.21342709  0.13091238  0.14370123 -0.04702641
  0.03551418  0.32695278  0.24212741]
L2 term: [ 3.86341622e-05  6.11773550e-05  5.78393204e-05  3.54776084e-05
  3.89434239e-05 -1.27442839e-05  9.62443807e-06  8.86050894e-05
  6.56171832e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.14357361  0.22772579  0.21543271  0.13120227  0.14640218 -0.04968983
  0.03545848  0.3308011   0.24492015]
L2 term: [ 3.89088377e-05  6.17143054e-05  5.83828487e-05  3.55561704e-05
  3.96753863e-05 -1.34660795e-05  9.60934489e-06  8.96479934e-05
  6.63740246e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.14454778  0.22964052  0.21738959  0.13146538  0.14907061 -0.05233703
  0.03539606  0.33457309  0.24764716]
L2 term: [ 3.91728397e-05  6.22332035e-05  5.89131693e-05  3.56274755e-05
  4.03985402e-05 -1.41834757e-05  9.59242746e-06  9.06702137e-05
  6.71130511e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.14548457  0.23149134  0.21929992  0.13170413  0.15170702 -0.0549669
  0.03532754  0.338272    0.25031074]
L2 term: [ 3.94267118e-05  6.27347803e-05  5.94308725e-05  3.56921757e-05
  4.11130126e-05 -1.48961794e-05  9.57385967e-06  9.16726274e-05
  6.78348899e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.14638586  0.2332808   0.22116573  0.13192072  0.15431185 -0.0575785
  0.03525353  0.34190086  0.2529131 ]
L2 term: [ 3.96709640e-05  6.32197282e-05  5.99365123e-05  3.57508730e-05
  4.18189283e-05 -1.56039297e-05  9.55380308e-06  9.26560588e-05
  6.85401366e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.14725341  0.23501132  0.22298895  0.13211721  0.15688555 -0.06017097
  0.03517458  0.34546253  0.25545633]
L2 term: [ 3.99060745e-05  6.36887033e-05  6.04306087e-05  3.58041230e-05
  4.25164102e-05 -1.63064949e-05  9.53240778e-06  9.36212826e-05
  6.92293574e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1480889   0.23668519  0.22477137  0.1322955   0.15942859 -0.06274355
  0.03509121  0.34895971  0.2579424 ]
L2 term: [ 4.01324922e-05  6.41423275e-05  6.09136502e-05  3.58524383e-05
  4.32055792e-05 -1.70036708e-05  9.50981331e-06  9.45690278e-05
  6.99030907e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.14889386  0.2383046   0.2265147   0.13245732  0.16194139 -0.06529557
  0.03500389  0.35239493  0.26037322]
L2 term: [ 4.03506387e-05  6.45811913e-05  6.13860963e-05  3.58962921e-05
  4.38865545e-05 -1.76952775e-05  9.48614933e-06  9.54999804e-05
  7.05618494e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.14966976  0.23987161  0.22822052  0.13260429  0.16442438 -0.06782647
  0.03491307  0.35577056  0.26275059]
L2 term: [ 4.05609102e-05  6.50058552e-05  6.18483790e-05  3.59361209e-05
  4.45594531e-05 -1.83811579e-05  9.46153639e-06  9.64147869e-05
  7.12061218e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15041798  0.24138818  0.22989034  0.13273789  0.166878   -0.07033574
  0.03481916  0.35908887  0.26507622]
L2 term: [ 4.07636793e-05  6.54168517e-05  6.23009050e-05  3.59723277e-05
  4.52243904e-05 -1.90611758e-05  9.43608655e-06  9.73140566e-05
  7.18363736e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1511398   0.2428562   0.23152557  0.1328595   0.16930266 -0.07282294
  0.03472255  0.36235196  0.26735175]
L2 term: [ 4.09592966e-05  6.58146875e-05  6.27440575e-05  3.60052839e-05
  4.58814799e-05 -1.97352140e-05  9.40990399e-06  9.81983643e-05
  7.24530487e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15183646  0.24427743  0.23312755  0.13297038  0.17169877 -0.07528771
  0.03462359  0.36556185  0.26957875]
L2 term: [ 4.11480920e-05  6.61998445e-05  6.31781975e-05  3.60353321e-05
  4.65308333e-05 -2.04031725e-05  9.38308555e-06  9.90682526e-05
  7.30565711e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15250909  0.24565356  0.23469753  0.13307169  0.17406675 -0.07772973
  0.03452261  0.36872042  0.27175871]
L2 term: [ 4.13303764e-05  6.65727815e-05  6.36036658e-05  3.60627883e-05
  4.71725606e-05 -2.10649676e-05  9.35572124e-06  9.99242341e-05
  7.36473459e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15315877  0.24698622  0.23623669  0.13316451  0.17640698 -0.08014876
  0.03441993  0.37182947  0.27389305]
L2 term: [ 4.15064426e-05  6.69339358e-05  6.40207836e-05  3.60879434e-05
  4.78067700e-05 -2.17205301e-05  9.32789473e-06  1.00766793e-04
  7.42257600e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15378653  0.24827694  0.23774616  0.13324983  0.17871987 -0.08254458
  0.03431583  0.37489067  0.27598316]
L2 term: [ 4.16765667e-05  6.72837241e-05  6.44298547e-05  3.61110658e-05
  4.84335680e-05 -2.23698040e-05  9.29968375e-06  1.01596388e-04
  7.47921835e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15439332  0.24952719  0.239227    0.13332856  0.18100579 -0.08491703
  0.03421058  0.37790564  0.27803032]
L2 term: [ 4.18410094e-05  6.76225439e-05  6.48311659e-05  3.61324024e-05
  4.90530596e-05 -2.30127458e-05  9.27116053e-06  1.02413451e-04
  7.53469708e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15498006  0.25073836  0.24068021  0.13340155  0.18326513 -0.087266
  0.03410443  0.38087588  0.2800358 ]
L2 term: [ 4.20000165e-05  6.79507747e-05  6.52249885e-05  3.61521803e-05
  4.96653478e-05 -2.36493230e-05  9.24239215e-06  1.03218395e-04
  7.58904608e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1555476   0.25191179  0.24210673  0.13346955  0.18549827 -0.0895914
  0.0339976   0.38380283  0.28200079]
L2 term: [ 4.21538204e-05  6.82687790e-05  6.56115792e-05  3.61706088e-05
  5.02705342e-05 -2.42795133e-05  9.21344088e-06  1.04011608e-04
  7.64229787e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15609674  0.25304877  0.24350746  0.13353328  0.18770557 -0.09189319
  0.03389031  0.38668786  0.28392644]
L2 term: [ 4.23026403e-05  6.85769028e-05  6.59911810e-05  3.61878800e-05
  5.08687188e-05 -2.49033038e-05  9.18436454e-06  1.04793459e-04
  7.69448360e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15662826  0.25415051  0.24488325  0.13359339  0.1898874  -0.09417135
  0.03378275  0.38953226  0.28581386]
L2 term: [ 4.24466838e-05  6.88754773e-05  6.63640241e-05  3.62041705e-05
  5.14599998e-05 -2.55206898e-05  9.15521675e-06  1.05564297e-04
  7.74563314e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15714288  0.25521818  0.24623491  0.13365048  0.19204411 -0.09642588
  0.03367511  0.39233724  0.2876641 ]
L2 term: [ 4.25861471e-05  6.91648192e-05  6.67303269e-05  3.62196424e-05
  5.20444742e-05 -2.61316746e-05  9.12604723e-06  1.06324456e-04
  7.79577517e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15764129  0.2562529   0.24756319  0.1337051   0.19417605 -0.09865683
  0.03356757  0.39510399  0.28947818]
L2 term: [ 4.27212160e-05  6.94452316e-05  6.70902965e-05  3.62344444e-05
  5.26222370e-05 -2.67362684e-05  9.09690205e-06  1.07074252e-04
  7.84493723e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15812412  0.25725575  0.24886884  0.13375775  0.19628358 -0.10086426
  0.03346027  0.3978336   0.29125708]
L2 term: [ 4.28520661e-05  6.97170046e-05  6.74441294e-05  3.62487127e-05
  5.31933819e-05 -2.73344878e-05  9.06782389e-06  1.07813983e-04
  7.89314577e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15859201  0.25822774  0.25015253  0.13380889  0.19836702 -0.10304825
  0.03335336  0.40052712  0.29300173]
L2 term: [ 4.29788642e-05  6.99804165e-05  6.77920124e-05  3.62625720e-05
  5.37580013e-05 -2.79263552e-05  9.03885222e-06  1.08543936e-04
  7.94042623e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15904552  0.25916986  0.25141491  0.13385894  0.20042673 -0.1052089
  0.03324699  0.40318557  0.29471303]
L2 term: [ 4.31017682e-05  7.02357337e-05  6.81341229e-05  3.62761364e-05
  5.43161857e-05 -2.85118980e-05  9.01002356e-06  1.09264383e-04
  7.98680306e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15948522  0.26008305  0.25265662  0.13390829  0.20246301 -0.10734634
  0.03314126  0.4058099   0.29639186]
L2 term: [ 4.32209276e-05  7.04832119e-05  6.84706297e-05  3.62895101e-05
  5.48680243e-05 -2.90911485e-05  8.98137163e-06  1.09975582e-04
  8.03229980e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.15991163  0.26096823  0.25387825  0.13395729  0.2044762  -0.10946069
  0.0330363   0.40840101  0.29803905]
L2 term: [ 4.33364846e-05  7.07230965e-05  6.88016935e-05  3.63027880e-05
  5.54136051e-05 -2.96641433e-05  8.95292755e-06  1.10677780e-04
  8.07693909e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16032524  0.26182625  0.25508035  0.13400625  0.20646662 -0.1115521
  0.03293222  0.41095977  0.29965541]
L2 term: [ 4.34485740e-05  7.09556228e-05  6.91274674e-05  3.63160567e-05
  5.59530143e-05 -3.02309227e-05  8.92471999e-06  1.11371212e-04
  8.12074277e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16072653  0.26265795  0.25626348  0.13405547  0.20843458 -0.11362075
  0.0328291   0.41348702  0.30124171]
L2 term: [ 4.35573240e-05  7.11810172e-05  6.94480971e-05  3.63293948e-05
  5.64863369e-05 -3.07915304e-05  8.89677536e-06  1.12056102e-04
  8.16373185e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16111594  0.26346414  0.25742813  0.1341052   0.21038039 -0.11566679
  0.03272705  0.41598353  0.30279869]
L2 term: [ 4.36628561e-05  7.13994968e-05  6.97637216e-05  3.63428736e-05
  5.70136566e-05 -3.13460134e-05  8.86911793e-06  1.12732665e-04
  8.20592662e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16149391  0.26424559  0.25857481  0.1341557   0.21230435 -0.11769041
  0.03262613  0.41845008  0.30432709]
L2 term: [ 4.37652862e-05  7.16112707e-05  7.00744737e-05  3.63565579e-05
  5.75350555e-05 -3.18944210e-05  8.84176996e-06  1.13401105e-04
  8.24734662e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16186083  0.26500303  0.25970397  0.13420717  0.21420677 -0.11969181
  0.03252643  0.42088737  0.3058276 ]
L2 term: [ 4.38647243e-05  7.18165398e-05  7.03804802e-05  3.63705059e-05
  5.80506145e-05 -3.24368054e-05  8.81475186e-06  1.14061618e-04
  8.28801071e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16221711  0.26573718  0.26081607  0.1342598   0.21608792 -0.12167118
  0.03242802  0.4232961   0.30730088]
L2 term: [ 4.39612751e-05  7.20154973e-05  7.06818619e-05  3.63847704e-05
  5.85604132e-05 -3.29732205e-05  8.78808227e-06  1.14714392e-04
  8.32793712e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16256309  0.26644874  0.26191153  0.13431378  0.21794812 -0.12362874
  0.03233096  0.42567694  0.30874759]
L2 term: [ 4.40550385e-05  7.22083293e-05  7.09787347e-05  3.63993984e-05
  5.90645300e-05 -3.35037223e-05  8.76177821e-06  1.15359604e-04
  8.36714344e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289914  0.26713834  0.26299076  0.13436926  0.21978762 -0.12556468
  0.03223531  0.4280305   0.31016836]
L2 term: [ 4.41461094e-05  7.23952151e-05  7.12712095e-05  3.64144323e-05
  5.95630417e-05 -3.40283685e-05  8.73585514e-06  1.15997426e-04
  8.40564665e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16322559  0.26780665  0.26405416  0.13442637  0.22160673 -0.12747923
  0.03214111  0.43035741  0.31156379]
L2 term: [ 4.42345785e-05  7.25763272e-05  7.15593921e-05  3.64299099e-05
  6.00560241e-05 -3.45472179e-05  8.71032710e-06  1.16628024e-04
  8.44346319e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16354276  0.26845426  0.26510209  0.13448524  0.22340571 -0.12937262
  0.03204841  0.43265823  0.31293447]
L2 term: [ 4.43205320e-05  7.27518321e-05  7.18433842e-05  3.64458647e-05
  6.05435518e-05 -3.50603309e-05  8.68520678e-06  1.17251554e-04
  8.48060895e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16385095  0.26908177  0.26613492  0.13454598  0.22518483 -0.13124507
  0.03195727  0.43493354  0.31428096]
L2 term: [ 4.44040526e-05  7.29218900e-05  7.21232833e-05  3.64623262e-05
  6.10256980e-05 -3.55677685e-05  8.66050562e-06  1.17868167e-04
  8.51709928e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16415046  0.26968976  0.26715298  0.13460869  0.22694435 -0.1330968
  0.0318677   0.43718385  0.31560382]
L2 term: [ 4.44852188e-05  7.30866558e-05  7.23991826e-05  3.64793204e-05
  6.15025349e-05 -3.60695930e-05  8.63623386e-06  1.18478009e-04
  8.55294908e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16444155  0.27027877  0.26815662  0.13467345  0.22868455 -0.13492805
  0.03177976  0.4394097   0.31690357]
L2 term: [ 4.45641059e-05  7.32462786e-05  7.26711720e-05  3.64968700e-05
  6.19741333e-05 -3.65658669e-05  8.61240064e-06  1.19081219e-04
  8.58817273e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1647245   0.27084933  0.26914616  0.13474033  0.23040568 -0.13673905
  0.03169346  0.44161156  0.31818074]
L2 term: [ 4.46407857e-05  7.34009026e-05  7.29393377e-05  3.65149946e-05
  6.24405630e-05 -3.70566537e-05  8.58901407e-06  1.19677931e-04
  8.62278418e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16499956  0.27140196  0.27012188  0.13480939  0.23210798 -0.13853004
  0.03160884  0.44378993  0.31943581]
L2 term: [ 4.47153268e-05  7.35506669e-05  7.32037623e-05  3.65337109e-05
  6.29018927e-05 -3.75420170e-05  8.56608129e-06  1.20268273e-04
  8.65679694e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16526696  0.27193715  0.2710841   0.13488069  0.23379172 -0.14030126
  0.03152592  0.44594524  0.32066927]
L2 term: [ 4.47877950e-05  7.36957058e-05  7.34645256e-05  3.65530330e-05
  6.33581899e-05 -3.80220209e-05  8.54360854e-06  1.20852370e-04
  8.69022412e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16552695  0.27245539  0.27203309  0.13495427  0.23545713 -0.14205293
  0.03144471  0.44807796  0.32188159]
L2 term: [ 4.48582532e-05  7.38361492e-05  7.37217043e-05  3.65729727e-05
  6.38095210e-05 -3.84967295e-05  8.52160120e-06  1.21430341e-04
  8.72307840e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16577975  0.27295713  0.27296912  0.13503016  0.23710446 -0.1437853
  0.03136524  0.45018849  0.32307323]
L2 term: [ 4.49267617e-05  7.39721226e-05  7.39753722e-05  3.65935394e-05
  6.42559514e-05 -3.89662072e-05  8.50006386e-06  1.22002300e-04
  8.75537211e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16602557  0.27344283  0.27389247  0.13510839  0.23873394 -0.14549861
  0.03128751  0.45227725  0.32424462]
L2 term: [ 4.49933781e-05  7.41037474e-05  7.42256004e-05  3.66147407e-05
  6.46975452e-05 -3.94305181e-05  8.47900037e-06  1.22568359e-04
  8.78711720e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1662646   0.27391291  0.27480337  0.13518899  0.24034581 -0.14719309
  0.03121155  0.45434463  0.3253962 ]
L2 term: [ 4.50581577e-05  7.42311409e-05  7.44724576e-05  3.66365822e-05
  6.51343659e-05 -3.98897265e-05  8.45841388e-06  1.23128625e-04
  8.81832526e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16649706  0.2743678   0.27570208  0.13527196  0.24194029 -0.14886898
  0.03113735  0.45639101  0.32652838]
L2 term: [ 4.51211537e-05  7.43544167e-05  7.47160101e-05  3.66590677e-05
  6.55664755e-05 -4.03438963e-05  8.43830691e-06  1.23683200e-04
  8.84900756e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16672312  0.2748079   0.27658883  0.13535732  0.24351762 -0.15052651
  0.03106493  0.45841676  0.32764156]
L2 term: [ 4.51824169e-05  7.44736848e-05  7.49563216e-05  3.66821995e-05
  6.59939353e-05 -4.07930914e-05  8.41868133e-06  1.24232184e-04
  8.87917503e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16694297  0.2752336   0.27746385  0.13544506  0.24507801 -0.15216591
  0.0309943   0.46042223  0.32873613]
L2 term: [ 4.52419963e-05  7.45890516e-05  7.51934541e-05  3.67059786e-05
  6.64168056e-05 -4.12373753e-05  8.39953850e-06  1.24775673e-04
  8.90883830e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16715677  0.27564529  0.27832735  0.13553519  0.24662169 -0.15378743
  0.03092544  0.46240778  0.32981248]
L2 term: [ 4.52999388e-05  7.47006201e-05  7.54274671e-05  3.67304046e-05
  6.68351456e-05 -4.16768111e-05  8.38087920e-06  1.25313760e-04
  8.93800770e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16736471  0.27604333  0.27917956  0.13562771  0.24814886 -0.15539129
  0.03085838  0.46437372  0.33087098]
L2 term: [ 4.53562895e-05  7.48084903e-05  7.56584186e-05  3.67554757e-05
  6.72490136e-05 -4.21114614e-05  8.36270374e-06  1.25846536e-04
  8.96669326e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16756693  0.27642808  0.28002068  0.13572259  0.24965974 -0.15697772
  0.03079309  0.46632038  0.33191199]
L2 term: [ 4.54110919e-05  7.49127588e-05  7.58863642e-05  3.67811892e-05
  6.76584670e-05 -4.25413886e-05  8.34501198e-06  1.26374086e-04
  8.99490476e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16776359  0.27679989  0.28085091  0.13581983  0.25115454 -0.15854696
  0.03072959  0.46824807  0.33293585]
L2 term: [ 4.54643876e-05  7.50135195e-05  7.61113583e-05  3.68075414e-05
  6.80635623e-05 -4.29666546e-05  8.32780332e-06  1.26896495e-04
  9.02265168e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16795484  0.27715909  0.28167044  0.13591941  0.25263347 -0.16009921
  0.03066787  0.47015709  0.33394291]
L2 term: [ 4.55162169e-05  7.51108633e-05  7.63334533e-05  3.68345277e-05
  6.84643550e-05 -4.33873204e-05  8.31107680e-06  1.27413845e-04
  9.04994327e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16814082  0.277506    0.28247946  0.13602131  0.25409672 -0.16163472
  0.03060793  0.47204773  0.3349335 ]
L2 term: [ 4.55666185e-05  7.52048784e-05  7.65527000e-05  3.68621427e-05
  6.88608999e-05 -4.38034469e-05  8.29483104e-06  1.27926215e-04
  9.07678852e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16832167  0.27784095  0.28327816  0.1361255   0.25554449 -0.1631537
  0.03054975  0.47392028  0.33590794]
L2 term: [ 4.56156297e-05  7.52956503e-05  7.67691477e-05  3.68903801e-05
  6.92532506e-05 -4.42150942e-05  8.27906434e-06  1.28433681e-04
  9.10319618e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16849753  0.27816424  0.2840667   0.13623197  0.25697699 -0.16465637
  0.03049333  0.47577501  0.33686655]
L2 term: [ 4.56632863e-05  7.53832622e-05  7.69828444e-05  3.69192330e-05
  6.96414603e-05 -4.46223218e-05  8.26377469e-06  1.28936318e-04
  9.12917479e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16866851  0.27847616  0.28484526  0.13634068  0.25839439 -0.16614295
  0.03043866  0.47761219  0.33780963]
L2 term: [ 4.57096231e-05  7.54677946e-05  7.71938365e-05  3.69486940e-05
  7.00255810e-05 -4.50251885e-05  8.24895976e-06  1.29434197e-04
  9.15473264e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16883475  0.27877701  0.285614    0.13645161  0.2597969  -0.16761365
  0.03038574  0.47943207  0.33873749]
L2 term: [ 4.57546735e-05  7.55493257e-05  7.74021692e-05  3.69787552e-05
  7.04056640e-05 -4.54237527e-05  8.23461694e-06  1.29927390e-04
  9.17987784e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16899635  0.27906707  0.2863731   0.13656472  0.26118469 -0.16906868
  0.03033454  0.4812349   0.33965041]
L2 term: [ 4.57984697e-05  7.56279316e-05  7.76078865e-05  3.70094079e-05
  7.07817599e-05 -4.58180717e-05  8.22074338e-06  1.30415963e-04
  9.20461826e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16915345  0.2793466   0.2871227   0.13667997  0.26255796 -0.17050827
  0.03028507  0.48302094  0.34054868]
L2 term: [ 4.58410430e-05  7.57036860e-05  7.78110311e-05  3.70406434e-05
  7.11539183e-05 -4.62082026e-05  8.20733597e-06  1.30899984e-04
  9.22896159e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16930614  0.27961588  0.28786297  0.13679735  0.26391687 -0.1719326
  0.0302373   0.48479041  0.34143258]
L2 term: [ 4.58824234e-05  7.57766606e-05  7.80116445e-05  3.70724523e-05
  7.15221883e-05 -4.65942015e-05  8.19439140e-06  1.31379516e-04
  9.25291534e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16945454  0.27987515  0.28859404  0.1369168   0.26526162 -0.1733419
  0.03019123  0.48654356  0.34230236]
L2 term: [ 4.59226401e-05  7.58469252e-05  7.82097673e-05  3.71048251e-05
  7.18866180e-05 -4.69761239e-05  8.18190616e-06  1.31854622e-04
  9.27648681e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16959875  0.28012468  0.28931607  0.1370383   0.26659237 -0.17473635
  0.03014684  0.48828059  0.34315831]
L2 term: [ 4.59617213e-05  7.59145475e-05  7.84054388e-05  3.71377518e-05
  7.22472548e-05 -4.73540245e-05  8.16987652e-06  1.32325363e-04
  9.29968313e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16973887  0.2803647   0.29002919  0.13716181  0.2679093  -0.17611616
  0.03010412  0.49000174  0.34400067]
L2 term: [ 4.59996941e-05  7.59795932e-05  7.85986974e-05  3.71712223e-05
  7.26041454e-05 -4.77279573e-05  8.15829861e-06  1.32791799e-04
  9.32251127e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.169875    0.28059545  0.29073355  0.13728728  0.26921257 -0.17748153
  0.03006305  0.49170721  0.34482969]
L2 term: [ 4.60365849e-05  7.60421266e-05  7.87895807e-05  3.72052262e-05
  7.29573359e-05 -4.80979757e-05  8.14716840e-06  1.33253986e-04
  9.34497801e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17000723  0.28081715  0.29142928  0.13741469  0.27050236 -0.17883265
  0.03002362  0.49339721  0.34564562]
L2 term: [ 4.60724193e-05  7.61022098e-05  7.89781252e-05  3.72397531e-05
  7.33068714e-05 -4.84641323e-05  8.13648169e-06  1.33711982e-04
  9.36708998e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17013565  0.28103004  0.29211651  0.13754398  0.27177882 -0.18016971
  0.0299858   0.49507196  0.3464487 ]
L2 term: [ 4.61072220e-05  7.61599034e-05  7.91643665e-05  3.72747922e-05
  7.36527967e-05 -4.88264790e-05  8.12623418e-06  1.34165842e-04
  9.38885366e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17026035  0.28123433  0.29279537  0.13767513  0.27304212 -0.1814929
  0.0299496   0.49673163  0.34723916]
L2 term: [ 4.61410169e-05  7.62152665e-05  7.93483393e-05  3.73103327e-05
  7.39951556e-05 -4.91850668e-05  8.11642143e-06  1.34615618e-04
  9.41027538e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17038142  0.28143023  0.29346599  0.13780808  0.27429243 -0.1828024
  0.02991497  0.49837643  0.34801723]
L2 term: [ 4.61738273e-05  7.62683563e-05  7.95300778e-05  3.73463638e-05
  7.43339914e-05 -4.95399462e-05  8.10703889e-06  1.35061364e-04
  9.43136130e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17049894  0.28161795  0.29412848  0.13794281  0.27552989 -0.18409841
  0.02988192  0.50000655  0.34878313]
L2 term: [ 4.62056758e-05  7.63192288e-05  7.97096151e-05  3.73828744e-05
  7.46693466e-05 -4.98911668e-05  8.09808192e-06  1.35503130e-04
  9.45211746e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.170613    0.28179769  0.29478297  0.13807926  0.27675466 -0.18538109
  0.02985042  0.50162217  0.34953709]
L2 term: [ 4.62365841e-05  7.63679384e-05  7.98869837e-05  3.74198537e-05
  7.50012632e-05 -5.02387776e-05  8.08954578e-06  1.35940967e-04
  9.47254975e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17072366  0.28196964  0.29542957  0.1382174   0.2779669  -0.18665063
  0.02982046  0.50322346  0.3502793 ]
L2 term: [ 4.62665736e-05  7.64145379e-05  8.00622152e-05  3.74572905e-05
  7.53297826e-05 -5.05828269e-05  8.08142567e-06  1.36374922e-04
  9.49266394e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.170831    0.282134    0.29606841  0.13835719  0.27916675 -0.18790721
  0.02979201  0.50481061  0.35100998]
L2 term: [ 4.62956649e-05  7.64590790e-05  8.02353407e-05  3.74951739e-05
  7.56549453e-05 -5.09233621e-05  8.07371671e-06  1.36805043e-04
  9.51246566e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17093511  0.28229095  0.29669958  0.13849859  0.28035436 -0.18915099
  0.02976507  0.50638378  0.35172934]
L2 term: [ 4.63238779e-05  7.65016119e-05  8.04063906e-05  3.75334928e-05
  7.59767917e-05 -5.12604301e-05  8.06641393e-06  1.37231378e-04
  9.53196041e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17103605  0.28244066  0.29732321  0.13864155  0.28152988 -0.19038214
  0.0297396   0.50794315  0.35243757]
L2 term: [ 4.63512322e-05  7.65421856e-05  8.05753946e-05  3.75722362e-05
  7.62953610e-05 -5.15940769e-05  8.05951236e-06  1.37653971e-04
  9.55115359e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17113388  0.28258333  0.29793939  0.13878604  0.28269345 -0.19160084
  0.0297156   0.50948888  0.35313486]
L2 term: [ 4.63777466e-05  7.65808477e-05  8.07423818e-05  3.76113931e-05
  7.66106923e-05 -5.19243480e-05  8.05300692e-06  1.38072867e-04
  9.57005046e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17122869  0.28271911  0.29854823  0.13893202  0.28384522 -0.19280725
  0.02969303  0.51102113  0.35382141]
L2 term: [ 4.64034395e-05  7.66176448e-05  8.09073807e-05  3.76509528e-05
  7.69228239e-05 -5.22512879e-05  8.04689255e-06  1.38488110e-04
  9.58865617e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17132053  0.28284818  0.29914985  0.13907944  0.28498532 -0.19400153
  0.0296719   0.51254005  0.35449741]
L2 term: [ 4.64283290e-05  7.66526221e-05  8.10704192e-05  3.76909042e-05
  7.72317936e-05 -5.25749409e-05  8.04116410e-06  1.38899742e-04
  9.60697577e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17140947  0.28297069  0.29974433  0.13922826  0.28611389 -0.19518384
  0.02965216  0.5140458   0.35516302]
L2 term: [ 4.64524322e-05  7.66858239e-05  8.12315246e-05  3.77312368e-05
  7.75376385e-05 -5.28953501e-05  8.03581642e-06  1.39307805e-04
  9.62501418e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17149558  0.28308681  0.30033177  0.13937846  0.28723106 -0.19635434
  0.02963382  0.51553854  0.35581844]
L2 term: [ 4.64757664e-05  7.67172931e-05  8.13907238e-05  3.77719397e-05
  7.78403955e-05 -5.32125583e-05  8.03084435e-06  1.39712340e-04
  9.64277625e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1715789   0.2831967   0.30091228  0.13952998  0.28833697 -0.19751318
  0.02961684  0.5170184   0.35646384]
L2 term: [ 4.64983478e-05  7.67470719e-05  8.15480431e-05  3.78130024e-05
  7.81401006e-05 -5.35266073e-05  8.02624268e-06  1.40113387e-04
  9.66026668e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17165951  0.28330049  0.30148595  0.13968279  0.28943175 -0.19866052
  0.0296012   0.51848554  0.35709939]
L2 term: [ 4.65201927e-05  7.67752011e-05  8.17035082e-05  3.78544145e-05
  7.84367895e-05 -5.38375387e-05  8.02200621e-06  1.40510986e-04
  9.67749012e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17173746  0.28339835  0.30205286  0.13983685  0.29051553 -0.1997965
  0.0295869   0.51994009  0.35772525]
L2 term: [ 4.65413167e-05  7.68017207e-05  8.18571444e-05  3.78961655e-05
  7.87304972e-05 -5.41453930e-05  8.01812972e-06  1.40905174e-04
  9.69445109e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1718128   0.28349041  0.30261312  0.13999212  0.29158844 -0.20092128
  0.0295739   0.52138221  0.35834158]
L2 term: [ 4.65617350e-05  7.68266698e-05  8.20089767e-05  3.79382452e-05
  7.90212585e-05 -5.44502102e-05  8.01460799e-06  1.41295991e-04
  9.71115403e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1718856   0.28357682  0.30316682  0.14014857  0.29265061 -0.20203499
  0.0295622   0.52281201  0.35894856]
L2 term: [ 4.65814626e-05  7.68500863e-05  8.21590292e-05  3.79806435e-05
  7.93091074e-05 -5.47520299e-05  8.01143580e-06  1.41683472e-04
  9.72760329e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1719559   0.28365771  0.30371403  0.14030616  0.29370215 -0.20313779
  0.02955176  0.52422965  0.35954634]
L2 term: [ 4.66005140e-05  7.68720073e-05  8.23073261e-05  3.80233504e-05
  7.95940775e-05 -5.50508907e-05  8.00860794e-06  1.42067655e-04
  9.74380312e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17202375  0.28373321  0.30425486  0.14046485  0.29474319 -0.20422981
  0.02954258  0.52563524  0.36013506]
L2 term: [ 4.66189034e-05  7.68924691e-05  8.24538907e-05  3.80663559e-05
  7.98762021e-05 -5.53468308e-05  8.00611920e-06  1.42448574e-04
  9.75975770e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17208922  0.28380346  0.30478937  0.14062461  0.29577385 -0.20531119
  0.02953463  0.52702892  0.36071488]
L2 term: [ 4.66366445e-05  7.69115071e-05  8.25987462e-05  3.81096504e-05
  8.01555138e-05 -5.56398879e-05  8.00396438e-06  1.42826266e-04
  9.77547111e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17215234  0.28386858  0.30531767  0.1407854   0.29679425 -0.20638206
  0.02952789  0.52841082  0.36128596]
L2 term: [ 4.66537510e-05  7.69291557e-05  8.27419152e-05  3.81532242e-05
  8.04320448e-05 -5.59300988e-05  8.00213830e-06  1.43200764e-04
  9.79094736e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17221317  0.28392871  0.30583982  0.14094718  0.2978045  -0.20744258
  0.02952235  0.52978106  0.36184842]
L2 term: [ 4.66702359e-05  7.69454487e-05  8.28834200e-05  3.81970679e-05
  8.07058269e-05 -5.62175000e-05  8.00063580e-06  1.43572103e-04
  9.80619038e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17227175  0.28398395  0.30635591  0.14110993  0.29880473 -0.20849285
  0.02951798  0.53113977  0.36240243]
L2 term: [ 4.66861121e-05  7.69604189e-05  8.30232825e-05  3.82411721e-05
  8.09768914e-05 -5.65021273e-05  7.99945173e-06  1.43940316e-04
  9.82120400e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17232814  0.28403442  0.30686602  0.1412736   0.29979504 -0.20953302
  0.02951476  0.53248705  0.36294811]
L2 term: [ 4.67013923e-05  7.69740985e-05  8.31615241e-05  3.82855277e-05
  8.12452692e-05 -5.67840158e-05  7.99858096e-06  1.44305435e-04
  9.83599202e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17238237  0.28408025  0.30737023  0.14143816  0.30077556 -0.21056321
  0.02951269  0.53382305  0.36348559]
L2 term: [ 4.67160886e-05  7.69865189e-05  8.32981662e-05  3.83301256e-05
  8.15109909e-05 -5.70632003e-05  7.99801840e-06  1.44667493e-04
  9.85055812e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17243449  0.28412155  0.30786862  0.14160359  0.30174638 -0.21158355
  0.02951173  0.53514786  0.36401503]
L2 term: [ 4.67302130e-05  7.69977107e-05  8.34332294e-05  3.83749570e-05
  8.17740863e-05 -5.73397148e-05  7.99775898e-06  1.45026520e-04
  9.86490593e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17248454  0.28415843  0.30836125  0.14176985  0.30270762 -0.21259416
  0.02951187  0.53646161  0.36453654]
L2 term: [ 4.67437774e-05  7.70077038e-05  8.35667343e-05  3.84200130e-05
  8.20345853e-05 -5.76135930e-05  7.99779765e-06  1.45382550e-04
  9.87903902e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17253257  0.28419099  0.30884821  0.1419369   0.30365939 -0.21359516
  0.0295131   0.5377644   0.36505026]
L2 term: [ 4.67567932e-05  7.70165275e-05  8.36987009e-05  3.84652852e-05
  8.22925169e-05 -5.78848678e-05  7.99812940e-06  1.45735611e-04
  9.89296086e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17257861  0.28421934  0.30932956  0.14210472  0.30460179 -0.21458668
  0.02951538  0.53905636  0.3655563 ]
L2 term: [ 4.67692716e-05  7.70242104e-05  8.38291491e-05  3.85107650e-05
  8.25479101e-05 -5.81535719e-05  7.99874926e-06  1.46085734e-04
  9.90667488e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17262271  0.28424358  0.30980538  0.14227328  0.30553493 -0.21556883
  0.02951872  0.54033758  0.36605481]
L2 term: [ 4.67812235e-05  7.70307803e-05  8.39580983e-05  3.85564441e-05
  8.28007932e-05 -5.84197371e-05  7.99965227e-06  1.46432949e-04
  9.92018444e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17266491  0.28426382  0.31027575  0.14244254  0.30645891 -0.21654173
  0.02952308  0.54160818  0.36654589]
L2 term: [ 4.67926597e-05  7.70362646e-05  8.40855678e-05  3.86023146e-05
  8.30511944e-05 -5.86833951e-05  8.00083354e-06  1.46777284e-04
  9.93349283e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17270525  0.28428015  0.31074072  0.14261248  0.30737383 -0.21750549
  0.02952844  0.54286826  0.36702966]
L2 term: [ 4.68035908e-05  7.70406899e-05  8.42115764e-05  3.86483682e-05
  8.32991412e-05 -5.89445767e-05  8.00228818e-06  1.47118769e-04
  9.94660329e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17274376  0.28429266  0.31120037  0.14278306  0.3082798  -0.21846022
  0.0295348   0.54411792  0.36750625]
L2 term: [ 4.68140268e-05  7.70440823e-05  8.43361427e-05  3.86945972e-05
  8.35446609e-05 -5.92033125e-05  8.00401137e-06  1.47457432e-04
  9.95951899e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17278048  0.28430146  0.31165476  0.14295427  0.30917691 -0.21940604
  0.02954213  0.54535728  0.36797577]
L2 term: [ 4.68239781e-05  7.70464672e-05  8.44592850e-05  3.87409940e-05
  8.37877806e-05 -5.94596325e-05  8.00599831e-06  1.47793300e-04
  9.97224303e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17281545  0.28430664  0.31210397  0.14312606  0.31006526 -0.22034306
  0.02955042  0.54658642  0.36843833]
L2 term: [ 4.68334543e-05  7.70478695e-05  8.45810212e-05  3.87875508e-05
  8.40285268e-05 -5.97135662e-05  8.00824424e-06  1.48126401e-04
  9.98477848e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1728487   0.28430828  0.31254805  0.14329842  0.31094496 -0.22127138
  0.02955965  0.54780545  0.36889404]
L2 term: [ 4.68424651e-05  7.70483135e-05  8.47013692e-05  3.88342604e-05
  8.42669256e-05 -5.99651427e-05  8.01074447e-06  1.48456762e-04
  9.99712833e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17288026  0.28430647  0.31298708  0.14347132  0.31181608 -0.2221911
  0.02956979  0.54901447  0.369343  ]
L2 term: [ 4.68510199e-05  7.70478231e-05  8.48203464e-05  3.88811155e-05
  8.45030030e-05 -6.02143908e-05  8.01349431e-06  1.48784410e-04
  1.00092955e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17291018  0.2843013   0.31342111  0.14364472  0.31267874 -0.22310234
  0.02958084  0.55021358  0.36978534]
L2 term: [ 4.68591281e-05  7.70464215e-05  8.49379700e-05  3.89281089e-05
  8.47367846e-05 -6.04613384e-05  8.01648914e-06  1.49109371e-04
  1.00212830e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17293849  0.28429285  0.31385021  0.14381861  0.31353301 -0.22400519
  0.02959278  0.55140286  0.37022115]
L2 term: [ 4.68667986e-05  7.70441315e-05  8.50542570e-05  3.89752337e-05
  8.49682954e-05 -6.07060134e-05  8.01972439e-06  1.49431670e-04
  1.00330935e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17296521  0.2842812   0.31427444  0.14399296  0.314379   -0.22489975
  0.02960559  0.55258242  0.37065053]
L2 term: [ 4.68740404e-05  7.70409752e-05  8.51692240e-05  3.90224830e-05
  8.51975603e-05 -6.09484431e-05  8.02319552e-06  1.49751333e-04
  1.00447298e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17299038  0.28426644  0.31469386  0.14416775  0.31521679 -0.22578613
  0.02961925  0.55375234  0.37107359]
L2 term: [ 4.68808622e-05  7.70369744e-05  8.52828875e-05  3.90698501e-05
  8.54246040e-05 -6.11886543e-05  8.02689803e-06  1.50068386e-04
  1.00561948e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17301404  0.28424864  0.31510852  0.14434294  0.31604647 -0.22666443
  0.02963375  0.55491273  0.37149042]
L2 term: [ 4.68872724e-05  7.70321504e-05  8.53952638e-05  3.91173286e-05
  8.56494505e-05 -6.14266735e-05  8.03082748e-06  1.50382852e-04
  1.00674911e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1730362   0.28422787  0.3155185   0.14451852  0.31686814 -0.22753472
  0.02964907  0.55606365  0.37190112]
L2 term: [ 4.68932794e-05  7.70265240e-05  8.55063687e-05  3.91649119e-05
  8.58721238e-05 -6.16625268e-05  8.03497948e-06  1.50694757e-04
  1.00786212e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17305691  0.28420423  0.31592384  0.14469447  0.31768187 -0.22839713
  0.0296652   0.55720522  0.3723058 ]
L2 term: [ 4.68988914e-05  7.70201156e-05  8.56162181e-05  3.92125937e-05
  8.60926476e-05 -6.18962398e-05  8.03934967e-06  1.51004125e-04
  1.00895879e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17307619  0.28417777  0.31632461  0.14487076  0.31848776 -0.22925172
  0.02968212  0.55833751  0.37270453]
L2 term: [ 4.69041165e-05  7.70129449e-05  8.57248274e-05  3.92603680e-05
  8.63110450e-05 -6.21278378e-05  8.04393375e-06  1.51310979e-04
  1.01003937e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17309407  0.28414857  0.31672086  0.14504736  0.31928588 -0.23009861
  0.0296998   0.55946061  0.37309741]
L2 term: [ 4.69089625e-05  7.70050316e-05  8.58322120e-05  3.93082287e-05
  8.65273392e-05 -6.23573456e-05  8.04872746e-06  1.51615343e-04
  1.01110410e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17311058  0.2841167   0.31711265  0.14522427  0.32007633 -0.23093787
  0.02971825  0.56057461  0.37348455]
L2 term: [ 4.69134372e-05  7.69963945e-05  8.59383869e-05  3.93561699e-05
  8.67415527e-05 -6.25847877e-05  8.05372659e-06  1.51917240e-04
  1.01215324e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17312575  0.28408222  0.31750002  0.14540145  0.32085918 -0.23176959
  0.02973744  0.56167959  0.37386601]
L2 term: [ 4.69175481e-05  7.69870524e-05  8.60433670e-05  3.94041858e-05
  8.69537080e-05 -6.28101883e-05  8.05892699e-06  1.52216692e-04
  1.01318702e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17313961  0.28404522  0.31788305  0.14557888  0.32163452 -0.23259388
  0.02975736  0.56277564  0.3742419 ]
L2 term: [ 4.69213026e-05  7.69770235e-05  8.61471669e-05  3.94522708e-05
  8.71638272e-05 -6.30335710e-05  8.06432453e-06  1.52513723e-04
  1.01420568e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17315217  0.28400574  0.31826177  0.14575655  0.32240243 -0.2334108
  0.02977799  0.56386283  0.37461229]
L2 term: [ 4.69247080e-05  7.69663256e-05  8.62498011e-05  3.95004194e-05
  8.73719321e-05 -6.32549593e-05  8.06991516e-06  1.52808354e-04
  1.01520946e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17316348  0.28396386  0.31863624  0.14593443  0.32316298 -0.23422045
  0.02979931  0.56494124  0.37497727]
L2 term: [ 4.69277716e-05  7.69549761e-05  8.63512839e-05  3.95486261e-05
  8.75780444e-05 -6.34743762e-05  8.07569486e-06  1.53100608e-04
  1.01619858e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17317355  0.28391964  0.31900651  0.14611251  0.32391626 -0.23502291
  0.02982132  0.56601097  0.37533693]
L2 term: [ 4.69305002e-05  7.69429921e-05  8.64516293e-05  3.95968858e-05
  8.77821852e-05 -6.36918443e-05  8.08165965e-06  1.53390507e-04
  1.01717327e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1731824   0.28387314  0.31937264  0.14629076  0.32466235 -0.23581825
  0.029844    0.56707208  0.37569135]
L2 term: [ 4.69329008e-05  7.69303903e-05  8.65508512e-05  3.96451931e-05
  8.79843757e-05 -6.39073861e-05  8.08780563e-06  1.53678071e-04
  1.01813374e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17319008  0.28382442  0.31973467  0.14646917  0.32540131 -0.23660658
  0.02986734  0.56812466  0.37604061]
L2 term: [ 4.69349802e-05  7.69171871e-05  8.66489632e-05  3.96935432e-05
  8.81846366e-05 -6.41210234e-05  8.09412892e-06  1.53963321e-04
  1.01908023e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17319659  0.28377354  0.32009266  0.14664773  0.32613323 -0.23738795
  0.02989131  0.56916877  0.37638478]
L2 term: [ 4.69367449e-05  7.69033983e-05  8.67459787e-05  3.97419310e-05
  8.83829884e-05 -6.43327781e-05  8.10062569e-06  1.54246280e-04
  1.02001294e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17320196  0.28372056  0.32044665  0.1468264   0.32685818 -0.23816246
  0.02991591  0.57020451  0.37672394]
L2 term: [ 4.69382015e-05  7.68890398e-05  8.68419112e-05  3.97903518e-05
  8.85794514e-05 -6.45426715e-05  8.10729218e-06  1.54526967e-04
  1.02093208e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17320623  0.28366553  0.32079669  0.14700518  0.32757623 -0.23893017
  0.02994112  0.57123193  0.37705817]
L2 term: [ 4.69393564e-05  7.68741267e-05  8.69367737e-05  3.98388008e-05
  8.87740455e-05 -6.47507245e-05  8.11412465e-06  1.54805402e-04
  1.02183786e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1732094   0.28360851  0.32114284  0.14718404  0.32828746 -0.23969118
  0.02996693  0.57225113  0.37738755]
L2 term: [ 4.69402158e-05  7.68586742e-05  8.70305791e-05  3.98872735e-05
  8.89667905e-05 -6.49569580e-05  8.12111942e-06  1.55081607e-04
  1.02273049e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1732115   0.28354955  0.32148513  0.14736297  0.32899193 -0.24044554
  0.02999333  0.57326216  0.37771215]
L2 term: [ 4.69407859e-05  7.68426967e-05  8.71233403e-05  3.99357653e-05
  8.91577059e-05 -6.51613923e-05  8.12827288e-06  1.55355600e-04
  1.02361015e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17321256  0.28348871  0.32182361  0.14754196  0.32968973 -0.24119334
  0.0300203   0.57426511  0.37803203]
L2 term: [ 4.69410727e-05  7.68262088e-05  8.72150697e-05  3.99842718e-05
  8.93468110e-05 -6.53640477e-05  8.13558142e-06  1.55627401e-04
  1.02447705e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17321259  0.28342604  0.32215833  0.14772099  0.33038092 -0.24193464
  0.03004782  0.57526004  0.37834728]
L2 term: [ 4.69410821e-05  7.68092244e-05  8.73057799e-05  4.00327888e-05
  8.95341248e-05 -6.55649438e-05  8.14304152e-06  1.55897031e-04
  1.02533139e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17321163  0.28336158  0.32248933  0.14790004  0.33106557 -0.24266953
  0.0300759   0.57624703  0.37865796]
L2 term: [ 4.69408201e-05  7.67917573e-05  8.73954830e-05  4.00813121e-05
  8.97196662e-05 -6.57641003e-05  8.15064969e-06  1.56164507e-04
  1.02617335e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17320968  0.2832954   0.32281667  0.1480791   0.33174374 -0.24339807
  0.03010451  0.57722615  0.37896415]
L2 term: [ 4.69402922e-05  7.67738210e-05  8.74841912e-05  4.01298376e-05
  8.99034536e-05 -6.59615364e-05  8.15840249e-06  1.56429850e-04
  1.02700311e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17320677  0.28322753  0.32314037  0.14825815  0.33241552 -0.24412033
  0.03013363  0.57819745  0.3792659 ]
L2 term: [ 4.69395042e-05  7.67554286e-05  8.75719164e-05  4.01783613e-05
  9.00855054e-05 -6.61572711e-05  8.16629651e-06  1.56693077e-04
  1.02782087e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17320292  0.28315803  0.32346049  0.14843718  0.33308095 -0.24483638
  0.03016327  0.57916103  0.37956329]
L2 term: [ 4.69384615e-05  7.67365930e-05  8.76586703e-05  4.02268793e-05
  9.02658398e-05 -6.63513231e-05  8.17432842e-06  1.56954208e-04
  1.02862680e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17319816  0.28308694  0.32377707  0.14861618  0.33374011 -0.24554629
  0.03019341  0.58011693  0.37985638]
L2 term: [ 4.69371695e-05  7.67173269e-05  8.77444647e-05  4.02753878e-05
  9.04444747e-05 -6.65437108e-05  8.18249492e-06  1.57213260e-04
  1.02942108e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17319249  0.2830143   0.32409016  0.14879513  0.33439307 -0.24625013
  0.03022403  0.58106523  0.38014524]
L2 term: [ 4.69356337e-05  7.66976425e-05  8.78293108e-05  4.03238831e-05
  9.06214277e-05 -6.67344525e-05  8.19079273e-06  1.57470252e-04
  1.03020389e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17318594  0.28294017  0.32439978  0.14897401  0.33503988 -0.24694796
  0.03025512  0.58200599  0.38042992]
L2 term: [ 4.69338591e-05  7.66775521e-05  8.79132202e-05  4.03723616e-05
  9.07967164e-05 -6.69235660e-05  8.19921866e-06  1.57725202e-04
  1.03097539e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17317853  0.28286458  0.32470599  0.14915282  0.33568062 -0.24763984
  0.03028667  0.58293929  0.3807105 ]
L2 term: [ 4.69318510e-05  7.66570674e-05  8.79962038e-05  4.04208197e-05
  9.09703579e-05 -6.71110689e-05  8.20776954e-06  1.57978127e-04
  1.03173577e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17317028  0.28278758  0.32500883  0.14933155  0.33631534 -0.24832585
  0.03031867  0.58386518  0.38098703]
L2 term: [ 4.69296144e-05  7.66362001e-05  8.80782728e-05  4.04692540e-05
  9.11423694e-05 -6.72969788e-05  8.21644225e-06  1.58229045e-04
  1.03248517e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1731612   0.28270921  0.32530833  0.14951017  0.33694411 -0.24900604
  0.03035111  0.58478372  0.38125957]
L2 term: [ 4.69271541e-05  7.66149614e-05  8.81594380e-05  4.05176611e-05
  9.13127678e-05 -6.74813128e-05  8.22523371e-06  1.58477973e-04
  1.03322378e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17315131  0.28262951  0.32560453  0.14968868  0.33756699 -0.24968048
  0.03038398  0.58569499  0.38152819]
L2 term: [ 4.69244752e-05  7.65933625e-05  8.82397102e-05  4.05660378e-05
  9.14815696e-05 -6.76640877e-05  8.23414088e-06  1.58724929e-04
  1.03395174e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17314064  0.28254852  0.32589748  0.14986707  0.33818404 -0.25034923
  0.03041726  0.58659904  0.38179294]
L2 term: [ 4.69215824e-05  7.65714143e-05  8.83190999e-05  4.06143808e-05
  9.16487914e-05 -6.78453204e-05  8.24316079e-06  1.58969928e-04
  1.03466921e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17312919  0.28246628  0.32618721  0.15004532  0.33879532 -0.25101235
  0.03045095  0.58749593  0.38205388]
L2 term: [ 4.69184804e-05  7.65491274e-05  8.83976176e-05  4.06626871e-05
  9.18144494e-05 -6.80250272e-05  8.25229049e-06  1.59212989e-04
  1.03537636e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17311699  0.28238283  0.32647376  0.15022342  0.33940089 -0.2516699
  0.03048503  0.58838573  0.38231106]
L2 term: [ 4.69151737e-05  7.65265121e-05  8.84752736e-05  4.07109535e-05
  9.19785597e-05 -6.82032244e-05  8.26152708e-06  1.59454128e-04
  1.03607334e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17310405  0.28229821  0.32675717  0.15040136  0.3400008  -0.25232193
  0.0305195   0.5892685   0.38256455]
L2 term: [ 4.69116670e-05  7.65035788e-05  8.85520781e-05  4.07591772e-05
  9.21411382e-05 -6.83799279e-05  8.27086769e-06  1.59693361e-04
  1.03676029e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17309039  0.28221245  0.32703747  0.15057914  0.34059512 -0.25296852
  0.03055434  0.5901443   0.38281439]
L2 term: [ 4.69079646e-05  7.64803375e-05  8.86280412e-05  4.08073551e-05
  9.23022005e-05 -6.85551536e-05  8.28030952e-06  1.59930704e-04
  1.03743737e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17307602  0.28212558  0.32731471  0.15075674  0.3411839  -0.2536097
  0.03058955  0.59101318  0.38306064]
L2 term: [ 4.69040711e-05  7.64567978e-05  8.87031728e-05  4.08554846e-05
  9.24617623e-05 -6.87289171e-05  8.28984979e-06  1.60166173e-04
  1.03810472e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17306097  0.28203766  0.32758891  0.15093415  0.34176721 -0.25424555
  0.0306251   0.5918752   0.38330336]
L2 term: [ 4.68999905e-05  7.64329693e-05  8.87774827e-05  4.09035629e-05
  9.26198388e-05 -6.89012337e-05  8.29948576e-06  1.60399784e-04
  1.03876249e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17304523  0.2819487   0.32786012  0.15111136  0.34234508 -0.25487612
  0.030661    0.59273043  0.38354259]
L2 term: [ 4.68957273e-05  7.64088615e-05  8.88509805e-05  4.09515873e-05
  9.27764452e-05 -6.90721185e-05  8.30921475e-06  1.60631554e-04
  1.03941082e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17302884  0.28185874  0.32812836  0.15128836  0.34291759 -0.25550145
  0.03069724  0.59357892  0.38377839]
L2 term: [ 4.68912855e-05  7.63844834e-05  8.89236758e-05  4.09995551e-05
  9.29315965e-05 -6.92415865e-05  8.31903410e-06  1.60861497e-04
  1.04004984e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17301181  0.28176783  0.32839368  0.15146514  0.34348478 -0.25612162
  0.03073379  0.59442073  0.38401081]
L2 term: [ 4.68866692e-05  7.63598442e-05  8.89955781e-05  4.10474639e-05
  9.30853075e-05 -6.94096524e-05  8.32894121e-06  1.61089629e-04
  1.04067969e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17299415  0.28167597  0.32865611  0.1516417   0.34404672 -0.25673666
  0.03077066  0.59525591  0.38423989]
L2 term: [ 4.68818825e-05  7.63349525e-05  8.90666966e-05  4.10953112e-05
  9.32375929e-05 -6.95763307e-05  8.33893351e-06  1.61315964e-04
  1.04130052e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17297587  0.28158322  0.32891568  0.15181802  0.34460344 -0.25734664
  0.03080784  0.59608452  0.38446569]
L2 term: [ 4.68769292e-05  7.63098170e-05  8.91370406e-05  4.11430945e-05
  9.33884670e-05 -6.97416359e-05  8.34900846e-06  1.61540519e-04
  1.04191244e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17295699  0.28148961  0.32917242  0.15199409  0.34515501 -0.2579516
  0.03084531  0.59690661  0.38468826]
L2 term: [ 4.68718132e-05  7.62844460e-05  8.92066190e-05  4.11908115e-05
  9.35379443e-05 -6.99055821e-05  8.35916357e-06  1.61763309e-04
  1.04251560e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17293753  0.28139515  0.32942638  0.15216992  0.34570148 -0.2585516
  0.03088307  0.59772224  0.38490763]
L2 term: [ 4.68665384e-05  7.62588479e-05  8.92754410e-05  4.12384600e-05
  9.36860388e-05 -7.00681832e-05  8.36939640e-06  1.61984347e-04
  1.04311012e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17291749  0.28129988  0.32967757  0.15234548  0.3462429  -0.25914668
  0.03092111  0.59853146  0.38512387]
L2 term: [ 4.68611085e-05  7.62330307e-05  8.93435152e-05  4.12860377e-05
  9.38327646e-05 -7.02294531e-05  8.37970453e-06  1.62203648e-04
  1.04369613e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1728969   0.28120384  0.32992604  0.15252077  0.34677932 -0.25973691
  0.03095942  0.59933433  0.38533701]
L2 term: [ 4.68555271e-05  7.62070024e-05  8.94108505e-05  4.13335425e-05
  9.39781354e-05 -7.03894052e-05  8.39008557e-06  1.62421228e-04
  1.04427375e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17287575  0.28110704  0.33017181  0.15269579  0.34731079 -0.26032232
  0.03099798  0.6001309   0.3855471 ]
L2 term: [ 4.68497979e-05  7.61807705e-05  8.94774555e-05  4.13809721e-05
  9.41221650e-05 -7.05480531e-05  8.40053720e-06  1.62637099e-04
  1.04484310e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17285408  0.28100953  0.33041492  0.15287052  0.34783736 -0.26090296
  0.0310368   0.60092121  0.38575419]
L2 term: [ 4.68439244e-05  7.61543428e-05  8.95433386e-05  4.14283247e-05
  9.42648668e-05 -7.07054100e-05  8.41105712e-06  1.62851278e-04
  1.04540431e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17283189  0.28091131  0.3306554   0.15304496  0.34835908 -0.26147889
  0.03107586  0.60170533  0.38595832]
L2 term: [ 4.68379101e-05  7.61277267e-05  8.96085084e-05  4.14755982e-05
  9.44062542e-05 -7.08614890e-05  8.42164305e-06  1.63063776e-04
  1.04595750e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17280919  0.28081243  0.33089327  0.1532191   0.348876   -0.26205016
  0.03111516  0.60248331  0.38615953]
L2 term: [ 4.68317585e-05  7.61009293e-05  8.96729730e-05  4.15227907e-05
  9.45463404e-05 -7.10163030e-05  8.43229278e-06  1.63274609e-04
  1.04650278e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17278599  0.2807129   0.33112857  0.15339293  0.34938816 -0.2626168
  0.03115469  0.60325519  0.38635786]
L2 term: [ 4.68254728e-05  7.60739578e-05  8.97367407e-05  4.15699002e-05
  9.46851384e-05 -7.11698646e-05  8.44300410e-06  1.63483790e-04
  1.04704027e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17276232  0.28061276  0.33136133  0.15356645  0.34989562 -0.26317887
  0.03119443  0.60402102  0.38655336]
L2 term: [ 4.68190564e-05  7.60468192e-05  8.97998196e-05  4.16169250e-05
  9.48226612e-05 -7.13221866e-05  8.45377486e-06  1.63691333e-04
  1.04757008e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17273817  0.28051203  0.33159158  0.15373966  0.35039842 -0.26373641
  0.03123438  0.60478086  0.38674607]
L2 term: [ 4.68125127e-05  7.60195202e-05  8.98622176e-05  4.16638633e-05
  9.49589215e-05 -7.14732813e-05  8.46460294e-06  1.63897251e-04
  1.04809233e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17271357  0.28041073  0.33181935  0.15391253  0.35089661 -0.26428946
  0.03127454  0.60553475  0.38693603]
L2 term: [ 4.68058446e-05  7.59920675e-05  8.99239427e-05  4.17107132e-05
  9.50939319e-05 -7.16231609e-05  8.47548625e-06  1.64101558e-04
  1.04860712e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17268851  0.28030889  0.33204466  0.15408508  0.35139023 -0.26483808
  0.0313149   0.60628274  0.38712327]
L2 term: [ 4.67990555e-05  7.59644676e-05  8.99850027e-05  4.17574733e-05
  9.52277050e-05 -7.17718376e-05  8.48642274e-06  1.64304267e-04
  1.04911456e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17266303  0.28020652  0.33226755  0.15425728  0.35187933 -0.2653823
  0.03135544  0.60702489  0.38730785]
L2 term: [ 4.67921483e-05  7.59367269e-05  9.00454052e-05  4.18041417e-05
  9.53602530e-05 -7.19193233e-05  8.49741040e-06  1.64505390e-04
  1.04961476e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17263712  0.28010366  0.33248803  0.15442915  0.35236396 -0.26592217
  0.03139617  0.60776124  0.38748979]
L2 term: [ 4.67851262e-05  7.59088517e-05  9.01051579e-05  4.18507170e-05
  9.54915882e-05 -7.20656298e-05  8.50844722e-06  1.64704942e-04
  1.05010782e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17261079  0.28000033  0.33270615  0.15460066  0.35284416 -0.26645774
  0.03143707  0.60849183  0.38766913]
L2 term: [ 4.67779920e-05  7.58808480e-05  9.01642682e-05  4.18971976e-05
  9.56217226e-05 -7.22107687e-05  8.51953127e-06  1.64902934e-04
  1.05059385e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17258406  0.27989654  0.33292192  0.15477182  0.35331997 -0.26698903
  0.03147814  0.60921671  0.38784592]
L2 term: [ 4.67707488e-05  7.58527219e-05  9.02227436e-05  4.19435820e-05
  9.57506682e-05 -7.23547515e-05  8.53066062e-06  1.65099380e-04
  1.05107295e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17255694  0.27979233  0.33313538  0.15494262  0.35379143 -0.26751611
  0.03151937  0.60993593  0.38802019]
L2 term: [ 4.67633994e-05  7.58244792e-05  9.02805913e-05  4.19898687e-05
  9.58784367e-05 -7.24975897e-05  8.54183339e-06  1.65294291e-04
  1.05154523e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17252944  0.2796877   0.33334655  0.15511305  0.3542586  -0.268039
  0.03156075  0.61064955  0.38819197]
L2 term: [ 4.67559466e-05  7.57961255e-05  9.03378187e-05  4.20360563e-05
  9.60050399e-05 -7.26392943e-05  8.55304771e-06  1.65487682e-04
  1.05201077e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17250157  0.27958269  0.33355546  0.15528311  0.35472151 -0.26855774
  0.03160227  0.61135759  0.38836131]
L2 term: [ 4.67483932e-05  7.57676666e-05  9.03944328e-05  4.20821435e-05
  9.61304892e-05 -7.27798766e-05  8.56430177e-06  1.65679563e-04
  1.05246967e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17247334  0.27947731  0.33376213  0.1554528   0.3551802  -0.26907239
  0.03164394  0.6120601   0.38852823]
L2 term: [ 4.67407420e-05  7.57391079e-05  9.04504408e-05  4.21281289e-05
  9.62547962e-05 -7.29193473e-05  8.57559376e-06  1.65869947e-04
  1.05292204e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17244475  0.27937158  0.33396658  0.1556221   0.35563472 -0.26958298
  0.03168574  0.61275714  0.38869278]
L2 term: [ 4.67329956e-05  7.57104547e-05  9.05058495e-05  4.21740112e-05
  9.63779720e-05 -7.30577174e-05  8.58692194e-06  1.66058847e-04
  1.05336797e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17241583  0.27926552  0.33416886  0.15579102  0.3560851  -0.27008954
  0.03172767  0.61344875  0.38885498]
L2 term: [ 4.67251567e-05  7.56817123e-05  9.05606659e-05  4.22197893e-05
  9.65000279e-05 -7.31949974e-05  8.59828455e-06  1.66246274e-04
  1.05380754e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17238657  0.27915915  0.33436897  0.15595955  0.3565314  -0.27059212
  0.03176972  0.61413496  0.38901488]
L2 term: [ 4.67172278e-05  7.56528859e-05  9.06148967e-05  4.22654618e-05
  9.66209748e-05 -7.33311980e-05  8.60967991e-06  1.66432240e-04
  1.05424086e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17235699  0.27905249  0.33456694  0.15612769  0.35697364 -0.27109076
  0.03181188  0.61481583  0.38917249]
L2 term: [ 4.67092116e-05  7.56239805e-05  9.06685486e-05  4.23110276e-05
  9.67408238e-05 -7.34663295e-05  8.62110634e-06  1.66616757e-04
  1.05466801e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1723271   0.27894555  0.33476281  0.15629543  0.35741187 -0.27158548
  0.03185415  0.6154914   0.38932787]
L2 term: [ 4.67011104e-05  7.55950009e-05  9.07216283e-05  4.23564857e-05
  9.68595856e-05 -7.36004023e-05  8.63256219e-06  1.66799837e-04
  1.05508908e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1722969   0.27883836  0.33495659  0.15646277  0.35784613 -0.27207634
  0.03189653  0.6161617   0.38948103]
L2 term: [ 4.66929268e-05  7.55659521e-05  9.07741424e-05  4.24018348e-05
  9.69772709e-05 -7.37334264e-05  8.64404585e-06  1.66981491e-04
  1.05550415e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17226641  0.27873093  0.3351483   0.1566297   0.35827646 -0.27256337
  0.031939    0.61682679  0.38963202]
L2 term: [ 4.66846633e-05  7.55368386e-05  9.08260972e-05  4.24470739e-05
  9.70938903e-05 -7.38654120e-05  8.65555573e-06  1.67161730e-04
  1.05591332e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17223563  0.27862328  0.33533797  0.15679623  0.35870289 -0.2730466
  0.03198156  0.61748669  0.38978085]
L2 term: [ 4.66763220e-05  7.55076651e-05  9.08774992e-05  4.24922020e-05
  9.72094542e-05 -7.39963689e-05  8.66709027e-06  1.67340567e-04
  1.05631668e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17220457  0.27851543  0.33552563  0.15696233  0.35912546 -0.27352607
  0.03202421  0.61814147  0.38992757]
L2 term: [ 4.66679055e-05  7.54784361e-05  9.09283546e-05  4.25372181e-05
  9.73239729e-05 -7.41263069e-05  8.67864795e-06  1.67518012e-04
  1.05671429e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17217324  0.27840739  0.33571129  0.15712803  0.35954422 -0.27400182
  0.03206694  0.61879114  0.39007221]
L2 term: [ 4.66594160e-05  7.54491561e-05  9.09786698e-05  4.25821212e-05
  9.74374568e-05 -7.42552358e-05  8.69022725e-06  1.67694077e-04
  1.05710625e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17214166  0.27829917  0.33589498  0.1572933   0.35995919 -0.27447388
  0.03210974  0.61943577  0.39021478]
L2 term: [ 4.66508557e-05  7.54198292e-05  9.10284508e-05  4.26269104e-05
  9.75499159e-05 -7.43831650e-05  8.70182669e-06  1.67868772e-04
  1.05749263e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17210982  0.2781908   0.33607673  0.15745815  0.36037042 -0.27494228
  0.03215261  0.62007538  0.39035533]
L2 term: [ 4.66422268e-05  7.53904597e-05  9.10777038e-05  4.26715848e-05
  9.76613601e-05 -7.45101041e-05  8.71344484e-06  1.68042109e-04
  1.05787353e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17207773  0.27808228  0.33625654  0.15762257  0.36077794 -0.27540707
  0.03219555  0.62071002  0.39049388]
L2 term: [ 4.66335316e-05  7.53610518e-05  9.11264346e-05  4.27161436e-05
  9.77717996e-05 -7.46360624e-05  8.72508025e-06  1.68214098e-04
  1.05824900e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17204541  0.27797364  0.33643446  0.15778656  0.36118179 -0.27586827
  0.03223854  0.62133973  0.39063046]
L2 term: [ 4.66247721e-05  7.53316094e-05  9.11746494e-05  4.27605858e-05
  9.78812439e-05 -7.47610490e-05  8.73673154e-06  1.68384750e-04
  1.05861915e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17201286  0.27786488  0.33661049  0.15795012  0.361582   -0.27632592
  0.03228159  0.62196454  0.39076511]
L2 term: [ 4.66159505e-05  7.53021365e-05  9.12223538e-05  4.28049108e-05
  9.79897029e-05 -7.48850732e-05  8.74839733e-06  1.68554075e-04
  1.05898403e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17198008  0.27775603  0.33678465  0.15811324  0.36197862 -0.27678005
  0.03232468  0.6225845   0.39089783]
L2 term: [ 4.66070688e-05  7.52726369e-05  9.12695538e-05  4.28491176e-05
  9.80971861e-05 -7.50081440e-05  8.76007626e-06  1.68722085e-04
  1.05934372e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1719471   0.27764709  0.33695698  0.15827593  0.36237166 -0.2772307
  0.03236782  0.62319964  0.39102867]
L2 term: [ 4.65981290e-05  7.52431144e-05  9.13162550e-05  4.28932056e-05
  9.82037029e-05 -7.51302702e-05  8.77176703e-06  1.68888790e-04
  1.05969831e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1719139   0.27753808  0.33712749  0.15843817  0.36276118 -0.27767789
  0.032411    0.62381     0.39115766]
L2 term: [ 4.65891331e-05  7.52135727e-05  9.13624631e-05  4.29371740e-05
  9.83092628e-05 -7.52514607e-05  8.78346832e-06  1.69054200e-04
  1.06004785e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17188051  0.27742902  0.3372962   0.15859997  0.3631472  -0.27812166
  0.03245421  0.62441562  0.39128481]
L2 term: [ 4.65800832e-05  7.51840154e-05  9.14081836e-05  4.29810222e-05
  9.84138751e-05 -7.53717241e-05  8.79517886e-06  1.69218325e-04
  1.06039243e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17184692  0.27731991  0.33746313  0.15876133  0.36352976 -0.27856205
  0.03249745  0.62501654  0.39141015]
L2 term: [ 4.65709810e-05  7.51544459e-05  9.14534220e-05  4.30247494e-05
  9.85175489e-05 -7.54910692e-05  8.80689740e-06  1.69381176e-04
  1.06073212e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17181315  0.27721076  0.3376283   0.15892223  0.36390888 -0.27899907
  0.03254072  0.62561279  0.39153372]
L2 term: [ 4.65618286e-05  7.51248677e-05  9.14981839e-05  4.30683550e-05
  9.86202933e-05 -7.56095043e-05  8.81862272e-06  1.69542763e-04
  1.06106698e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1717792   0.2771016   0.33779173  0.15908268  0.36428461 -0.27943277
  0.032584    0.62620442  0.39165553]
L2 term: [ 4.65526276e-05  7.50952842e-05  9.15424745e-05  4.31118385e-05
  9.87221174e-05 -7.57270379e-05  8.83035360e-06  1.69703095e-04
  1.06139709e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17174507  0.27699243  0.33795344  0.15924268  0.36465698 -0.27986317
  0.03262731  0.62679145  0.3917756 ]
L2 term: [ 4.65433800e-05  7.50656987e-05  9.15862992e-05  4.31551992e-05
  9.88230299e-05 -7.58436783e-05  8.84208886e-06  1.69862183e-04
  1.06172250e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17171078  0.27688326  0.33811346  0.15940223  0.36502602 -0.28029031
  0.03267062  0.62737393  0.39189398]
L2 term: [ 4.65340876e-05  7.50361143e-05  9.16296632e-05  4.31984364e-05
  9.89230398e-05 -7.59594338e-05  8.85382735e-06  1.70020036e-04
  1.06204330e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17167634  0.27677411  0.33827179  0.15956132  0.36539175 -0.28071421
  0.03271395  0.62795189  0.39201067]
L2 term: [ 4.65247520e-05  7.50065342e-05  9.16725718e-05  4.32415498e-05
  9.90221557e-05 -7.60743124e-05  8.86556792e-06  1.70176664e-04
  1.06235954e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17164173  0.27666499  0.33842846  0.15971995  0.36575423 -0.28113491
  0.03275727  0.62852537  0.39212571]
L2 term: [ 4.65153751e-05  7.49769614e-05  9.17150300e-05  4.32845388e-05
  9.91203862e-05 -7.61883221e-05  8.87730947e-06  1.70332077e-04
  1.06267129e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17160699  0.2765559   0.33858349  0.15987812  0.36611346 -0.28155243
  0.0328006   0.62909439  0.39223911]
L2 term: [ 4.65059585e-05  7.49473990e-05  9.17570428e-05  4.33274028e-05
  9.92177399e-05 -7.63014711e-05  8.88905088e-06  1.70486285e-04
  1.06297862e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1715721   0.27644687  0.33873689  0.16003582  0.36646949 -0.2819668
  0.03284392  0.629659    0.3923509 ]
L2 term: [ 4.64965038e-05  7.49178497e-05  9.17986154e-05  4.33701414e-05
  9.93142251e-05 -7.64137669e-05  8.90079110e-06  1.70639296e-04
  1.06328158e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17153708  0.27633789  0.33888869  0.16019306  0.36682235 -0.28237805
  0.03288723  0.63021924  0.39246111]
L2 term: [ 4.64870127e-05  7.48883166e-05  9.18397526e-05  4.34127542e-05
  9.94098503e-05 -7.65252176e-05  8.91252907e-06  1.70791121e-04
  1.06358024e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17150193  0.27622898  0.33903889  0.16034984  0.36717206 -0.28278621
  0.03293053  0.63077512  0.39256975]
L2 term: [ 4.64774868e-05  7.48588024e-05  9.18804592e-05  4.34552406e-05
  9.95046237e-05 -7.66358306e-05  8.92426376e-06  1.70941768e-04
  1.06387466e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17146665  0.27612015  0.33918753  0.16050615  0.36751866 -0.28319131
  0.03297382  0.6313267   0.39267685]
L2 term: [ 4.64679277e-05  7.48293097e-05  9.19207402e-05  4.34976004e-05
  9.95985535e-05 -7.67456137e-05  8.93599415e-06  1.71091247e-04
  1.06416490e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17143126  0.27601141  0.33933462  0.16066198  0.36786218 -0.28359338
  0.03301708  0.631874    0.39278243]
L2 term: [ 4.64583368e-05  7.47998413e-05  9.19606003e-05  4.35398330e-05
  9.96916477e-05 -7.68545743e-05  8.94771926e-06  1.71239567e-04
  1.06445102e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17139576  0.27590278  0.33948016  0.16081735  0.36820264 -0.28399244
  0.03306033  0.63241706  0.39288651]
L2 term: [ 4.64487158e-05  7.47703997e-05  9.20000442e-05  4.35819381e-05
  9.97839144e-05 -7.69627198e-05  8.95943810e-06  1.71386738e-04
  1.06473308e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17136015  0.27579424  0.33962419  0.16097225  0.36854008 -0.28438851
  0.03310354  0.63295591  0.39298911]
L2 term: [ 4.64390662e-05  7.47409875e-05  9.20390765e-05  4.36239154e-05
  9.98753614e-05 -7.70700576e-05  8.97114974e-06  1.71532767e-04
  1.06501113e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17132445  0.27568583  0.33976672  0.16112667  0.36887453 -0.28478164
  0.03314673  0.63349058  0.39309025]
L2 term: [ 4.64293892e-05  7.47116071e-05  9.20777018e-05  4.36657645e-05
  9.99659967e-05 -7.71765950e-05  8.98285323e-06  1.71677664e-04
  1.06528524e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17128864  0.27557754  0.33990776  0.16128062  0.369206   -0.28517183
  0.03318988  0.63402111  0.39318996]
L2 term: [ 4.64196865e-05  7.46822610e-05  9.21159247e-05  4.37074852e-05
  1.00055828e-04 -7.72823391e-05  8.99454767e-06  1.71821438e-04
  1.06555546e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17125275  0.27546939  0.34004734  0.16143409  0.36953454 -0.28555913
  0.033233    0.63454752  0.39328826]
L2 term: [ 4.64099594e-05  7.46529514e-05  9.21537496e-05  4.37490770e-05
  1.00144863e-04 -7.73872970e-05  9.00623214e-06  1.71964098e-04
  1.06582184e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17121677  0.27536138  0.34018546  0.16158709  0.36986017 -0.28594355
  0.03327607  0.63506986  0.39338516]
L2 term: [ 4.64002093e-05  7.46236807e-05  9.21911810e-05  4.37905397e-05
  1.00233109e-04 -7.74914759e-05  9.01790579e-06  1.72105652e-04
  1.06608444e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17118071  0.27525352  0.34032214  0.16173961  0.37018292 -0.28632512
  0.0333191   0.63558814  0.39348068]
L2 term: [ 4.63904375e-05  7.45944512e-05  9.22282232e-05  4.38318731e-05
  1.00320574e-04 -7.75948825e-05  9.02956774e-06  1.72246109e-04
  1.06634331e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17114458  0.27514583  0.34045741  0.16189165  0.37050281 -0.28670386
  0.03336209  0.63610241  0.39357485]
L2 term: [ 4.63806454e-05  7.45652649e-05  9.22648806e-05  4.38730769e-05
  1.00407265e-04 -7.76975238e-05  9.04121716e-06  1.72385477e-04
  1.06659851e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17110838  0.2750383   0.34059127  0.16204322  0.37081987 -0.28707981
  0.03340503  0.6366127   0.39366768]
L2 term: [ 4.63708343e-05  7.45361240e-05  9.23011574e-05  4.39141509e-05
  1.00493189e-04 -7.77994066e-05  9.05285322e-06  1.72523766e-04
  1.06685009e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17107211  0.27493094  0.34072374  0.1621943   0.37113413 -0.28745298
  0.03344791  0.63711903  0.3937592 ]
L2 term: [ 4.63610054e-05  7.45070307e-05  9.23370579e-05  4.39550949e-05
  1.00578355e-04 -7.79005377e-05  9.06447511e-06  1.72660982e-04
  1.06709809e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17103578  0.27482377  0.34085484  0.1623449   0.37144561 -0.28782341
  0.03349074  0.63762143  0.39384941]
L2 term: [ 4.63511601e-05  7.44779869e-05  9.23725863e-05  4.39959086e-05
  1.00662768e-04 -7.80009236e-05  9.07608205e-06  1.72797136e-04
  1.06734258e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17099939  0.27471679  0.34098458  0.16249502  0.37175435 -0.28819111
  0.03353351  0.63811995  0.39393834]
L2 term: [ 4.63412995e-05  7.44489945e-05  9.24077465e-05  4.40365918e-05
  1.00746437e-04 -7.81005710e-05  9.08767326e-06  1.72932234e-04
  1.06758359e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17096296  0.27461001  0.34111298  0.16264466  0.37206037 -0.2885561
  0.03357623  0.6386146   0.39402602]
L2 term: [ 4.63314248e-05  7.44200556e-05  9.24425428e-05  4.40771445e-05
  1.00829368e-04 -7.81994863e-05  9.09924798e-06  1.73066286e-04
  1.06782118e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17092647  0.27450342  0.34124005  0.16279382  0.37236369 -0.28891842
  0.03361887  0.63910541  0.39411244]
L2 term: [ 4.63215373e-05  7.43911720e-05  9.24769791e-05  4.41175665e-05
  1.00911568e-04 -7.82976760e-05  9.11080547e-06  1.73199299e-04
  1.06805540e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17088994  0.27439705  0.34136581  0.16294249  0.37266433 -0.28927809
  0.03366145  0.63959243  0.39419764]
L2 term: [ 4.63116381e-05  7.43623454e-05  9.25110595e-05  4.41578575e-05
  1.00993044e-04 -7.83951466e-05  9.12234501e-06  1.73331281e-04
  1.06828629e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17085338  0.2742909   0.34149027  0.16309068  0.37296233 -0.28963513
  0.03370397  0.64007567  0.39428163]
L2 term: [ 4.63017283e-05  7.43335778e-05  9.25447878e-05  4.41980176e-05
  1.01073803e-04 -7.84919042e-05  9.13386589e-06  1.73462241e-04
  1.06851390e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17081678  0.27418497  0.34161344  0.16323839  0.37325771 -0.28998955
  0.03374641  0.64055517  0.39436443]
L2 term: [ 4.62918092e-05  7.43048708e-05  9.25781679e-05  4.42380465e-05
  1.01153852e-04 -7.85879552e-05  9.14536742e-06  1.73592186e-04
  1.06873829e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17078014  0.27407927  0.34173534  0.16338561  0.3735505  -0.2903414
  0.03378877  0.64103095  0.39444605]
L2 term: [ 4.62818817e-05  7.42762261e-05  9.26112037e-05  4.42779441e-05
  1.01233198e-04 -7.86833057e-05  9.15684891e-06  1.73721124e-04
  1.06895948e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17074348  0.27397381  0.34185599  0.16353235  0.37384071 -0.29069068
  0.03383106  0.64150304  0.39452651]
L2 term: [ 4.62719469e-05  7.42476453e-05  9.26438989e-05  4.43177105e-05
  1.01311846e-04 -7.87779618e-05  9.16830971e-06  1.73849062e-04
  1.06917754e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1707068   0.27386859  0.34197539  0.1636786   0.37412838 -0.29103742
  0.03387327  0.64197148  0.39460583]
L2 term: [ 4.62620059e-05  7.42191301e-05  9.26762573e-05  4.43573455e-05
  1.01389805e-04 -7.88719295e-05  9.17974916e-06  1.73976010e-04
  1.06939249e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1706701   0.27376362  0.34209356  0.16382437  0.37441352 -0.29138164
  0.0339154   0.64243628  0.39468402]
L2 term: [ 4.62520598e-05  7.41906820e-05  9.27082827e-05  4.43968491e-05
  1.01467079e-04 -7.89652149e-05  9.19116663e-06  1.74101974e-04
  1.06960440e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17063338  0.2736589   0.34221052  0.16396966  0.37469616 -0.29172337
  0.03395745  0.64289749  0.39476111]
L2 term: [ 4.62421095e-05  7.41623025e-05  9.27399785e-05  4.44362211e-05
  1.01543676e-04 -7.90578239e-05  9.20256151e-06  1.74226961e-04
  1.06981329e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17059666  0.27355443  0.34232628  0.16411445  0.37497633 -0.29206262
  0.03399941  0.64335512  0.39483709]
L2 term: [ 4.62321561e-05  7.41339931e-05  9.27713486e-05  4.44754616e-05
  1.01619602e-04 -7.91497623e-05  9.21393318e-06  1.74350980e-04
  1.07001922e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17055992  0.27345024  0.34244084  0.16425877  0.37525405 -0.29239942
  0.03404129  0.6438092   0.394912  ]
L2 term: [ 4.62222005e-05  7.41057552e-05  9.28023964e-05  4.45145706e-05
  1.01694863e-04 -7.92410360e-05  9.22528105e-06  1.74474038e-04
  1.07022222e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17052318  0.27334631  0.34255423  0.16440259  0.37552933 -0.29273379
  0.03408307  0.64425977  0.39498584]
L2 term: [ 4.62122437e-05  7.40775903e-05  9.28331254e-05  4.45535480e-05
  1.01769466e-04 -7.93316506e-05  9.23660456e-06  1.74596142e-04
  1.07042234e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17048644  0.27324265  0.34266646  0.16454593  0.37580221 -0.29306575
  0.03412476  0.64470684  0.39505864]
L2 term: [ 4.62022866e-05  7.40494996e-05  9.28635392e-05  4.45923938e-05
  1.01843417e-04 -7.94216118e-05  9.24790313e-06  1.74717300e-04
  1.07061961e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1704497   0.27313928  0.34277754  0.16468879  0.3760727  -0.29339531
  0.03416636  0.64515044  0.3951304 ]
L2 term: [ 4.61923301e-05  7.40214844e-05  9.28936412e-05  4.46311081e-05
  1.01916721e-04 -7.95109253e-05  9.25917621e-06  1.74837519e-04
  1.07081409e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17041296  0.27303619  0.34288747  0.16483116  0.37634083 -0.29372251
  0.03420786  0.64559061  0.39520114]
L2 term: [ 4.61823752e-05  7.39935462e-05  9.29234348e-05  4.46696908e-05
  1.01989385e-04 -7.95995966e-05  9.27042326e-06  1.74956806e-04
  1.07100579e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17037624  0.27293338  0.34299629  0.16497304  0.37660662 -0.29404736
  0.03424927  0.64602737  0.39527087]
L2 term: [ 4.61724227e-05  7.39656860e-05  9.29529233e-05  4.47081421e-05
  1.02061415e-04 -7.96876312e-05  9.28164376e-06  1.75075168e-04
  1.07119478e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17033953  0.27283087  0.34310399  0.16511444  0.3768701  -0.29436988
  0.03429057  0.64646074  0.39533962]
L2 term: [ 4.61624735e-05  7.39379051e-05  9.29821102e-05  4.47464618e-05
  1.02132817e-04 -7.97750346e-05  9.29283720e-06  1.75192612e-04
  1.07138107e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17030283  0.27272866  0.34321058  0.16525536  0.37713127 -0.29469009
  0.03433177  0.64689075  0.39540738]
L2 term: [ 4.61525284e-05  7.39102048e-05  9.30109986e-05  4.47846501e-05
  1.02203597e-04 -7.98618122e-05  9.30400308e-06  1.75309146e-04
  1.07156472e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17026615  0.27262674  0.34331609  0.16539579  0.37739017 -0.29500801
  0.03437287  0.64731743  0.39547418]
L2 term: [ 4.61425883e-05  7.38825860e-05  9.30395919e-05  4.48227071e-05
  1.02273760e-04 -7.99479693e-05  9.31514091e-06  1.75424777e-04
  1.07174576e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17022949  0.27252513  0.34342053  0.16553574  0.37764682 -0.29532366
  0.03441386  0.6477408   0.39554004]
L2 term: [ 4.61326540e-05  7.38550499e-05  9.30678932e-05  4.48606328e-05
  1.02343312e-04 -8.00335112e-05  9.32625021e-06  1.75539511e-04
  1.07192422e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17019286  0.27242384  0.34352389  0.1656752   0.37790124 -0.29563705
  0.03445475  0.64816088  0.39560495]
L2 term: [ 4.61227263e-05  7.38275977e-05  9.30959057e-05  4.48984273e-05
  1.02412259e-04 -8.01184431e-05  9.33733052e-06  1.75653355e-04
  1.07210014e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17015625  0.27232285  0.3436262   0.16581417  0.37815344 -0.29594822
  0.03449553  0.64857771  0.39566895]
L2 term: [ 4.61128059e-05  7.38002302e-05  9.31236326e-05  4.49360906e-05
  1.02480607e-04 -8.02027702e-05  9.34838139e-06  1.75766316e-04
  1.07227357e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17011968  0.27222218  0.34372747  0.16595267  0.37840345 -0.29625718
  0.03453619  0.6489913   0.39573203]
L2 term: [ 4.61028937e-05  7.37729486e-05  9.31510769e-05  4.49736229e-05
  1.02548361e-04 -8.02864976e-05  9.35940238e-06  1.75878402e-04
  1.07244452e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17008313  0.27212183  0.34382771  0.16609068  0.37865129 -0.29656394
  0.03457675  0.64940169  0.39579421]
L2 term: [ 4.60929904e-05  7.37457538e-05  9.31782417e-05  4.50110243e-05
  1.02615527e-04 -8.03696304e-05  9.37039305e-06  1.75989617e-04
  1.07261305e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17004663  0.27202181  0.34392693  0.16622821  0.37889698 -0.29686852
  0.03461719  0.64980889  0.39585551]
L2 term: [ 4.60830966e-05  7.37186467e-05  9.32051301e-05  4.50482949e-05
  1.02682110e-04 -8.04521736e-05  9.38135300e-06  1.76099970e-04
  1.07277917e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17001016  0.27192211  0.34402514  0.16636525  0.37914054 -0.29717095
  0.03465752  0.65021293  0.39591594]
L2 term: [ 4.60732132e-05  7.36916283e-05  9.32317450e-05  4.50854348e-05
  1.02748115e-04 -8.05341322e-05  9.39228180e-06  1.76209467e-04
  1.07294293e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16997373  0.27182274  0.34412235  0.16650182  0.37938199 -0.29747124
  0.03469773  0.65061384  0.39597551]
L2 term: [ 4.60633408e-05  7.36646994e-05  9.32580894e-05  4.51224442e-05
  1.02813548e-04 -8.06155111e-05  9.40317908e-06  1.76318114e-04
  1.07310436e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16993734  0.27172371  0.34421857  0.1666379   0.37962135 -0.2977694
  0.03473782  0.65101164  0.39603423]
L2 term: [ 4.60534801e-05  7.36378609e-05  9.32841661e-05  4.51593231e-05
  1.02878415e-04 -8.06963152e-05  9.41404444e-06  1.76425919e-04
  1.07326350e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.169901    0.27162501  0.34431382  0.1667735   0.37985864 -0.29806547
  0.0347778   0.65140635  0.39609211]
L2 term: [ 4.60436318e-05  7.36111137e-05  9.33099782e-05  4.51960717e-05
  1.02942720e-04 -8.07765494e-05  9.42487750e-06  1.76532886e-04
  1.07342036e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16986471  0.27152665  0.3444081   0.16690863  0.38009387 -0.29835945
  0.03481765  0.651798    0.39614917]
L2 term: [ 4.60337966e-05  7.35844584e-05  9.33355285e-05  4.52326903e-05
  1.03006469e-04 -8.08562183e-05  9.43567791e-06  1.76639023e-04
  1.07357500e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16982847  0.27142864  0.34450142  0.16704327  0.38032707 -0.29865136
  0.03485738  0.6521866   0.39620542]
L2 term: [ 4.60239750e-05  7.35578960e-05  9.33608197e-05  4.52691788e-05
  1.03069666e-04 -8.09353267e-05  9.44644530e-06  1.76744336e-04
  1.07372743e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16979228  0.27133097  0.3445938   0.16717743  0.38055825 -0.29894121
  0.03489699  0.65257219  0.39626087]
L2 term: [ 4.60141678e-05  7.35314271e-05  9.33858547e-05  4.53055376e-05
  1.03132318e-04 -8.10138793e-05  9.45717933e-06  1.76848832e-04
  1.07387769e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16975615  0.27123364  0.34468525  0.16731112  0.38078744 -0.29922904
  0.03493648  0.65295478  0.39631552]
L2 term: [ 4.60043755e-05  7.35050524e-05  9.34106362e-05  4.53417667e-05
  1.03194428e-04 -8.10918808e-05  9.46787967e-06  1.76952516e-04
  1.07402581e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16972007  0.27113667  0.34477577  0.16744433  0.38101465 -0.29951485
  0.03497583  0.65333441  0.3963694 ]
L2 term: [ 4.59945988e-05  7.34787727e-05  9.34351669e-05  4.53778664e-05
  1.03256003e-04 -8.11693357e-05  9.47854599e-06  1.77055395e-04
  1.07417182e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16968405  0.27104005  0.34486537  0.16757706  0.3812399  -0.29979866
  0.03501507  0.65371108  0.39642251]
L2 term: [ 4.59848382e-05  7.34525886e-05  9.34594496e-05  4.54138369e-05
  1.03317046e-04 -8.12462486e-05  9.48917798e-06  1.77157475e-04
  1.07431575e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1696481   0.27094379  0.34495407  0.16770931  0.38146321 -0.30008048
  0.03505417  0.65408483  0.39647486]
L2 term: [ 4.59750943e-05  7.34265007e-05  9.34834869e-05  4.54496783e-05
  1.03377563e-04 -8.13226239e-05  9.49977533e-06  1.77258762e-04
  1.07445763e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16961221  0.27084788  0.34504187  0.16784109  0.38168459 -0.30036034
  0.03509315  0.65445568  0.39652647]
L2 term: [ 4.59653677e-05  7.34005098e-05  9.35072814e-05  4.54853908e-05
  1.03437559e-04 -8.13984662e-05  9.51033773e-06  1.77359262e-04
  1.07459748e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16957638  0.27075233  0.34512878  0.1679724   0.38190407 -0.30063825
  0.03513199  0.65482364  0.39657734]
L2 term: [ 4.59556589e-05  7.33746163e-05  9.35308357e-05  4.55209746e-05
  1.03497039e-04 -8.14737798e-05  9.52086491e-06  1.77458981e-04
  1.07473534e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16954062  0.27065715  0.34521482  0.16810323  0.38212166 -0.30091422
  0.03517071  0.65518874  0.39662749]
L2 term: [ 4.59459685e-05  7.33488208e-05  9.35541524e-05  4.55564301e-05
  1.03556006e-04 -8.15485692e-05  9.53135658e-06  1.77557925e-04
  1.07487123e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16950494  0.27056233  0.34529999  0.16823358  0.38233738 -0.30118827
  0.03520929  0.65555101  0.39667692]
L2 term: [ 4.59362970e-05  7.33231239e-05  9.35772341e-05  4.55917572e-05
  1.03614467e-04 -8.16228386e-05  9.54181247e-06  1.77656100e-04
  1.07500519e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16946932  0.27046787  0.34538431  0.16836347  0.38255125 -0.30146043
  0.03524774  0.65591046  0.39672564]
L2 term: [ 4.59266448e-05  7.32975262e-05  9.36000833e-05  4.56269564e-05
  1.03672425e-04 -8.16965924e-05  9.55223232e-06  1.77753512e-04
  1.07513724e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16943378  0.27037378  0.34546777  0.16849288  0.38276328 -0.30173069
  0.03528605  0.65626711  0.39677367]
L2 term: [ 4.59170126e-05  7.32720281e-05  9.36227024e-05  4.56620278e-05
  1.03729886e-04 -8.17698347e-05  9.56261587e-06  1.77850166e-04
  1.07526740e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16939831  0.27028006  0.3455504   0.16862183  0.38297349 -0.30199908
  0.03532423  0.65662099  0.39682101]
L2 term: [ 4.59074008e-05  7.32466301e-05  9.36450938e-05  4.56969717e-05
  1.03786853e-04 -8.18425698e-05  9.57296289e-06  1.77946068e-04
  1.07539570e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16936292  0.27018672  0.34563219  0.1687503   0.38318189 -0.30226562
  0.03536228  0.65697212  0.39686768]
L2 term: [ 4.58978099e-05  7.32213326e-05  9.36672601e-05  4.57317883e-05
  1.03843332e-04 -8.19148019e-05  9.58327312e-06  1.78041225e-04
  1.07552217e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16932761  0.27009374  0.34571316  0.1688783   0.38338851 -0.30253031
  0.03540019  0.65732052  0.39691368]
L2 term: [ 4.58882403e-05  7.31961362e-05  9.36892036e-05  4.57664778e-05
  1.03899326e-04 -8.19865350e-05  9.59354635e-06  1.78135641e-04
  1.07564684e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16929238  0.27000114  0.34579332  0.16900584  0.38359336 -0.30279318
  0.03543796  0.6576662   0.39695903]
L2 term: [ 4.58786925e-05  7.31710412e-05  9.37109268e-05  4.58010404e-05
  1.03954840e-04 -8.20577733e-05  9.60378234e-06  1.78229323e-04
  1.07576972e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16925723  0.26990892  0.34587267  0.16913291  0.38379646 -0.30305424
  0.03547559  0.6580092   0.39700372]
L2 term: [ 4.58691670e-05  7.31460481e-05  9.37324318e-05  4.58354766e-05
  1.04009880e-04 -8.21285208e-05  9.61398090e-06  1.78322275e-04
  1.07589085e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16922216  0.26981707  0.34595123  0.16925951  0.38399781 -0.3033135
  0.03551308  0.65834952  0.39704778]
L2 term: [ 4.58596642e-05  7.31211571e-05  9.37537211e-05  4.58697864e-05
  1.04064448e-04 -8.21987816e-05  9.62414180e-06  1.78414504e-04
  1.07601025e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16918718  0.2697256   0.346029    0.16938565  0.38419745 -0.30357098
  0.03555044  0.6586872   0.39709121]
L2 term: [ 4.58501844e-05  7.30963688e-05  9.37747969e-05  4.59039702e-05
  1.04118549e-04 -8.22685595e-05  9.63426485e-06  1.78506015e-04
  1.07612794e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16915229  0.26963451  0.34610599  0.16951132  0.38439537 -0.3038267
  0.03558765  0.65902224  0.39713402]
L2 term: [ 4.58407282e-05  7.30716834e-05  9.37956616e-05  4.59380282e-05
  1.04172188e-04 -8.23378585e-05  9.64434986e-06  1.78596813e-04
  1.07624395e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16911748  0.2695438   0.34618221  0.16963654  0.38459161 -0.30408066
  0.03562472  0.65935468  0.39717621]
L2 term: [ 4.58312960e-05  7.30471012e-05  9.38163172e-05  4.59719608e-05
  1.04225369e-04 -8.24066825e-05  9.65439664e-06  1.78686905e-04
  1.07635831e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16908277  0.26945348  0.34625767  0.16976128  0.38478617 -0.30433288
  0.03566165  0.65968452  0.39721781]
L2 term: [ 4.58218880e-05  7.30226226e-05  9.38367662e-05  4.60057681e-05
  1.04278096e-04 -8.24750354e-05  9.66440502e-06  1.78776294e-04
  1.07647102e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16904814  0.26936353  0.34633237  0.16988557  0.38497907 -0.30458338
  0.03569844  0.6600118   0.3972588 ]
L2 term: [ 4.58125048e-05  7.29982479e-05  9.38570106e-05  4.60394504e-05
  1.04330373e-04 -8.25429210e-05  9.67437483e-06  1.78864986e-04
  1.07658213e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16901361  0.26927398  0.34640632  0.1700094   0.38517033 -0.30483217
  0.03573509  0.66033652  0.39729922]
L2 term: [ 4.58031466e-05  7.29739773e-05  9.38770526e-05  4.60730081e-05
  1.04382204e-04 -8.26103430e-05  9.68430590e-06  1.78952988e-04
  1.07669164e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16897917  0.2691848   0.34647954  0.17013277  0.38535996 -0.30507926
  0.03577159  0.66065872  0.39733905]
L2 term: [ 4.57938139e-05  7.29498111e-05  9.38968943e-05  4.61064415e-05
  1.04433593e-04 -8.26773052e-05  9.69419807e-06  1.79040303e-04
  1.07679959e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16894483  0.26909602  0.34655202  0.17025568  0.38554797 -0.30532466
  0.03580795  0.6609784   0.39737831]
L2 term: [ 4.57845070e-05  7.29257496e-05  9.39165379e-05  4.61397507e-05
  1.04484544e-04 -8.27438114e-05  9.70405120e-06  1.79126938e-04
  1.07690599e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16891058  0.26900762  0.34662379  0.17037813  0.38573438 -0.3055684
  0.03584416  0.66129559  0.39741701]
L2 term: [ 4.57752263e-05  7.29017929e-05  9.39359855e-05  4.61729362e-05
  1.04535062e-04 -8.28098652e-05  9.71386515e-06  1.79212897e-04
  1.07701087e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16887644  0.2689196   0.34669483  0.17050013  0.3859192  -0.30581049
  0.03588023  0.6616103   0.39745516]
L2 term: [ 4.57659720e-05  7.28779413e-05  9.39552390e-05  4.62059982e-05
  1.04585150e-04 -8.28754702e-05  9.72363976e-06  1.79298185e-04
  1.07711425e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16884239  0.26883198  0.34676517  0.17062168  0.38610246 -0.30605093
  0.03591615  0.66192256  0.39749276]
L2 term: [ 4.57567445e-05  7.28541950e-05  9.39743006e-05  4.62389370e-05
  1.04634812e-04 -8.29406301e-05  9.73337492e-06  1.79382808e-04
  1.07721614e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16880844  0.26874474  0.34683481  0.17074277  0.38628415 -0.30628974
  0.03595193  0.66223238  0.39752982]
L2 term: [ 4.57475442e-05  7.28305541e-05  9.39931723e-05  4.62717530e-05
  1.04684052e-04 -8.30053484e-05  9.74307050e-06  1.79466770e-04
  1.07731658e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16877459  0.2686579   0.34690375  0.17086341  0.3864643  -0.30652693
  0.03598756  0.66253978  0.39756635]
L2 term: [ 4.57383713e-05  7.28070188e-05  9.40118561e-05  4.63044464e-05
  1.04732874e-04 -8.30696287e-05  9.75272638e-06  1.79550077e-04
  1.07741557e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16874084  0.26857144  0.34697201  0.17098359  0.38664293 -0.30676252
  0.03602304  0.66284479  0.39760235]
L2 term: [ 4.57292262e-05  7.27835893e-05  9.40303539e-05  4.63370175e-05
  1.04781281e-04 -8.31334745e-05  9.76234244e-06  1.79632734e-04
  1.07751315e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1687072   0.26848538  0.34703958  0.17110333  0.38682003 -0.30699652
  0.03605838  0.66314741  0.39763784]
L2 term: [ 4.57201091e-05  7.27602657e-05  9.40486678e-05  4.63694666e-05
  1.04829277e-04 -8.31968892e-05  9.77191858e-06  1.79714744e-04
  1.07760933e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16867366  0.26839971  0.34710649  0.17122262  0.38699564 -0.30722894
  0.03609357  0.66344766  0.39767282]
L2 term: [ 4.57110203e-05  7.27370481e-05  9.40667995e-05  4.64017942e-05
  1.04876867e-04 -8.32598763e-05  9.78145470e-06  1.79796115e-04
  1.07770413e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16864023  0.26831443  0.34717273  0.17134146  0.38716976 -0.3074598
  0.03612861  0.66374557  0.3977073 ]
L2 term: [ 4.57019601e-05  7.27139367e-05  9.40847511e-05  4.64340004e-05
  1.04924053e-04 -8.33224393e-05  9.79095071e-06  1.79876849e-04
  1.07779757e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16860691  0.26822954  0.34723832  0.17145986  0.3873424  -0.30768911
  0.0361635   0.66404115  0.39774129]
L2 term: [ 4.56929288e-05  7.26909315e-05  9.41025244e-05  4.64660857e-05
  1.04970840e-04 -8.33845814e-05  9.80040650e-06  1.79956952e-04
  1.07788966e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16857369  0.26814504  0.34730325  0.17157781  0.38751358 -0.30791687
  0.03619824  0.66433442  0.39777478]
L2 term: [ 4.56839266e-05  7.26680326e-05  9.41201213e-05  4.64980503e-05
  1.05017231e-04 -8.34463061e-05  9.80982200e-06  1.80036430e-04
  1.07798044e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16854058  0.26806094  0.34736754  0.17169531  0.38768331 -0.30814311
  0.03623284  0.6646254   0.3978078 ]
L2 term: [ 4.56749538e-05  7.26452401e-05  9.41375437e-05  4.65298946e-05
  1.05063229e-04 -8.35076167e-05  9.81919713e-06  1.80115285e-04
  1.07806991e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16850758  0.26797722  0.34743119  0.17181237  0.38785161 -0.30836783
  0.03626728  0.6649141   0.39784034]
L2 term: [ 4.56660107e-05  7.26225540e-05  9.41547932e-05  4.65616189e-05
  1.05108838e-04 -8.35685164e-05  9.82853181e-06  1.80193524e-04
  1.07815810e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16847469  0.26789391  0.34749421  0.17192899  0.38801849 -0.30859104
  0.03630158  0.66520054  0.39787241]
L2 term: [ 4.56570974e-05  7.25999744e-05  9.41718719e-05  4.65932235e-05
  1.05154062e-04 -8.36290086e-05  9.83782597e-06  1.80271150e-04
  1.07824502e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16844191  0.26781098  0.3475566   0.17204518  0.38818396 -0.30881277
  0.03633572  0.66548474  0.39790402]
L2 term: [ 4.56482142e-05  7.25775014e-05  9.41887814e-05  4.66247088e-05
  1.05198904e-04 -8.36890964e-05  9.84707955e-06  1.80348169e-04
  1.07833069e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16840924  0.26772845  0.34761838  0.17216092  0.38834803 -0.30903301
  0.03636972  0.66576672  0.39793518]
L2 term: [ 4.56393613e-05  7.25551349e-05  9.42055235e-05  4.66560751e-05
  1.05243368e-04 -8.37487830e-05  9.85629250e-06  1.80424585e-04
  1.07841512e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16837669  0.26764631  0.34767955  0.17227622  0.38851071 -0.30925178
  0.03640356  0.66604649  0.39796589]
L2 term: [ 4.56305390e-05  7.25328750e-05  9.42220999e-05  4.66873227e-05
  1.05287456e-04 -8.38080716e-05  9.86546475e-06  1.80500403e-04
  1.07849835e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16834425  0.26756456  0.34774011  0.17239109  0.38867203 -0.3094691
  0.03643726  0.66632406  0.39799616]
L2 term: [ 4.56217474e-05  7.25107216e-05  9.42385125e-05  4.67184521e-05
  1.05331173e-04 -8.38669654e-05  9.87459625e-06  1.80575626e-04
  1.07858037e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16831192  0.26748321  0.34780007  0.17250552  0.38883198 -0.30968497
  0.0364708   0.66659946  0.39802599]
L2 term: [ 4.56129868e-05  7.24886748e-05  9.42547627e-05  4.67494635e-05
  1.05374521e-04 -8.39254675e-05  9.88368697e-06  1.80650261e-04
  1.07866122e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16827971  0.26740225  0.34785945  0.17261952  0.38899059 -0.30989941
  0.0365042   0.6668727   0.39805539]
L2 term: [ 4.56042573e-05  7.24667345e-05  9.42708525e-05  4.67803573e-05
  1.05417504e-04 -8.39835809e-05  9.89273686e-06  1.80724310e-04
  1.07874090e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16824761  0.26732168  0.34791823  0.17273308  0.38914786 -0.31011243
  0.03653744  0.6671438   0.39808437]
L2 term: [ 4.55955592e-05  7.24449007e-05  9.42867834e-05  4.68111338e-05
  1.05460125e-04 -8.40413087e-05  9.90174588e-06  1.80797778e-04
  1.07881944e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16821563  0.26724151  0.34797644  0.17284622  0.38930381 -0.31032403
  0.03657053  0.66741278  0.39811294]
L2 term: [ 4.55868926e-05  7.24231733e-05  9.43025570e-05  4.68417934e-05
  1.05502388e-04 -8.40986539e-05  9.91071400e-06  1.80870671e-04
  1.07889684e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16818377  0.26716173  0.34803407  0.17295892  0.38945845 -0.31053424
  0.03660348  0.66767964  0.39814109]
L2 term: [ 4.55782576e-05  7.24015524e-05  9.43181751e-05  4.68723364e-05
  1.05544296e-04 -8.41556196e-05  9.91964121e-06  1.80942991e-04
  1.07897313e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16815203  0.26708234  0.34809113  0.1730712   0.38961179 -0.31074305
  0.03663627  0.66794441  0.39816883]
L2 term: [ 4.55696546e-05  7.23800377e-05  9.43336391e-05  4.69027632e-05
  1.05585851e-04 -8.42122086e-05  9.92852746e-06  1.81014744e-04
  1.07904832e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1681204   0.26700334  0.34814763  0.17318304  0.38976384 -0.31095048
  0.03666891  0.6682071   0.39819618]
L2 term: [ 4.55610836e-05  7.23586294e-05  9.43489508e-05  4.69330742e-05
  1.05627057e-04 -8.42684241e-05  9.93737275e-06  1.81085934e-04
  1.07912243e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16808889  0.26692474  0.34820357  0.17329446  0.38991462 -0.31115655
  0.03670139  0.66846772  0.39822313]
L2 term: [ 4.55525448e-05  7.23373273e-05  9.43641116e-05  4.69632696e-05
  1.05667918e-04 -8.43242688e-05  9.94617706e-06  1.81156565e-04
  1.07919547e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1680575   0.26684652  0.34825896  0.17340546  0.39006413 -0.31136126
  0.03673373  0.66872631  0.39824969]
L2 term: [ 4.55440383e-05  7.23161312e-05  9.43791232e-05  4.69933499e-05
  1.05708435e-04 -8.43797457e-05  9.95494038e-06  1.81226641e-04
  1.07926745e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16802623  0.2667687   0.34831381  0.17351603  0.39021238 -0.31156462
  0.03676592  0.66898285  0.39827587]
L2 term: [ 4.55355643e-05  7.22950412e-05  9.43939871e-05  4.70233155e-05
  1.05748613e-04 -8.44348576e-05  9.96366271e-06  1.81296166e-04
  1.07933839e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16799508  0.26669127  0.34836812  0.17362618  0.3903594  -0.31176665
  0.03679795  0.66923739  0.39830167]
L2 term: [ 4.55271230e-05  7.22740570e-05  9.44087048e-05  4.70531666e-05
  1.05788454e-04 -8.44896073e-05  9.97234403e-06  1.81365145e-04
  1.07940831e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16796406  0.26661423  0.34842189  0.17373591  0.39050518 -0.31196735
  0.03682983  0.66948992  0.3983271 ]
L2 term: [ 4.55187144e-05  7.22531787e-05  9.44232778e-05  4.70829036e-05
  1.05827962e-04 -8.45439978e-05  9.98098436e-06  1.81433582e-04
  1.07947723e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16793315  0.26653758  0.34847514  0.17384522  0.39064974 -0.31216674
  0.03686156  0.66974046  0.39835216]
L2 term: [ 4.55103387e-05  7.22324059e-05  9.44377075e-05  4.71125270e-05
  1.05867139e-04 -8.45980318e-05  9.98958369e-06  1.81501480e-04
  1.07954514e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16790237  0.26646132  0.34852786  0.17395412  0.39079309 -0.31236482
  0.03689314  0.66998903  0.39837686]
L2 term: [ 4.55019960e-05  7.22117388e-05  9.44519956e-05  4.71420370e-05
  1.05905988e-04 -8.46517120e-05  9.99814203e-06  1.81568844e-04
  1.07961207e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1678717   0.26638544  0.34858007  0.17406259  0.39093525 -0.3125616
  0.03692457  0.67023565  0.3984012 ]
L2 term: [ 4.54936865e-05  7.21911770e-05  9.44661434e-05  4.71714340e-05
  1.05944512e-04 -8.47050412e-05  1.00066594e-05  1.81635678e-04
  1.07967804e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16784116  0.26630996  0.34863176  0.17417065  0.39107622 -0.3127571
  0.03695585  0.67048033  0.39842519]
L2 term: [ 4.54854102e-05  7.21707204e-05  9.44801523e-05  4.72007185e-05
  1.05982714e-04 -8.47580221e-05  1.00151358e-05  1.81701985e-04
  1.07974305e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16781075  0.26623486  0.34868295  0.1742783   0.391216   -0.31295133
  0.03698698  0.67072307  0.39844883]
L2 term: [ 4.54771673e-05  7.21503689e-05  9.44940239e-05  4.72298907e-05
  1.06020597e-04 -8.48106575e-05  1.00235713e-05  1.81767771e-04
  1.07980713e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16778045  0.26616015  0.34873363  0.17438553  0.39135463 -0.31314429
  0.03701795  0.67096391  0.39847213]
L2 term: [ 4.54689579e-05  7.21301224e-05  9.45077594e-05  4.72589510e-05
  1.06058164e-04 -8.48629499e-05  1.00319658e-05  1.81833038e-04
  1.07987027e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16775029  0.26608583  0.34878382  0.17449235  0.39149209 -0.31333599
  0.03704878  0.67120285  0.39849509]
L2 term: [ 4.54607820e-05  7.21099806e-05  9.45213604e-05  4.72878999e-05
  1.06095418e-04 -8.49149020e-05  1.00403195e-05  1.81897790e-04
  1.07993250e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16772024  0.26601189  0.34883352  0.17459876  0.39162841 -0.31352645
  0.03707945  0.6714399   0.39851772]
L2 term: [ 4.54526398e-05  7.20899433e-05  9.45348281e-05  4.73167376e-05
  1.06132360e-04 -8.49665165e-05  1.00486323e-05  1.81962032e-04
  1.07999383e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16769032  0.26593834  0.34888273  0.17470476  0.39176359 -0.31371567
  0.03710998  0.67167508  0.39854003]
L2 term: [ 4.54445313e-05  7.20700105e-05  9.45481640e-05  4.73454646e-05
  1.06168995e-04 -8.50177959e-05  1.00569043e-05  1.82025768e-04
  1.08005427e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16766052  0.26586517  0.34893145  0.17481036  0.39189765 -0.31390366
  0.03714035  0.67190841  0.39856201]
L2 term: [ 4.54364566e-05  7.20501819e-05  9.45613693e-05  4.73740812e-05
  1.06205325e-04 -8.50687429e-05  1.00651354e-05  1.82089000e-04
  1.08011384e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16763085  0.26579239  0.3489797   0.17491555  0.39203059 -0.31409044
  0.03717057  0.6721399   0.39858367]
L2 term: [ 4.54284159e-05  7.20304573e-05  9.45744455e-05  4.74025878e-05
  1.06241352e-04 -8.51193599e-05  1.00733258e-05  1.82151734e-04
  1.08017254e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16760131  0.26571999  0.34902748  0.17502033  0.39216242 -0.31427601
  0.03720064  0.67236956  0.39860501]
L2 term: [ 4.54204091e-05  7.20108365e-05  9.45873938e-05  4.74309848e-05
  1.06277079e-04 -8.51696495e-05  1.00814755e-05  1.82213972e-04
  1.08023039e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16757189  0.26564797  0.3490748   0.17512472  0.39229316 -0.31446038
  0.03723057  0.6725974   0.39862605]
L2 term: [ 4.54124364e-05  7.19913193e-05  9.46002156e-05  4.74592725e-05
  1.06312509e-04 -8.52196143e-05  1.00895846e-05  1.82275718e-04
  1.08028740e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1675426   0.26557633  0.34912165  0.1752287   0.39242281 -0.31464356
  0.03726034  0.67282344  0.39864678]
L2 term: [ 4.54044978e-05  7.19719054e-05  9.46129121e-05  4.74874513e-05
  1.06347645e-04 -8.52692566e-05  1.00976529e-05  1.82336977e-04
  1.08034359e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16751343  0.26550507  0.34916804  0.17533227  0.39255138 -0.31482556
  0.03728996  0.6730477   0.39866722]
L2 term: [ 4.53965933e-05  7.19525948e-05  9.46254846e-05  4.75155216e-05
  1.06382489e-04 -8.53185790e-05  1.01056808e-05  1.82397751e-04
  1.08039896e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16748439  0.2654342   0.34921398  0.17543545  0.39267889 -0.31500638
  0.03731944  0.67327019  0.39868735]
L2 term: [ 4.53887232e-05  7.19333870e-05  9.46379344e-05  4.75434837e-05
  1.06417043e-04 -8.53675839e-05  1.01136680e-05  1.82458045e-04
  1.08045352e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16745547  0.2653637   0.34925947  0.17553824  0.39280534 -0.31518605
  0.03734876  0.67349091  0.39870719]
L2 term: [ 4.53808873e-05  7.19142820e-05  9.46502627e-05  4.75713381e-05
  1.06451311e-04 -8.54162738e-05  1.01216148e-05  1.82517862e-04
  1.08050729e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16742669  0.26529358  0.34930452  0.17564062  0.39293074 -0.31536456
  0.03737793  0.67370989  0.39872675]
L2 term: [ 4.53730857e-05  7.18952795e-05  9.46624707e-05  4.75990852e-05
  1.06485294e-04 -8.54646510e-05  1.01295212e-05  1.82577205e-04
  1.08056028e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16739803  0.26522384  0.34934913  0.17574262  0.39305509 -0.31554193
  0.03740696  0.67392713  0.39874601]
L2 term: [ 4.53653185e-05  7.18763791e-05  9.46745598e-05  4.76267252e-05
  1.06518996e-04 -8.55127179e-05  1.01373873e-05  1.82636078e-04
  1.08061251e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16736949  0.26515447  0.3493933   0.17584421  0.39317842 -0.31571816
  0.03743584  0.67414265  0.398765  ]
L2 term: [ 4.53575857e-05  7.18575808e-05  9.46865310e-05  4.76542586e-05
  1.06552418e-04 -8.55604769e-05  1.01452130e-05  1.82694485e-04
  1.08066397e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16734108  0.26508548  0.34943704  0.17594542  0.39330073 -0.31589326
  0.03746456  0.67435647  0.39878372]
L2 term: [ 4.53498874e-05  7.18388842e-05  9.46983856e-05  4.76816857e-05
  1.06585564e-04 -8.56079303e-05  1.01529985e-05  1.82752430e-04
  1.08071468e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16731281  0.26501687  0.34948036  0.17604624  0.39342203 -0.31606725
  0.03749314  0.67456859  0.39880216]
L2 term: [ 4.53422236e-05  7.18202890e-05  9.47101247e-05  4.77090070e-05
  1.06618435e-04 -8.56550805e-05  1.01607439e-05  1.82809915e-04
  1.08076465e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16728465  0.26494862  0.34952326  0.17614666  0.39354232 -0.31624012
  0.03752158  0.67477902  0.39882033]
L2 term: [ 4.53345943e-05  7.18017951e-05  9.47217496e-05  4.77362228e-05
  1.06651034e-04 -8.57019296e-05  1.01684492e-05  1.82866944e-04
  1.08081390e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16725663  0.26488075  0.34956573  0.1762467   0.39366161 -0.31641189
  0.03754986  0.67498779  0.39883823]
L2 term: [ 4.53269996e-05  7.17834021e-05  9.47332613e-05  4.77633334e-05
  1.06683364e-04 -8.57484801e-05  1.01761144e-05  1.82923521e-04
  1.08086243e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16722873  0.26481326  0.3496078   0.17634635  0.39377992 -0.31658257
  0.037578    0.6751949   0.39885588]
L2 term: [ 4.53194394e-05  7.17651098e-05  9.47446611e-05  4.77903394e-05
  1.06715426e-04 -8.57947342e-05  1.01837397e-05  1.82979648e-04
  1.08091025e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16720096  0.26474613  0.34964946  0.17644562  0.39389726 -0.31675216
  0.03760599  0.67540037  0.39887327]
L2 term: [ 4.53119139e-05  7.17469179e-05  9.47559501e-05  4.78172409e-05
  1.06747224e-04 -8.58406941e-05  1.01913252e-05  1.83035330e-04
  1.08095737e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16717332  0.26467937  0.34969071  0.1765445   0.39401362 -0.31692068
  0.03763383  0.6756042   0.3988904 ]
L2 term: [ 4.53044229e-05  7.17288261e-05  9.47671293e-05  4.78440385e-05
  1.06778759e-04 -8.58863620e-05  1.01988708e-05  1.83090570e-04
  1.08100381e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16714581  0.26461298  0.34973156  0.176643    0.39412903 -0.31708812
  0.03766153  0.67580642  0.39890729]
L2 term: [ 4.52969665e-05  7.17108341e-05  9.47781999e-05  4.78707325e-05
  1.06810034e-04 -8.59317401e-05  1.02063767e-05  1.83145371e-04
  1.08104957e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16711842  0.26454695  0.34977201  0.17674112  0.39424348 -0.31725451
  0.03768908  0.67600702  0.39892393]
L2 term: [ 4.52895448e-05  7.16929416e-05  9.47891630e-05  4.78973233e-05
  1.06841051e-04 -8.59768307e-05  1.02138430e-05  1.83199736e-04
  1.08109466e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16709116  0.2644813   0.34981207  0.17683886  0.39435699 -0.31741984
  0.03771649  0.67620604  0.39894032]
L2 term: [ 4.52821577e-05  7.16751485e-05  9.48000196e-05  4.79238112e-05
  1.06871812e-04 -8.60216358e-05  1.02212698e-05  1.83253668e-04
  1.08113909e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16706403  0.26441601  0.34985174  0.17693623  0.39446956 -0.31758412
  0.03774374  0.67640346  0.39895648]
L2 term: [ 4.52748052e-05  7.16574542e-05  9.48107709e-05  4.79501967e-05
  1.06902320e-04 -8.60661577e-05  1.02286571e-05  1.83307172e-04
  1.08118287e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16703703  0.26435108  0.34989103  0.17703321  0.39458121 -0.31774737
  0.03777086  0.67659932  0.3989724 ]
L2 term: [ 4.52674874e-05  7.16398587e-05  9.48214178e-05  4.79764800e-05
  1.06932577e-04 -8.61103984e-05  1.02360050e-05  1.83360249e-04
  1.08122602e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16701015  0.26428651  0.34992994  0.17712982  0.39469194 -0.31790959
  0.03779783  0.67679361  0.39898809]
L2 term: [ 4.52602042e-05  7.16223615e-05  9.48319615e-05  4.80026617e-05
  1.06962584e-04 -8.61543601e-05  1.02433137e-05  1.83412904e-04
  1.08126853e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16698341  0.26422231  0.34996847  0.17722606  0.39480175 -0.31807079
  0.03782465  0.67698636  0.39900355]
L2 term: [ 4.52529556e-05  7.16049623e-05  9.48424030e-05  4.80287420e-05
  1.06992345e-04 -8.61980448e-05  1.02505831e-05  1.83465139e-04
  1.08131042e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16695679  0.26415847  0.35000662  0.17732192  0.39491067 -0.31823097
  0.03785133  0.67717757  0.39901878]
L2 term: [ 4.52457417e-05  7.15876609e-05  9.48527433e-05  4.80547214e-05
  1.07021861e-04 -8.62414546e-05  1.02578135e-05  1.83516958e-04
  1.08135170e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16693029  0.26409499  0.35004441  0.17741741  0.39501868 -0.31839014
  0.03787787  0.67736726  0.39903379]
L2 term: [ 4.52385623e-05  7.15704569e-05  9.48629834e-05  4.80806002e-05
  1.07051134e-04 -8.62845917e-05  1.02650049e-05  1.83568363e-04
  1.08139238e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16690393  0.26403186  0.35008183  0.17751254  0.39512582 -0.31854832
  0.03790426  0.67755543  0.39904858]
L2 term: [ 4.52314175e-05  7.15533500e-05  9.48731243e-05  4.81063788e-05
  1.07080167e-04 -8.63274579e-05  1.02721574e-05  1.83619359e-04
  1.08143245e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16687769  0.26396909  0.35011889  0.17760729  0.39523207 -0.3187055
  0.03793051  0.6777421   0.39906315]
L2 term: [ 4.52243073e-05  7.15363400e-05  9.48831670e-05  4.81320576e-05
  1.07108962e-04 -8.63700554e-05  1.02792710e-05  1.83669947e-04
  1.08147194e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16685158  0.26390668  0.35015559  0.17770168  0.39533745 -0.3188617
  0.03795662  0.67792728  0.39907751]
L2 term: [ 4.52172316e-05  7.15194264e-05  9.48931125e-05  4.81576370e-05
  1.07137520e-04 -8.64123861e-05  1.02863460e-05  1.83720131e-04
  1.08151086e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1668256   0.26384463  0.35019193  0.1777957   0.39544196 -0.31901693
  0.03798258  0.67811098  0.39909165]
L2 term: [ 4.52101904e-05  7.15026089e-05  9.49029618e-05  4.81831173e-05
  1.07165844e-04 -8.64544521e-05  1.02933824e-05  1.83769914e-04
  1.08154920e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16679975  0.26378292  0.35022792  0.17788936  0.39554562 -0.31917118
  0.0380084   0.67829322  0.3991056 ]
L2 term: [ 4.52031837e-05  7.14858873e-05  9.49127158e-05  4.82084989e-05
  1.07193936e-04 -8.64962553e-05  1.03003803e-05  1.83819300e-04
  1.08158698e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16677402  0.26372157  0.35026357  0.17798266  0.39564843 -0.31932447
  0.03803408  0.67847399  0.39911933]
L2 term: [ 4.51962115e-05  7.14692611e-05  9.49223755e-05  4.82337822e-05
  1.07221798e-04 -8.65377976e-05  1.03073397e-05  1.83868290e-04
  1.08162420e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16674842  0.26366057  0.35029887  0.17807559  0.3957504  -0.31947681
  0.03805962  0.67865332  0.39913287]
L2 term: [ 4.51892738e-05  7.14527302e-05  9.49319418e-05  4.82589676e-05
  1.07249431e-04 -8.65790810e-05  1.03142609e-05  1.83916888e-04
  1.08166088e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16672295  0.26359992  0.35033382  0.17816816  0.39585153 -0.3196282
  0.03808502  0.67883121  0.3991462 ]
L2 term: [ 4.51823704e-05  7.14362940e-05  9.49414157e-05  4.82840554e-05
  1.07276839e-04 -8.66201074e-05  1.03211439e-05  1.83965098e-04
  1.08169702e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1666976   0.26353962  0.35036844  0.17826038  0.39595184 -0.31977864
  0.03811028  0.67900768  0.39915934]
L2 term: [ 4.51755014e-05  7.14199523e-05  9.49507980e-05  4.83090460e-05
  1.07304022e-04 -8.66608787e-05  1.03279889e-05  1.84012921e-04
  1.08173263e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16667238  0.26347967  0.35040273  0.17835224  0.39605133 -0.31992815
  0.0381354   0.67918273  0.39917229]
L2 term: [ 4.51686667e-05  7.14037048e-05  9.49600897e-05  4.83339398e-05
  1.07330983e-04 -8.67013968e-05  1.03347959e-05  1.84060361e-04
  1.08176772e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16664729  0.26342006  0.35043669  0.17844374  0.39615    -0.32007674
  0.03816037  0.67935638  0.39918504]
L2 term: [ 4.51618663e-05  7.13875511e-05  9.49692917e-05  4.83587372e-05
  1.07357723e-04 -8.67416635e-05  1.03415650e-05  1.84107420e-04
  1.08180228e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16662232  0.2633608   0.35047031  0.17853489  0.39624786 -0.3202244
  0.03818521  0.67952864  0.39919761]
L2 term: [ 4.51551001e-05  7.13714909e-05  9.49784049e-05  4.83834385e-05
  1.07384245e-04 -8.67816808e-05  1.03482964e-05  1.84154102e-04
  1.08183635e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16659748  0.26330188  0.35050362  0.17862568  0.39634493 -0.32037115
  0.03820991  0.67969951  0.39920999]
L2 term: [ 4.51483682e-05  7.13555237e-05  9.49874301e-05  4.84080442e-05
  1.07410551e-04 -8.68214505e-05  1.03549902e-05  1.84200410e-04
  1.08186990e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16657276  0.26324331  0.3505366   0.17871613  0.39644121 -0.320517
  0.03823448  0.67986901  0.3992222 ]
L2 term: [ 4.51416703e-05  7.13396494e-05  9.49963683e-05  4.84325545e-05
  1.07436642e-04 -8.68609744e-05  1.03616465e-05  1.84246345e-04
  1.08190297e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16654817  0.26318507  0.35056926  0.17880622  0.3965367  -0.32066194
  0.0382589   0.68003715  0.39923422]
L2 term: [ 4.51350066e-05  7.13238674e-05  9.50052203e-05  4.84569699e-05
  1.07462520e-04 -8.69002542e-05  1.03682654e-05  1.84291912e-04
  1.08193555e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16652371  0.26312718  0.35060161  0.17889596  0.39663141 -0.32080599
  0.03828319  0.68020394  0.39924606]
L2 term: [ 4.51283769e-05  7.13081775e-05  9.50139869e-05  4.84812907e-05
  1.07488187e-04 -8.69392919e-05  1.03748470e-05  1.84337112e-04
  1.08196764e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16649937  0.26306962  0.35063365  0.17898536  0.39672535 -0.32094915
  0.03830733  0.68036939  0.39925773]
L2 term: [ 4.51217813e-05  7.12925794e-05  9.50226690e-05  4.85055173e-05
  1.07513645e-04 -8.69780891e-05  1.03813915e-05  1.84381949e-04
  1.08199927e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16647516  0.2630124   0.35066538  0.17907441  0.39681852 -0.32109143
  0.03833135  0.68053351  0.39926923]
L2 term: [ 4.51152195e-05  7.12770726e-05  9.50312674e-05  4.85296501e-05
  1.07538895e-04 -8.70166477e-05  1.03878989e-05  1.84426425e-04
  1.08203043e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17232814  0.28403442  0.30686602  0.1412736   0.29979504 -0.20953302
  0.02951476  0.53248705  0.36294811]
L2 term: [ 4.67013923e-05  7.69740985e-05  8.31615241e-05  3.82855277e-05
  8.12452692e-05 -5.67840158e-05  7.99858096e-06  1.44305435e-04
  9.83599202e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17238237  0.28408025  0.30737023  0.14143816  0.30077556 -0.21056321
  0.02951269  0.53382305  0.36348559]
L2 term: [ 4.67160886e-05  7.69865189e-05  8.32981662e-05  3.83301256e-05
  8.15109909e-05 -5.70632003e-05  7.99801840e-06  1.44667493e-04
  9.85055812e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17243449  0.28412155  0.30786862  0.14160359  0.30174638 -0.21158355
  0.02951173  0.53514786  0.36401503]
L2 term: [ 4.67302130e-05  7.69977107e-05  8.34332294e-05  3.83749570e-05
  8.17740863e-05 -5.73397148e-05  7.99775898e-06  1.45026520e-04
  9.86490593e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17248454  0.28415843  0.30836125  0.14176985  0.30270762 -0.21259416
  0.02951187  0.53646161  0.36453654]
L2 term: [ 4.67437774e-05  7.70077038e-05  8.35667343e-05  3.84200130e-05
  8.20345853e-05 -5.76135930e-05  7.99779765e-06  1.45382550e-04
  9.87903902e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17253257  0.28419099  0.30884821  0.1419369   0.30365939 -0.21359516
  0.0295131   0.5377644   0.36505026]
L2 term: [ 4.67567932e-05  7.70165275e-05  8.36987009e-05  3.84652852e-05
  8.22925169e-05 -5.78848678e-05  7.99812940e-06  1.45735611e-04
  9.89296086e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17257861  0.28421934  0.30932956  0.14210472  0.30460179 -0.21458668
  0.02951538  0.53905636  0.3655563 ]
L2 term: [ 4.67692716e-05  7.70242104e-05  8.38291491e-05  3.85107650e-05
  8.25479101e-05 -5.81535719e-05  7.99874926e-06  1.46085734e-04
  9.90667488e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17262271  0.28424358  0.30980538  0.14227328  0.30553493 -0.21556883
  0.02951872  0.54033758  0.36605481]
L2 term: [ 4.67812235e-05  7.70307803e-05  8.39580983e-05  3.85564441e-05
  8.28007932e-05 -5.84197371e-05  7.99965227e-06  1.46432949e-04
  9.92018444e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17266491  0.28426382  0.31027575  0.14244254  0.30645891 -0.21654173
  0.02952308  0.54160818  0.36654589]
L2 term: [ 4.67926597e-05  7.70362646e-05  8.40855678e-05  3.86023146e-05
  8.30511944e-05 -5.86833951e-05  8.00083354e-06  1.46777284e-04
  9.93349283e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17270525  0.28428015  0.31074072  0.14261248  0.30737383 -0.21750549
  0.02952844  0.54286826  0.36702966]
L2 term: [ 4.68035908e-05  7.70406899e-05  8.42115764e-05  3.86483682e-05
  8.32991412e-05 -5.89445767e-05  8.00228818e-06  1.47118769e-04
  9.94660329e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17274376  0.28429266  0.31120037  0.14278306  0.3082798  -0.21846022
  0.0295348   0.54411792  0.36750625]
L2 term: [ 4.68140268e-05  7.70440823e-05  8.43361427e-05  3.86945972e-05
  8.35446609e-05 -5.92033125e-05  8.00401137e-06  1.47457432e-04
  9.95951899e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17278048  0.28430146  0.31165476  0.14295427  0.30917691 -0.21940604
  0.02954213  0.54535728  0.36797577]
L2 term: [ 4.68239781e-05  7.70464672e-05  8.44592850e-05  3.87409940e-05
  8.37877806e-05 -5.94596325e-05  8.00599831e-06  1.47793300e-04
  9.97224303e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17281545  0.28430664  0.31210397  0.14312606  0.31006526 -0.22034306
  0.02955042  0.54658642  0.36843833]
L2 term: [ 4.68334543e-05  7.70478695e-05  8.45810212e-05  3.87875508e-05
  8.40285268e-05 -5.97135662e-05  8.00824424e-06  1.48126401e-04
  9.98477848e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1728487   0.28430828  0.31254805  0.14329842  0.31094496 -0.22127138
  0.02955965  0.54780545  0.36889404]
L2 term: [ 4.68424651e-05  7.70483135e-05  8.47013692e-05  3.88342604e-05
  8.42669256e-05 -5.99651427e-05  8.01074447e-06  1.48456762e-04
  9.99712833e-05]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17288026  0.28430647  0.31298708  0.14347132  0.31181608 -0.2221911
  0.02956979  0.54901447  0.369343  ]
L2 term: [ 4.68510199e-05  7.70478231e-05  8.48203464e-05  3.88811155e-05
  8.45030030e-05 -6.02143908e-05  8.01349431e-06  1.48784410e-04
  1.00092955e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17291018  0.2843013   0.31342111  0.14364472  0.31267874 -0.22310234
  0.02958084  0.55021358  0.36978534]
L2 term: [ 4.68591281e-05  7.70464215e-05  8.49379700e-05  3.89281089e-05
  8.47367846e-05 -6.04613384e-05  8.01648914e-06  1.49109371e-04
  1.00212830e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17293849  0.28429285  0.31385021  0.14381861  0.31353301 -0.22400519
  0.02959278  0.55140286  0.37022115]
L2 term: [ 4.68667986e-05  7.70441315e-05  8.50542570e-05  3.89752337e-05
  8.49682954e-05 -6.07060134e-05  8.01972439e-06  1.49431670e-04
  1.00330935e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17296521  0.2842812   0.31427444  0.14399296  0.314379   -0.22489975
  0.02960559  0.55258242  0.37065053]
L2 term: [ 4.68740404e-05  7.70409752e-05  8.51692240e-05  3.90224830e-05
  8.51975603e-05 -6.09484431e-05  8.02319552e-06  1.49751333e-04
  1.00447298e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17299038  0.28426644  0.31469386  0.14416775  0.31521679 -0.22578613
  0.02961925  0.55375234  0.37107359]
L2 term: [ 4.68808622e-05  7.70369744e-05  8.52828875e-05  3.90698501e-05
  8.54246040e-05 -6.11886543e-05  8.02689803e-06  1.50068386e-04
  1.00561948e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17301404  0.28424864  0.31510852  0.14434294  0.31604647 -0.22666443
  0.02963375  0.55491273  0.37149042]
L2 term: [ 4.68872724e-05  7.70321504e-05  8.53952638e-05  3.91173286e-05
  8.56494505e-05 -6.14266735e-05  8.03082748e-06  1.50382852e-04
  1.00674911e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1730362   0.28422787  0.3155185   0.14451852  0.31686814 -0.22753472
  0.02964907  0.55606365  0.37190112]
L2 term: [ 4.68932794e-05  7.70265240e-05  8.55063687e-05  3.91649119e-05
  8.58721238e-05 -6.16625268e-05  8.03497948e-06  1.50694757e-04
  1.00786212e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17305691  0.28420423  0.31592384  0.14469447  0.31768187 -0.22839713
  0.0296652   0.55720522  0.3723058 ]
L2 term: [ 4.68988914e-05  7.70201156e-05  8.56162181e-05  3.92125937e-05
  8.60926476e-05 -6.18962398e-05  8.03934967e-06  1.51004125e-04
  1.00895879e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17307619  0.28417777  0.31632461  0.14487076  0.31848776 -0.22925172
  0.02968212  0.55833751  0.37270453]
L2 term: [ 4.69041165e-05  7.70129449e-05  8.57248274e-05  3.92603680e-05
  8.63110450e-05 -6.21278378e-05  8.04393375e-06  1.51310979e-04
  1.01003937e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17309407  0.28414857  0.31672086  0.14504736  0.31928588 -0.23009861
  0.0296998   0.55946061  0.37309741]
L2 term: [ 4.69089625e-05  7.70050316e-05  8.58322120e-05  3.93082287e-05
  8.65273392e-05 -6.23573456e-05  8.04872746e-06  1.51615343e-04
  1.01110410e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17311058  0.2841167   0.31711265  0.14522427  0.32007633 -0.23093787
  0.02971825  0.56057461  0.37348455]
L2 term: [ 4.69134372e-05  7.69963945e-05  8.59383869e-05  3.93561699e-05
  8.67415527e-05 -6.25847877e-05  8.05372659e-06  1.51917240e-04
  1.01215324e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17312575  0.28408222  0.31750002  0.14540145  0.32085918 -0.23176959
  0.02973744  0.56167959  0.37386601]
L2 term: [ 4.69175481e-05  7.69870524e-05  8.60433670e-05  3.94041858e-05
  8.69537080e-05 -6.28101883e-05  8.05892699e-06  1.52216692e-04
  1.01318702e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17313961  0.28404522  0.31788305  0.14557888  0.32163452 -0.23259388
  0.02975736  0.56277564  0.3742419 ]
L2 term: [ 4.69213026e-05  7.69770235e-05  8.61471669e-05  3.94522708e-05
  8.71638272e-05 -6.30335710e-05  8.06432453e-06  1.52513723e-04
  1.01420568e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17315217  0.28400574  0.31826177  0.14575655  0.32240243 -0.2334108
  0.02977799  0.56386283  0.37461229]
L2 term: [ 4.69247080e-05  7.69663256e-05  8.62498011e-05  3.95004194e-05
  8.73719321e-05 -6.32549593e-05  8.06991516e-06  1.52808354e-04
  1.01520946e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17316348  0.28396386  0.31863624  0.14593443  0.32316298 -0.23422045
  0.02979931  0.56494124  0.37497727]
L2 term: [ 4.69277716e-05  7.69549761e-05  8.63512839e-05  3.95486261e-05
  8.75780444e-05 -6.34743762e-05  8.07569486e-06  1.53100608e-04
  1.01619858e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17317355  0.28391964  0.31900651  0.14611251  0.32391626 -0.23502291
  0.02982132  0.56601097  0.37533693]
L2 term: [ 4.69305002e-05  7.69429921e-05  8.64516293e-05  3.95968858e-05
  8.77821852e-05 -6.36918443e-05  8.08165965e-06  1.53390507e-04
  1.01717327e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1731824   0.28387314  0.31937264  0.14629076  0.32466235 -0.23581825
  0.029844    0.56707208  0.37569135]
L2 term: [ 4.69329008e-05  7.69303903e-05  8.65508512e-05  3.96451931e-05
  8.79843757e-05 -6.39073861e-05  8.08780563e-06  1.53678071e-04
  1.01813374e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17319008  0.28382442  0.31973467  0.14646917  0.32540131 -0.23660658
  0.02986734  0.56812466  0.37604061]
L2 term: [ 4.69349802e-05  7.69171871e-05  8.66489632e-05  3.96935432e-05
  8.81846366e-05 -6.41210234e-05  8.09412892e-06  1.53963321e-04
  1.01908023e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17319659  0.28377354  0.32009266  0.14664773  0.32613323 -0.23738795
  0.02989131  0.56916877  0.37638478]
L2 term: [ 4.69367449e-05  7.69033983e-05  8.67459787e-05  3.97419310e-05
  8.83829884e-05 -6.43327781e-05  8.10062569e-06  1.54246280e-04
  1.02001294e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17320196  0.28372056  0.32044665  0.1468264   0.32685818 -0.23816246
  0.02991591  0.57020451  0.37672394]
L2 term: [ 4.69382015e-05  7.68890398e-05  8.68419112e-05  3.97903518e-05
  8.85794514e-05 -6.45426715e-05  8.10729218e-06  1.54526967e-04
  1.02093208e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17320623  0.28366553  0.32079669  0.14700518  0.32757623 -0.23893017
  0.02994112  0.57123193  0.37705817]
L2 term: [ 4.69393564e-05  7.68741267e-05  8.69367737e-05  3.98388008e-05
  8.87740455e-05 -6.47507245e-05  8.11412465e-06  1.54805402e-04
  1.02183786e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1732094   0.28360851  0.32114284  0.14718404  0.32828746 -0.23969118
  0.02996693  0.57225113  0.37738755]
L2 term: [ 4.69402158e-05  7.68586742e-05  8.70305791e-05  3.98872735e-05
  8.89667905e-05 -6.49569580e-05  8.12111942e-06  1.55081607e-04
  1.02273049e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1732115   0.28354955  0.32148513  0.14736297  0.32899193 -0.24044554
  0.02999333  0.57326216  0.37771215]
L2 term: [ 4.69407859e-05  7.68426967e-05  8.71233403e-05  3.99357653e-05
  8.91577059e-05 -6.51613923e-05  8.12827288e-06  1.55355600e-04
  1.02361015e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17321256  0.28348871  0.32182361  0.14754196  0.32968973 -0.24119334
  0.0300203   0.57426511  0.37803203]
L2 term: [ 4.69410727e-05  7.68262088e-05  8.72150697e-05  3.99842718e-05
  8.93468110e-05 -6.53640477e-05  8.13558142e-06  1.55627401e-04
  1.02447705e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17321259  0.28342604  0.32215833  0.14772099  0.33038092 -0.24193464
  0.03004782  0.57526004  0.37834728]
L2 term: [ 4.69410821e-05  7.68092244e-05  8.73057799e-05  4.00327888e-05
  8.95341248e-05 -6.55649438e-05  8.14304152e-06  1.55897031e-04
  1.02533139e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17321163  0.28336158  0.32248933  0.14790004  0.33106557 -0.24266953
  0.0300759   0.57624703  0.37865796]
L2 term: [ 4.69408201e-05  7.67917573e-05  8.73954830e-05  4.00813121e-05
  8.97196662e-05 -6.57641003e-05  8.15064969e-06  1.56164507e-04
  1.02617335e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17320968  0.2832954   0.32281667  0.1480791   0.33174374 -0.24339807
  0.03010451  0.57722615  0.37896415]
L2 term: [ 4.69402922e-05  7.67738210e-05  8.74841912e-05  4.01298376e-05
  8.99034536e-05 -6.59615364e-05  8.15840249e-06  1.56429850e-04
  1.02700311e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17320677  0.28322753  0.32314037  0.14825815  0.33241552 -0.24412033
  0.03013363  0.57819745  0.3792659 ]
L2 term: [ 4.69395042e-05  7.67554286e-05  8.75719164e-05  4.01783613e-05
  9.00855054e-05 -6.61572711e-05  8.16629651e-06  1.56693077e-04
  1.02782087e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17320292  0.28315803  0.32346049  0.14843718  0.33308095 -0.24483638
  0.03016327  0.57916103  0.37956329]
L2 term: [ 4.69384615e-05  7.67365930e-05  8.76586703e-05  4.02268793e-05
  9.02658398e-05 -6.63513231e-05  8.17432842e-06  1.56954208e-04
  1.02862680e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17319816  0.28308694  0.32377707  0.14861618  0.33374011 -0.24554629
  0.03019341  0.58011693  0.37985638]
L2 term: [ 4.69371695e-05  7.67173269e-05  8.77444647e-05  4.02753878e-05
  9.04444747e-05 -6.65437108e-05  8.18249492e-06  1.57213260e-04
  1.02942108e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17319249  0.2830143   0.32409016  0.14879513  0.33439307 -0.24625013
  0.03022403  0.58106523  0.38014524]
L2 term: [ 4.69356337e-05  7.66976425e-05  8.78293108e-05  4.03238831e-05
  9.06214277e-05 -6.67344525e-05  8.19079273e-06  1.57470252e-04
  1.03020389e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17318594  0.28294017  0.32439978  0.14897401  0.33503988 -0.24694796
  0.03025512  0.58200599  0.38042992]
L2 term: [ 4.69338591e-05  7.66775521e-05  8.79132202e-05  4.03723616e-05
  9.07967164e-05 -6.69235660e-05  8.19921866e-06  1.57725202e-04
  1.03097539e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17317853  0.28286458  0.32470599  0.14915282  0.33568062 -0.24763984
  0.03028667  0.58293929  0.3807105 ]
L2 term: [ 4.69318510e-05  7.66570674e-05  8.79962038e-05  4.04208197e-05
  9.09703579e-05 -6.71110689e-05  8.20776954e-06  1.57978127e-04
  1.03173577e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17317028  0.28278758  0.32500883  0.14933155  0.33631534 -0.24832585
  0.03031867  0.58386518  0.38098703]
L2 term: [ 4.69296144e-05  7.66362001e-05  8.80782728e-05  4.04692540e-05
  9.11423694e-05 -6.72969788e-05  8.21644225e-06  1.58229045e-04
  1.03248517e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1731612   0.28270921  0.32530833  0.14951017  0.33694411 -0.24900604
  0.03035111  0.58478372  0.38125957]
L2 term: [ 4.69271541e-05  7.66149614e-05  8.81594380e-05  4.05176611e-05
  9.13127678e-05 -6.74813128e-05  8.22523371e-06  1.58477973e-04
  1.03322378e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17315131  0.28262951  0.32560453  0.14968868  0.33756699 -0.24968048
  0.03038398  0.58569499  0.38152819]
L2 term: [ 4.69244752e-05  7.65933625e-05  8.82397102e-05  4.05660378e-05
  9.14815696e-05 -6.76640877e-05  8.23414088e-06  1.58724929e-04
  1.03395174e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17314064  0.28254852  0.32589748  0.14986707  0.33818404 -0.25034923
  0.03041726  0.58659904  0.38179294]
L2 term: [ 4.69215824e-05  7.65714143e-05  8.83190999e-05  4.06143808e-05
  9.16487914e-05 -6.78453204e-05  8.24316079e-06  1.58969928e-04
  1.03466921e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17312919  0.28246628  0.32618721  0.15004532  0.33879532 -0.25101235
  0.03045095  0.58749593  0.38205388]
L2 term: [ 4.69184804e-05  7.65491274e-05  8.83976176e-05  4.06626871e-05
  9.18144494e-05 -6.80250272e-05  8.25229049e-06  1.59212989e-04
  1.03537636e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17311699  0.28238283  0.32647376  0.15022342  0.33940089 -0.2516699
  0.03048503  0.58838573  0.38231106]
L2 term: [ 4.69151737e-05  7.65265121e-05  8.84752736e-05  4.07109535e-05
  9.19785597e-05 -6.82032244e-05  8.26152708e-06  1.59454128e-04
  1.03607334e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17310405  0.28229821  0.32675717  0.15040136  0.3400008  -0.25232193
  0.0305195   0.5892685   0.38256455]
L2 term: [ 4.69116670e-05  7.65035788e-05  8.85520781e-05  4.07591772e-05
  9.21411382e-05 -6.83799279e-05  8.27086769e-06  1.59693361e-04
  1.03676029e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17309039  0.28221245  0.32703747  0.15057914  0.34059512 -0.25296852
  0.03055434  0.5901443   0.38281439]
L2 term: [ 4.69079646e-05  7.64803375e-05  8.86280412e-05  4.08073551e-05
  9.23022005e-05 -6.85551536e-05  8.28030952e-06  1.59930704e-04
  1.03743737e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17307602  0.28212558  0.32731471  0.15075674  0.3411839  -0.2536097
  0.03058955  0.59101318  0.38306064]
L2 term: [ 4.69040711e-05  7.64567978e-05  8.87031728e-05  4.08554846e-05
  9.24617623e-05 -6.87289171e-05  8.28984979e-06  1.60166173e-04
  1.03810472e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17306097  0.28203766  0.32758891  0.15093415  0.34176721 -0.25424555
  0.0306251   0.5918752   0.38330336]
L2 term: [ 4.68999905e-05  7.64329693e-05  8.87774827e-05  4.09035629e-05
  9.26198388e-05 -6.89012337e-05  8.29948576e-06  1.60399784e-04
  1.03876249e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17304523  0.2819487   0.32786012  0.15111136  0.34234508 -0.25487612
  0.030661    0.59273043  0.38354259]
L2 term: [ 4.68957273e-05  7.64088615e-05  8.88509805e-05  4.09515873e-05
  9.27764452e-05 -6.90721185e-05  8.30921475e-06  1.60631554e-04
  1.03941082e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17302884  0.28185874  0.32812836  0.15128836  0.34291759 -0.25550145
  0.03069724  0.59357892  0.38377839]
L2 term: [ 4.68912855e-05  7.63844834e-05  8.89236758e-05  4.09995551e-05
  9.29315965e-05 -6.92415865e-05  8.31903410e-06  1.60861497e-04
  1.04004984e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17301181  0.28176783  0.32839368  0.15146514  0.34348478 -0.25612162
  0.03073379  0.59442073  0.38401081]
L2 term: [ 4.68866692e-05  7.63598442e-05  8.89955781e-05  4.10474639e-05
  9.30853075e-05 -6.94096524e-05  8.32894121e-06  1.61089629e-04
  1.04067969e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17299415  0.28167597  0.32865611  0.1516417   0.34404672 -0.25673666
  0.03077066  0.59525591  0.38423989]
L2 term: [ 4.68818825e-05  7.63349525e-05  8.90666966e-05  4.10953112e-05
  9.32375929e-05 -6.95763307e-05  8.33893351e-06  1.61315964e-04
  1.04130052e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17297587  0.28158322  0.32891568  0.15181802  0.34460344 -0.25734664
  0.03080784  0.59608452  0.38446569]
L2 term: [ 4.68769292e-05  7.63098170e-05  8.91370406e-05  4.11430945e-05
  9.33884670e-05 -6.97416359e-05  8.34900846e-06  1.61540519e-04
  1.04191244e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17295699  0.28148961  0.32917242  0.15199409  0.34515501 -0.2579516
  0.03084531  0.59690661  0.38468826]
L2 term: [ 4.68718132e-05  7.62844460e-05  8.92066190e-05  4.11908115e-05
  9.35379443e-05 -6.99055821e-05  8.35916357e-06  1.61763309e-04
  1.04251560e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17293753  0.28139515  0.32942638  0.15216992  0.34570148 -0.2585516
  0.03088307  0.59772224  0.38490763]
L2 term: [ 4.68665384e-05  7.62588479e-05  8.92754410e-05  4.12384600e-05
  9.36860388e-05 -7.00681832e-05  8.36939640e-06  1.61984347e-04
  1.04311012e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17291749  0.28129988  0.32967757  0.15234548  0.3462429  -0.25914668
  0.03092111  0.59853146  0.38512387]
L2 term: [ 4.68611085e-05  7.62330307e-05  8.93435152e-05  4.12860377e-05
  9.38327646e-05 -7.02294531e-05  8.37970453e-06  1.62203648e-04
  1.04369613e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1728969   0.28120384  0.32992604  0.15252077  0.34677932 -0.25973691
  0.03095942  0.59933433  0.38533701]
L2 term: [ 4.68555271e-05  7.62070024e-05  8.94108505e-05  4.13335425e-05
  9.39781354e-05 -7.03894052e-05  8.39008557e-06  1.62421228e-04
  1.04427375e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17287575  0.28110704  0.33017181  0.15269579  0.34731079 -0.26032232
  0.03099798  0.6001309   0.3855471 ]
L2 term: [ 4.68497979e-05  7.61807705e-05  8.94774555e-05  4.13809721e-05
  9.41221650e-05 -7.05480531e-05  8.40053720e-06  1.62637099e-04
  1.04484310e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17285408  0.28100953  0.33041492  0.15287052  0.34783736 -0.26090296
  0.0310368   0.60092121  0.38575419]
L2 term: [ 4.68439244e-05  7.61543428e-05  8.95433386e-05  4.14283247e-05
  9.42648668e-05 -7.07054100e-05  8.41105712e-06  1.62851278e-04
  1.04540431e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17283189  0.28091131  0.3306554   0.15304496  0.34835908 -0.26147889
  0.03107586  0.60170533  0.38595832]
L2 term: [ 4.68379101e-05  7.61277267e-05  8.96085084e-05  4.14755982e-05
  9.44062542e-05 -7.08614890e-05  8.42164305e-06  1.63063776e-04
  1.04595750e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17280919  0.28081243  0.33089327  0.1532191   0.348876   -0.26205016
  0.03111516  0.60248331  0.38615953]
L2 term: [ 4.68317585e-05  7.61009293e-05  8.96729730e-05  4.15227907e-05
  9.45463404e-05 -7.10163030e-05  8.43229278e-06  1.63274609e-04
  1.04650278e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17278599  0.2807129   0.33112857  0.15339293  0.34938816 -0.2626168
  0.03115469  0.60325519  0.38635786]
L2 term: [ 4.68254728e-05  7.60739578e-05  8.97367407e-05  4.15699002e-05
  9.46851384e-05 -7.11698646e-05  8.44300410e-06  1.63483790e-04
  1.04704027e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17276232  0.28061276  0.33136133  0.15356645  0.34989562 -0.26317887
  0.03119443  0.60402102  0.38655336]
L2 term: [ 4.68190564e-05  7.60468192e-05  8.97998196e-05  4.16169250e-05
  9.48226612e-05 -7.13221866e-05  8.45377486e-06  1.63691333e-04
  1.04757008e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17273817  0.28051203  0.33159158  0.15373966  0.35039842 -0.26373641
  0.03123438  0.60478086  0.38674607]
L2 term: [ 4.68125127e-05  7.60195202e-05  8.98622176e-05  4.16638633e-05
  9.49589215e-05 -7.14732813e-05  8.46460294e-06  1.63897251e-04
  1.04809233e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17271357  0.28041073  0.33181935  0.15391253  0.35089661 -0.26428946
  0.03127454  0.60553475  0.38693603]
L2 term: [ 4.68058446e-05  7.59920675e-05  8.99239427e-05  4.17107132e-05
  9.50939319e-05 -7.16231609e-05  8.47548625e-06  1.64101558e-04
  1.04860712e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17268851  0.28030889  0.33204466  0.15408508  0.35139023 -0.26483808
  0.0313149   0.60628274  0.38712327]
L2 term: [ 4.67990555e-05  7.59644676e-05  8.99850027e-05  4.17574733e-05
  9.52277050e-05 -7.17718376e-05  8.48642274e-06  1.64304267e-04
  1.04911456e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17266303  0.28020652  0.33226755  0.15425728  0.35187933 -0.2653823
  0.03135544  0.60702489  0.38730785]
L2 term: [ 4.67921483e-05  7.59367269e-05  9.00454052e-05  4.18041417e-05
  9.53602530e-05 -7.19193233e-05  8.49741040e-06  1.64505390e-04
  1.04961476e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17263712  0.28010366  0.33248803  0.15442915  0.35236396 -0.26592217
  0.03139617  0.60776124  0.38748979]
L2 term: [ 4.67851262e-05  7.59088517e-05  9.01051579e-05  4.18507170e-05
  9.54915882e-05 -7.20656298e-05  8.50844722e-06  1.64704942e-04
  1.05010782e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17261079  0.28000033  0.33270615  0.15460066  0.35284416 -0.26645774
  0.03143707  0.60849183  0.38766913]
L2 term: [ 4.67779920e-05  7.58808480e-05  9.01642682e-05  4.18971976e-05
  9.56217226e-05 -7.22107687e-05  8.51953127e-06  1.64902934e-04
  1.05059385e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17258406  0.27989654  0.33292192  0.15477182  0.35331997 -0.26698903
  0.03147814  0.60921671  0.38784592]
L2 term: [ 4.67707488e-05  7.58527219e-05  9.02227436e-05  4.19435820e-05
  9.57506682e-05 -7.23547515e-05  8.53066062e-06  1.65099380e-04
  1.05107295e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17255694  0.27979233  0.33313538  0.15494262  0.35379143 -0.26751611
  0.03151937  0.60993593  0.38802019]
L2 term: [ 4.67633994e-05  7.58244792e-05  9.02805913e-05  4.19898687e-05
  9.58784367e-05 -7.24975897e-05  8.54183339e-06  1.65294291e-04
  1.05154523e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17252944  0.2796877   0.33334655  0.15511305  0.3542586  -0.268039
  0.03156075  0.61064955  0.38819197]
L2 term: [ 4.67559466e-05  7.57961255e-05  9.03378187e-05  4.20360563e-05
  9.60050399e-05 -7.26392943e-05  8.55304771e-06  1.65487682e-04
  1.05201077e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17250157  0.27958269  0.33355546  0.15528311  0.35472151 -0.26855774
  0.03160227  0.61135759  0.38836131]
L2 term: [ 4.67483932e-05  7.57676666e-05  9.03944328e-05  4.20821435e-05
  9.61304892e-05 -7.27798766e-05  8.56430177e-06  1.65679563e-04
  1.05246967e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17247334  0.27947731  0.33376213  0.1554528   0.3551802  -0.26907239
  0.03164394  0.6120601   0.38852823]
L2 term: [ 4.67407420e-05  7.57391079e-05  9.04504408e-05  4.21281289e-05
  9.62547962e-05 -7.29193473e-05  8.57559376e-06  1.65869947e-04
  1.05292204e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17244475  0.27937158  0.33396658  0.1556221   0.35563472 -0.26958298
  0.03168574  0.61275714  0.38869278]
L2 term: [ 4.67329956e-05  7.57104547e-05  9.05058495e-05  4.21740112e-05
  9.63779720e-05 -7.30577174e-05  8.58692194e-06  1.66058847e-04
  1.05336797e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17241583  0.27926552  0.33416886  0.15579102  0.3560851  -0.27008954
  0.03172767  0.61344875  0.38885498]
L2 term: [ 4.67251567e-05  7.56817123e-05  9.05606659e-05  4.22197893e-05
  9.65000279e-05 -7.31949974e-05  8.59828455e-06  1.66246274e-04
  1.05380754e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17238657  0.27915915  0.33436897  0.15595955  0.3565314  -0.27059212
  0.03176972  0.61413496  0.38901488]
L2 term: [ 4.67172278e-05  7.56528859e-05  9.06148967e-05  4.22654618e-05
  9.66209748e-05 -7.33311980e-05  8.60967991e-06  1.66432240e-04
  1.05424086e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17235699  0.27905249  0.33456694  0.15612769  0.35697364 -0.27109076
  0.03181188  0.61481583  0.38917249]
L2 term: [ 4.67092116e-05  7.56239805e-05  9.06685486e-05  4.23110276e-05
  9.67408238e-05 -7.34663295e-05  8.62110634e-06  1.66616757e-04
  1.05466801e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1723271   0.27894555  0.33476281  0.15629543  0.35741187 -0.27158548
  0.03185415  0.6154914   0.38932787]
L2 term: [ 4.67011104e-05  7.55950009e-05  9.07216283e-05  4.23564857e-05
  9.68595856e-05 -7.36004023e-05  8.63256219e-06  1.66799837e-04
  1.05508908e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1722969   0.27883836  0.33495659  0.15646277  0.35784613 -0.27207634
  0.03189653  0.6161617   0.38948103]
L2 term: [ 4.66929268e-05  7.55659521e-05  9.07741424e-05  4.24018348e-05
  9.69772709e-05 -7.37334264e-05  8.64404585e-06  1.66981491e-04
  1.05550415e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17226641  0.27873093  0.3351483   0.1566297   0.35827646 -0.27256337
  0.031939    0.61682679  0.38963202]
L2 term: [ 4.66846633e-05  7.55368386e-05  9.08260972e-05  4.24470739e-05
  9.70938903e-05 -7.38654120e-05  8.65555573e-06  1.67161730e-04
  1.05591332e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17223563  0.27862328  0.33533797  0.15679623  0.35870289 -0.2730466
  0.03198156  0.61748669  0.38978085]
L2 term: [ 4.66763220e-05  7.55076651e-05  9.08774992e-05  4.24922020e-05
  9.72094542e-05 -7.39963689e-05  8.66709027e-06  1.67340567e-04
  1.05631668e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17220457  0.27851543  0.33552563  0.15696233  0.35912546 -0.27352607
  0.03202421  0.61814147  0.38992757]
L2 term: [ 4.66679055e-05  7.54784361e-05  9.09283546e-05  4.25372181e-05
  9.73239729e-05 -7.41263069e-05  8.67864795e-06  1.67518012e-04
  1.05671429e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17217324  0.27840739  0.33571129  0.15712803  0.35954422 -0.27400182
  0.03206694  0.61879114  0.39007221]
L2 term: [ 4.66594160e-05  7.54491561e-05  9.09786698e-05  4.25821212e-05
  9.74374568e-05 -7.42552358e-05  8.69022725e-06  1.67694077e-04
  1.05710625e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17214166  0.27829917  0.33589498  0.1572933   0.35995919 -0.27447388
  0.03210974  0.61943577  0.39021478]
L2 term: [ 4.66508557e-05  7.54198292e-05  9.10284508e-05  4.26269104e-05
  9.75499159e-05 -7.43831650e-05  8.70182669e-06  1.67868772e-04
  1.05749263e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17210982  0.2781908   0.33607673  0.15745815  0.36037042 -0.27494228
  0.03215261  0.62007538  0.39035533]
L2 term: [ 4.66422268e-05  7.53904597e-05  9.10777038e-05  4.26715848e-05
  9.76613601e-05 -7.45101041e-05  8.71344484e-06  1.68042109e-04
  1.05787353e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17207773  0.27808228  0.33625654  0.15762257  0.36077794 -0.27540707
  0.03219555  0.62071002  0.39049388]
L2 term: [ 4.66335316e-05  7.53610518e-05  9.11264346e-05  4.27161436e-05
  9.77717996e-05 -7.46360624e-05  8.72508025e-06  1.68214098e-04
  1.05824900e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17204541  0.27797364  0.33643446  0.15778656  0.36118179 -0.27586827
  0.03223854  0.62133973  0.39063046]
L2 term: [ 4.66247721e-05  7.53316094e-05  9.11746494e-05  4.27605858e-05
  9.78812439e-05 -7.47610490e-05  8.73673154e-06  1.68384750e-04
  1.05861915e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17201286  0.27786488  0.33661049  0.15795012  0.361582   -0.27632592
  0.03228159  0.62196454  0.39076511]
L2 term: [ 4.66159505e-05  7.53021365e-05  9.12223538e-05  4.28049108e-05
  9.79897029e-05 -7.48850732e-05  8.74839733e-06  1.68554075e-04
  1.05898403e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17198008  0.27775603  0.33678465  0.15811324  0.36197862 -0.27678005
  0.03232468  0.6225845   0.39089783]
L2 term: [ 4.66070688e-05  7.52726369e-05  9.12695538e-05  4.28491176e-05
  9.80971861e-05 -7.50081440e-05  8.76007626e-06  1.68722085e-04
  1.05934372e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1719471   0.27764709  0.33695698  0.15827593  0.36237166 -0.2772307
  0.03236782  0.62319964  0.39102867]
L2 term: [ 4.65981290e-05  7.52431144e-05  9.13162550e-05  4.28932056e-05
  9.82037029e-05 -7.51302702e-05  8.77176703e-06  1.68888790e-04
  1.05969831e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1719139   0.27753808  0.33712749  0.15843817  0.36276118 -0.27767789
  0.032411    0.62381     0.39115766]
L2 term: [ 4.65891331e-05  7.52135727e-05  9.13624631e-05  4.29371740e-05
  9.83092628e-05 -7.52514607e-05  8.78346832e-06  1.69054200e-04
  1.06004785e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17188051  0.27742902  0.3372962   0.15859997  0.3631472  -0.27812166
  0.03245421  0.62441562  0.39128481]
L2 term: [ 4.65800832e-05  7.51840154e-05  9.14081836e-05  4.29810222e-05
  9.84138751e-05 -7.53717241e-05  8.79517886e-06  1.69218325e-04
  1.06039243e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17184692  0.27731991  0.33746313  0.15876133  0.36352976 -0.27856205
  0.03249745  0.62501654  0.39141015]
L2 term: [ 4.65709810e-05  7.51544459e-05  9.14534220e-05  4.30247494e-05
  9.85175489e-05 -7.54910692e-05  8.80689740e-06  1.69381176e-04
  1.06073212e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17181315  0.27721076  0.3376283   0.15892223  0.36390888 -0.27899907
  0.03254072  0.62561279  0.39153372]
L2 term: [ 4.65618286e-05  7.51248677e-05  9.14981839e-05  4.30683550e-05
  9.86202933e-05 -7.56095043e-05  8.81862272e-06  1.69542763e-04
  1.06106698e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1717792   0.2771016   0.33779173  0.15908268  0.36428461 -0.27943277
  0.032584    0.62620442  0.39165553]
L2 term: [ 4.65526276e-05  7.50952842e-05  9.15424745e-05  4.31118385e-05
  9.87221174e-05 -7.57270379e-05  8.83035360e-06  1.69703095e-04
  1.06139709e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17174507  0.27699243  0.33795344  0.15924268  0.36465698 -0.27986317
  0.03262731  0.62679145  0.3917756 ]
L2 term: [ 4.65433800e-05  7.50656987e-05  9.15862992e-05  4.31551992e-05
  9.88230299e-05 -7.58436783e-05  8.84208886e-06  1.69862183e-04
  1.06172250e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17171078  0.27688326  0.33811346  0.15940223  0.36502602 -0.28029031
  0.03267062  0.62737393  0.39189398]
L2 term: [ 4.65340876e-05  7.50361143e-05  9.16296632e-05  4.31984364e-05
  9.89230398e-05 -7.59594338e-05  8.85382735e-06  1.70020036e-04
  1.06204330e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17167634  0.27677411  0.33827179  0.15956132  0.36539175 -0.28071421
  0.03271395  0.62795189  0.39201067]
L2 term: [ 4.65247520e-05  7.50065342e-05  9.16725718e-05  4.32415498e-05
  9.90221557e-05 -7.60743124e-05  8.86556792e-06  1.70176664e-04
  1.06235954e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17164173  0.27666499  0.33842846  0.15971995  0.36575423 -0.28113491
  0.03275727  0.62852537  0.39212571]
L2 term: [ 4.65153751e-05  7.49769614e-05  9.17150300e-05  4.32845388e-05
  9.91203862e-05 -7.61883221e-05  8.87730947e-06  1.70332077e-04
  1.06267129e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17160699  0.2765559   0.33858349  0.15987812  0.36611346 -0.28155243
  0.0328006   0.62909439  0.39223911]
L2 term: [ 4.65059585e-05  7.49473990e-05  9.17570428e-05  4.33274028e-05
  9.92177399e-05 -7.63014711e-05  8.88905088e-06  1.70486285e-04
  1.06297862e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1715721   0.27644687  0.33873689  0.16003582  0.36646949 -0.2819668
  0.03284392  0.629659    0.3923509 ]
L2 term: [ 4.64965038e-05  7.49178497e-05  9.17986154e-05  4.33701414e-05
  9.93142251e-05 -7.64137669e-05  8.90079110e-06  1.70639296e-04
  1.06328158e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17153708  0.27633789  0.33888869  0.16019306  0.36682235 -0.28237805
  0.03288723  0.63021924  0.39246111]
L2 term: [ 4.64870127e-05  7.48883166e-05  9.18397526e-05  4.34127542e-05
  9.94098503e-05 -7.65252176e-05  8.91252907e-06  1.70791121e-04
  1.06358024e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17150193  0.27622898  0.33903889  0.16034984  0.36717206 -0.28278621
  0.03293053  0.63077512  0.39256975]
L2 term: [ 4.64774868e-05  7.48588024e-05  9.18804592e-05  4.34552406e-05
  9.95046237e-05 -7.66358306e-05  8.92426376e-06  1.70941768e-04
  1.06387466e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17146665  0.27612015  0.33918753  0.16050615  0.36751866 -0.28319131
  0.03297382  0.6313267   0.39267685]
L2 term: [ 4.64679277e-05  7.48293097e-05  9.19207402e-05  4.34976004e-05
  9.95985535e-05 -7.67456137e-05  8.93599415e-06  1.71091247e-04
  1.06416490e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17143126  0.27601141  0.33933462  0.16066198  0.36786218 -0.28359338
  0.03301708  0.631874    0.39278243]
L2 term: [ 4.64583368e-05  7.47998413e-05  9.19606003e-05  4.35398330e-05
  9.96916477e-05 -7.68545743e-05  8.94771926e-06  1.71239567e-04
  1.06445102e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17139576  0.27590278  0.33948016  0.16081735  0.36820264 -0.28399244
  0.03306033  0.63241706  0.39288651]
L2 term: [ 4.64487158e-05  7.47703997e-05  9.20000442e-05  4.35819381e-05
  9.97839144e-05 -7.69627198e-05  8.95943810e-06  1.71386738e-04
  1.06473308e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17136015  0.27579424  0.33962419  0.16097225  0.36854008 -0.28438851
  0.03310354  0.63295591  0.39298911]
L2 term: [ 4.64390662e-05  7.47409875e-05  9.20390765e-05  4.36239154e-05
  9.98753614e-05 -7.70700576e-05  8.97114974e-06  1.71532767e-04
  1.06501113e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17132445  0.27568583  0.33976672  0.16112667  0.36887453 -0.28478164
  0.03314673  0.63349058  0.39309025]
L2 term: [ 4.64293892e-05  7.47116071e-05  9.20777018e-05  4.36657645e-05
  9.99659967e-05 -7.71765950e-05  8.98285323e-06  1.71677664e-04
  1.06528524e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17128864  0.27557754  0.33990776  0.16128062  0.369206   -0.28517183
  0.03318988  0.63402111  0.39318996]
L2 term: [ 4.64196865e-05  7.46822610e-05  9.21159247e-05  4.37074852e-05
  1.00055828e-04 -7.72823391e-05  8.99454767e-06  1.71821438e-04
  1.06555546e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17125275  0.27546939  0.34004734  0.16143409  0.36953454 -0.28555913
  0.033233    0.63454752  0.39328826]
L2 term: [ 4.64099594e-05  7.46529514e-05  9.21537496e-05  4.37490770e-05
  1.00144863e-04 -7.73872970e-05  9.00623214e-06  1.71964098e-04
  1.06582184e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17121677  0.27536138  0.34018546  0.16158709  0.36986017 -0.28594355
  0.03327607  0.63506986  0.39338516]
L2 term: [ 4.64002093e-05  7.46236807e-05  9.21911810e-05  4.37905397e-05
  1.00233109e-04 -7.74914759e-05  9.01790579e-06  1.72105652e-04
  1.06608444e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17118071  0.27525352  0.34032214  0.16173961  0.37018292 -0.28632512
  0.0333191   0.63558814  0.39348068]
L2 term: [ 4.63904375e-05  7.45944512e-05  9.22282232e-05  4.38318731e-05
  1.00320574e-04 -7.75948825e-05  9.02956774e-06  1.72246109e-04
  1.06634331e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17114458  0.27514583  0.34045741  0.16189165  0.37050281 -0.28670386
  0.03336209  0.63610241  0.39357485]
L2 term: [ 4.63806454e-05  7.45652649e-05  9.22648806e-05  4.38730769e-05
  1.00407265e-04 -7.76975238e-05  9.04121716e-06  1.72385477e-04
  1.06659851e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17110838  0.2750383   0.34059127  0.16204322  0.37081987 -0.28707981
  0.03340503  0.6366127   0.39366768]
L2 term: [ 4.63708343e-05  7.45361240e-05  9.23011574e-05  4.39141509e-05
  1.00493189e-04 -7.77994066e-05  9.05285322e-06  1.72523766e-04
  1.06685009e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17107211  0.27493094  0.34072374  0.1621943   0.37113413 -0.28745298
  0.03344791  0.63711903  0.3937592 ]
L2 term: [ 4.63610054e-05  7.45070307e-05  9.23370579e-05  4.39550949e-05
  1.00578355e-04 -7.79005377e-05  9.06447511e-06  1.72660982e-04
  1.06709809e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17103578  0.27482377  0.34085484  0.1623449   0.37144561 -0.28782341
  0.03349074  0.63762143  0.39384941]
L2 term: [ 4.63511601e-05  7.44779869e-05  9.23725863e-05  4.39959086e-05
  1.00662768e-04 -7.80009236e-05  9.07608205e-06  1.72797136e-04
  1.06734258e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17099939  0.27471679  0.34098458  0.16249502  0.37175435 -0.28819111
  0.03353351  0.63811995  0.39393834]
L2 term: [ 4.63412995e-05  7.44489945e-05  9.24077465e-05  4.40365918e-05
  1.00746437e-04 -7.81005710e-05  9.08767326e-06  1.72932234e-04
  1.06758359e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17096296  0.27461001  0.34111298  0.16264466  0.37206037 -0.2885561
  0.03357623  0.6386146   0.39402602]
L2 term: [ 4.63314248e-05  7.44200556e-05  9.24425428e-05  4.40771445e-05
  1.00829368e-04 -7.81994863e-05  9.09924798e-06  1.73066286e-04
  1.06782118e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17092647  0.27450342  0.34124005  0.16279382  0.37236369 -0.28891842
  0.03361887  0.63910541  0.39411244]
L2 term: [ 4.63215373e-05  7.43911720e-05  9.24769791e-05  4.41175665e-05
  1.00911568e-04 -7.82976760e-05  9.11080547e-06  1.73199299e-04
  1.06805540e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17088994  0.27439705  0.34136581  0.16294249  0.37266433 -0.28927809
  0.03366145  0.63959243  0.39419764]
L2 term: [ 4.63116381e-05  7.43623454e-05  9.25110595e-05  4.41578575e-05
  1.00993044e-04 -7.83951466e-05  9.12234501e-06  1.73331281e-04
  1.06828629e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17085338  0.2742909   0.34149027  0.16309068  0.37296233 -0.28963513
  0.03370397  0.64007567  0.39428163]
L2 term: [ 4.63017283e-05  7.43335778e-05  9.25447878e-05  4.41980176e-05
  1.01073803e-04 -7.84919042e-05  9.13386589e-06  1.73462241e-04
  1.06851390e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17081678  0.27418497  0.34161344  0.16323839  0.37325771 -0.28998955
  0.03374641  0.64055517  0.39436443]
L2 term: [ 4.62918092e-05  7.43048708e-05  9.25781679e-05  4.42380465e-05
  1.01153852e-04 -7.85879552e-05  9.14536742e-06  1.73592186e-04
  1.06873829e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17078014  0.27407927  0.34173534  0.16338561  0.3735505  -0.2903414
  0.03378877  0.64103095  0.39444605]
L2 term: [ 4.62818817e-05  7.42762261e-05  9.26112037e-05  4.42779441e-05
  1.01233198e-04 -7.86833057e-05  9.15684891e-06  1.73721124e-04
  1.06895948e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17074348  0.27397381  0.34185599  0.16353235  0.37384071 -0.29069068
  0.03383106  0.64150304  0.39452651]
L2 term: [ 4.62719469e-05  7.42476453e-05  9.26438989e-05  4.43177105e-05
  1.01311846e-04 -7.87779618e-05  9.16830971e-06  1.73849062e-04
  1.06917754e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1707068   0.27386859  0.34197539  0.1636786   0.37412838 -0.29103742
  0.03387327  0.64197148  0.39460583]
L2 term: [ 4.62620059e-05  7.42191301e-05  9.26762573e-05  4.43573455e-05
  1.01389805e-04 -7.88719295e-05  9.17974916e-06  1.73976010e-04
  1.06939249e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1706701   0.27376362  0.34209356  0.16382437  0.37441352 -0.29138164
  0.0339154   0.64243628  0.39468402]
L2 term: [ 4.62520598e-05  7.41906820e-05  9.27082827e-05  4.43968491e-05
  1.01467079e-04 -7.89652149e-05  9.19116663e-06  1.74101974e-04
  1.06960440e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17063338  0.2736589   0.34221052  0.16396966  0.37469616 -0.29172337
  0.03395745  0.64289749  0.39476111]
L2 term: [ 4.62421095e-05  7.41623025e-05  9.27399785e-05  4.44362211e-05
  1.01543676e-04 -7.90578239e-05  9.20256151e-06  1.74226961e-04
  1.06981329e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17059666  0.27355443  0.34232628  0.16411445  0.37497633 -0.29206262
  0.03399941  0.64335512  0.39483709]
L2 term: [ 4.62321561e-05  7.41339931e-05  9.27713486e-05  4.44754616e-05
  1.01619602e-04 -7.91497623e-05  9.21393318e-06  1.74350980e-04
  1.07001922e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17055992  0.27345024  0.34244084  0.16425877  0.37525405 -0.29239942
  0.03404129  0.6438092   0.394912  ]
L2 term: [ 4.62222005e-05  7.41057552e-05  9.28023964e-05  4.45145706e-05
  1.01694863e-04 -7.92410360e-05  9.22528105e-06  1.74474038e-04
  1.07022222e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17052318  0.27334631  0.34255423  0.16440259  0.37552933 -0.29273379
  0.03408307  0.64425977  0.39498584]
L2 term: [ 4.62122437e-05  7.40775903e-05  9.28331254e-05  4.45535480e-05
  1.01769466e-04 -7.93316506e-05  9.23660456e-06  1.74596142e-04
  1.07042234e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17048644  0.27324265  0.34266646  0.16454593  0.37580221 -0.29306575
  0.03412476  0.64470684  0.39505864]
L2 term: [ 4.62022866e-05  7.40494996e-05  9.28635392e-05  4.45923938e-05
  1.01843417e-04 -7.94216118e-05  9.24790313e-06  1.74717300e-04
  1.07061961e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1704497   0.27313928  0.34277754  0.16468879  0.3760727  -0.29339531
  0.03416636  0.64515044  0.3951304 ]
L2 term: [ 4.61923301e-05  7.40214844e-05  9.28936412e-05  4.46311081e-05
  1.01916721e-04 -7.95109253e-05  9.25917621e-06  1.74837519e-04
  1.07081409e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17041296  0.27303619  0.34288747  0.16483116  0.37634083 -0.29372251
  0.03420786  0.64559061  0.39520114]
L2 term: [ 4.61823752e-05  7.39935462e-05  9.29234348e-05  4.46696908e-05
  1.01989385e-04 -7.95995966e-05  9.27042326e-06  1.74956806e-04
  1.07100579e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17037624  0.27293338  0.34299629  0.16497304  0.37660662 -0.29404736
  0.03424927  0.64602737  0.39527087]
L2 term: [ 4.61724227e-05  7.39656860e-05  9.29529233e-05  4.47081421e-05
  1.02061415e-04 -7.96876312e-05  9.28164376e-06  1.75075168e-04
  1.07119478e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17033953  0.27283087  0.34310399  0.16511444  0.3768701  -0.29436988
  0.03429057  0.64646074  0.39533962]
L2 term: [ 4.61624735e-05  7.39379051e-05  9.29821102e-05  4.47464618e-05
  1.02132817e-04 -7.97750346e-05  9.29283720e-06  1.75192612e-04
  1.07138107e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17030283  0.27272866  0.34321058  0.16525536  0.37713127 -0.29469009
  0.03433177  0.64689075  0.39540738]
L2 term: [ 4.61525284e-05  7.39102048e-05  9.30109986e-05  4.47846501e-05
  1.02203597e-04 -7.98618122e-05  9.30400308e-06  1.75309146e-04
  1.07156472e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17026615  0.27262674  0.34331609  0.16539579  0.37739017 -0.29500801
  0.03437287  0.64731743  0.39547418]
L2 term: [ 4.61425883e-05  7.38825860e-05  9.30395919e-05  4.48227071e-05
  1.02273760e-04 -7.99479693e-05  9.31514091e-06  1.75424777e-04
  1.07174576e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17022949  0.27252513  0.34342053  0.16553574  0.37764682 -0.29532366
  0.03441386  0.6477408   0.39554004]
L2 term: [ 4.61326540e-05  7.38550499e-05  9.30678932e-05  4.48606328e-05
  1.02343312e-04 -8.00335112e-05  9.32625021e-06  1.75539511e-04
  1.07192422e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17019286  0.27242384  0.34352389  0.1656752   0.37790124 -0.29563705
  0.03445475  0.64816088  0.39560495]
L2 term: [ 4.61227263e-05  7.38275977e-05  9.30959057e-05  4.48984273e-05
  1.02412259e-04 -8.01184431e-05  9.33733052e-06  1.75653355e-04
  1.07210014e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17015625  0.27232285  0.3436262   0.16581417  0.37815344 -0.29594822
  0.03449553  0.64857771  0.39566895]
L2 term: [ 4.61128059e-05  7.38002302e-05  9.31236326e-05  4.49360906e-05
  1.02480607e-04 -8.02027702e-05  9.34838139e-06  1.75766316e-04
  1.07227357e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17011968  0.27222218  0.34372747  0.16595267  0.37840345 -0.29625718
  0.03453619  0.6489913   0.39573203]
L2 term: [ 4.61028937e-05  7.37729486e-05  9.31510769e-05  4.49736229e-05
  1.02548361e-04 -8.02864976e-05  9.35940238e-06  1.75878402e-04
  1.07244452e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17008313  0.27212183  0.34382771  0.16609068  0.37865129 -0.29656394
  0.03457675  0.64940169  0.39579421]
L2 term: [ 4.60929904e-05  7.37457538e-05  9.31782417e-05  4.50110243e-05
  1.02615527e-04 -8.03696304e-05  9.37039305e-06  1.75989617e-04
  1.07261305e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17004663  0.27202181  0.34392693  0.16622821  0.37889698 -0.29686852
  0.03461719  0.64980889  0.39585551]
L2 term: [ 4.60830966e-05  7.37186467e-05  9.32051301e-05  4.50482949e-05
  1.02682110e-04 -8.04521736e-05  9.38135300e-06  1.76099970e-04
  1.07277917e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.17001016  0.27192211  0.34402514  0.16636525  0.37914054 -0.29717095
  0.03465752  0.65021293  0.39591594]
L2 term: [ 4.60732132e-05  7.36916283e-05  9.32317450e-05  4.50854348e-05
  1.02748115e-04 -8.05341322e-05  9.39228180e-06  1.76209467e-04
  1.07294293e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16997373  0.27182274  0.34412235  0.16650182  0.37938199 -0.29747124
  0.03469773  0.65061384  0.39597551]
L2 term: [ 4.60633408e-05  7.36646994e-05  9.32580894e-05  4.51224442e-05
  1.02813548e-04 -8.06155111e-05  9.40317908e-06  1.76318114e-04
  1.07310436e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16993734  0.27172371  0.34421857  0.1666379   0.37962135 -0.2977694
  0.03473782  0.65101164  0.39603423]
L2 term: [ 4.60534801e-05  7.36378609e-05  9.32841661e-05  4.51593231e-05
  1.02878415e-04 -8.06963152e-05  9.41404444e-06  1.76425919e-04
  1.07326350e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.169901    0.27162501  0.34431382  0.1667735   0.37985864 -0.29806547
  0.0347778   0.65140635  0.39609211]
L2 term: [ 4.60436318e-05  7.36111137e-05  9.33099782e-05  4.51960717e-05
  1.02942720e-04 -8.07765494e-05  9.42487750e-06  1.76532886e-04
  1.07342036e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16986471  0.27152665  0.3444081   0.16690863  0.38009387 -0.29835945
  0.03481765  0.651798    0.39614917]
L2 term: [ 4.60337966e-05  7.35844584e-05  9.33355285e-05  4.52326903e-05
  1.03006469e-04 -8.08562183e-05  9.43567791e-06  1.76639023e-04
  1.07357500e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16982847  0.27142864  0.34450142  0.16704327  0.38032707 -0.29865136
  0.03485738  0.6521866   0.39620542]
L2 term: [ 4.60239750e-05  7.35578960e-05  9.33608197e-05  4.52691788e-05
  1.03069666e-04 -8.09353267e-05  9.44644530e-06  1.76744336e-04
  1.07372743e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16979228  0.27133097  0.3445938   0.16717743  0.38055825 -0.29894121
  0.03489699  0.65257219  0.39626087]
L2 term: [ 4.60141678e-05  7.35314271e-05  9.33858547e-05  4.53055376e-05
  1.03132318e-04 -8.10138793e-05  9.45717933e-06  1.76848832e-04
  1.07387769e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16975615  0.27123364  0.34468525  0.16731112  0.38078744 -0.29922904
  0.03493648  0.65295478  0.39631552]
L2 term: [ 4.60043755e-05  7.35050524e-05  9.34106362e-05  4.53417667e-05
  1.03194428e-04 -8.10918808e-05  9.46787967e-06  1.76952516e-04
  1.07402581e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16972007  0.27113667  0.34477577  0.16744433  0.38101465 -0.29951485
  0.03497583  0.65333441  0.3963694 ]
L2 term: [ 4.59945988e-05  7.34787727e-05  9.34351669e-05  4.53778664e-05
  1.03256003e-04 -8.11693357e-05  9.47854599e-06  1.77055395e-04
  1.07417182e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16968405  0.27104005  0.34486537  0.16757706  0.3812399  -0.29979866
  0.03501507  0.65371108  0.39642251]
L2 term: [ 4.59848382e-05  7.34525886e-05  9.34594496e-05  4.54138369e-05
  1.03317046e-04 -8.12462486e-05  9.48917798e-06  1.77157475e-04
  1.07431575e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1696481   0.27094379  0.34495407  0.16770931  0.38146321 -0.30008048
  0.03505417  0.65408483  0.39647486]
L2 term: [ 4.59750943e-05  7.34265007e-05  9.34834869e-05  4.54496783e-05
  1.03377563e-04 -8.13226239e-05  9.49977533e-06  1.77258762e-04
  1.07445763e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16961221  0.27084788  0.34504187  0.16784109  0.38168459 -0.30036034
  0.03509315  0.65445568  0.39652647]
L2 term: [ 4.59653677e-05  7.34005098e-05  9.35072814e-05  4.54853908e-05
  1.03437559e-04 -8.13984662e-05  9.51033773e-06  1.77359262e-04
  1.07459748e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16957638  0.27075233  0.34512878  0.1679724   0.38190407 -0.30063825
  0.03513199  0.65482364  0.39657734]
L2 term: [ 4.59556589e-05  7.33746163e-05  9.35308357e-05  4.55209746e-05
  1.03497039e-04 -8.14737798e-05  9.52086491e-06  1.77458981e-04
  1.07473534e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16954062  0.27065715  0.34521482  0.16810323  0.38212166 -0.30091422
  0.03517071  0.65518874  0.39662749]
L2 term: [ 4.59459685e-05  7.33488208e-05  9.35541524e-05  4.55564301e-05
  1.03556006e-04 -8.15485692e-05  9.53135658e-06  1.77557925e-04
  1.07487123e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16950494  0.27056233  0.34529999  0.16823358  0.38233738 -0.30118827
  0.03520929  0.65555101  0.39667692]
L2 term: [ 4.59362970e-05  7.33231239e-05  9.35772341e-05  4.55917572e-05
  1.03614467e-04 -8.16228386e-05  9.54181247e-06  1.77656100e-04
  1.07500519e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16946932  0.27046787  0.34538431  0.16836347  0.38255125 -0.30146043
  0.03524774  0.65591046  0.39672564]
L2 term: [ 4.59266448e-05  7.32975262e-05  9.36000833e-05  4.56269564e-05
  1.03672425e-04 -8.16965924e-05  9.55223232e-06  1.77753512e-04
  1.07513724e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16943378  0.27037378  0.34546777  0.16849288  0.38276328 -0.30173069
  0.03528605  0.65626711  0.39677367]
L2 term: [ 4.59170126e-05  7.32720281e-05  9.36227024e-05  4.56620278e-05
  1.03729886e-04 -8.17698347e-05  9.56261587e-06  1.77850166e-04
  1.07526740e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16939831  0.27028006  0.3455504   0.16862183  0.38297349 -0.30199908
  0.03532423  0.65662099  0.39682101]
L2 term: [ 4.59074008e-05  7.32466301e-05  9.36450938e-05  4.56969717e-05
  1.03786853e-04 -8.18425698e-05  9.57296289e-06  1.77946068e-04
  1.07539570e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16936292  0.27018672  0.34563219  0.1687503   0.38318189 -0.30226562
  0.03536228  0.65697212  0.39686768]
L2 term: [ 4.58978099e-05  7.32213326e-05  9.36672601e-05  4.57317883e-05
  1.03843332e-04 -8.19148019e-05  9.58327312e-06  1.78041225e-04
  1.07552217e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16932761  0.27009374  0.34571316  0.1688783   0.38338851 -0.30253031
  0.03540019  0.65732052  0.39691368]
L2 term: [ 4.58882403e-05  7.31961362e-05  9.36892036e-05  4.57664778e-05
  1.03899326e-04 -8.19865350e-05  9.59354635e-06  1.78135641e-04
  1.07564684e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16929238  0.27000114  0.34579332  0.16900584  0.38359336 -0.30279318
  0.03543796  0.6576662   0.39695903]
L2 term: [ 4.58786925e-05  7.31710412e-05  9.37109268e-05  4.58010404e-05
  1.03954840e-04 -8.20577733e-05  9.60378234e-06  1.78229323e-04
  1.07576972e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16925723  0.26990892  0.34587267  0.16913291  0.38379646 -0.30305424
  0.03547559  0.6580092   0.39700372]
L2 term: [ 4.58691670e-05  7.31460481e-05  9.37324318e-05  4.58354766e-05
  1.04009880e-04 -8.21285208e-05  9.61398090e-06  1.78322275e-04
  1.07589085e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16922216  0.26981707  0.34595123  0.16925951  0.38399781 -0.3033135
  0.03551308  0.65834952  0.39704778]
L2 term: [ 4.58596642e-05  7.31211571e-05  9.37537211e-05  4.58697864e-05
  1.04064448e-04 -8.21987816e-05  9.62414180e-06  1.78414504e-04
  1.07601025e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16918718  0.2697256   0.346029    0.16938565  0.38419745 -0.30357098
  0.03555044  0.6586872   0.39709121]
L2 term: [ 4.58501844e-05  7.30963688e-05  9.37747969e-05  4.59039702e-05
  1.04118549e-04 -8.22685595e-05  9.63426485e-06  1.78506015e-04
  1.07612794e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16915229  0.26963451  0.34610599  0.16951132  0.38439537 -0.3038267
  0.03558765  0.65902224  0.39713402]
L2 term: [ 4.58407282e-05  7.30716834e-05  9.37956616e-05  4.59380282e-05
  1.04172188e-04 -8.23378585e-05  9.64434986e-06  1.78596813e-04
  1.07624395e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16911748  0.2695438   0.34618221  0.16963654  0.38459161 -0.30408066
  0.03562472  0.65935468  0.39717621]
L2 term: [ 4.58312960e-05  7.30471012e-05  9.38163172e-05  4.59719608e-05
  1.04225369e-04 -8.24066825e-05  9.65439664e-06  1.78686905e-04
  1.07635831e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16908277  0.26945348  0.34625767  0.16976128  0.38478617 -0.30433288
  0.03566165  0.65968452  0.39721781]
L2 term: [ 4.58218880e-05  7.30226226e-05  9.38367662e-05  4.60057681e-05
  1.04278096e-04 -8.24750354e-05  9.66440502e-06  1.78776294e-04
  1.07647102e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16904814  0.26936353  0.34633237  0.16988557  0.38497907 -0.30458338
  0.03569844  0.6600118   0.3972588 ]
L2 term: [ 4.58125048e-05  7.29982479e-05  9.38570106e-05  4.60394504e-05
  1.04330373e-04 -8.25429210e-05  9.67437483e-06  1.78864986e-04
  1.07658213e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16901361  0.26927398  0.34640632  0.1700094   0.38517033 -0.30483217
  0.03573509  0.66033652  0.39729922]
L2 term: [ 4.58031466e-05  7.29739773e-05  9.38770526e-05  4.60730081e-05
  1.04382204e-04 -8.26103430e-05  9.68430590e-06  1.78952988e-04
  1.07669164e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16897917  0.2691848   0.34647954  0.17013277  0.38535996 -0.30507926
  0.03577159  0.66065872  0.39733905]
L2 term: [ 4.57938139e-05  7.29498111e-05  9.38968943e-05  4.61064415e-05
  1.04433593e-04 -8.26773052e-05  9.69419807e-06  1.79040303e-04
  1.07679959e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16894483  0.26909602  0.34655202  0.17025568  0.38554797 -0.30532466
  0.03580795  0.6609784   0.39737831]
L2 term: [ 4.57845070e-05  7.29257496e-05  9.39165379e-05  4.61397507e-05
  1.04484544e-04 -8.27438114e-05  9.70405120e-06  1.79126938e-04
  1.07690599e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16891058  0.26900762  0.34662379  0.17037813  0.38573438 -0.3055684
  0.03584416  0.66129559  0.39741701]
L2 term: [ 4.57752263e-05  7.29017929e-05  9.39359855e-05  4.61729362e-05
  1.04535062e-04 -8.28098652e-05  9.71386515e-06  1.79212897e-04
  1.07701087e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16887644  0.2689196   0.34669483  0.17050013  0.3859192  -0.30581049
  0.03588023  0.6616103   0.39745516]
L2 term: [ 4.57659720e-05  7.28779413e-05  9.39552390e-05  4.62059982e-05
  1.04585150e-04 -8.28754702e-05  9.72363976e-06  1.79298185e-04
  1.07711425e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16884239  0.26883198  0.34676517  0.17062168  0.38610246 -0.30605093
  0.03591615  0.66192256  0.39749276]
L2 term: [ 4.57567445e-05  7.28541950e-05  9.39743006e-05  4.62389370e-05
  1.04634812e-04 -8.29406301e-05  9.73337492e-06  1.79382808e-04
  1.07721614e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16880844  0.26874474  0.34683481  0.17074277  0.38628415 -0.30628974
  0.03595193  0.66223238  0.39752982]
L2 term: [ 4.57475442e-05  7.28305541e-05  9.39931723e-05  4.62717530e-05
  1.04684052e-04 -8.30053484e-05  9.74307050e-06  1.79466770e-04
  1.07731658e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16877459  0.2686579   0.34690375  0.17086341  0.3864643  -0.30652693
  0.03598756  0.66253978  0.39756635]
L2 term: [ 4.57383713e-05  7.28070188e-05  9.40118561e-05  4.63044464e-05
  1.04732874e-04 -8.30696287e-05  9.75272638e-06  1.79550077e-04
  1.07741557e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16874084  0.26857144  0.34697201  0.17098359  0.38664293 -0.30676252
  0.03602304  0.66284479  0.39760235]
L2 term: [ 4.57292262e-05  7.27835893e-05  9.40303539e-05  4.63370175e-05
  1.04781281e-04 -8.31334745e-05  9.76234244e-06  1.79632734e-04
  1.07751315e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1687072   0.26848538  0.34703958  0.17110333  0.38682003 -0.30699652
  0.03605838  0.66314741  0.39763784]
L2 term: [ 4.57201091e-05  7.27602657e-05  9.40486678e-05  4.63694666e-05
  1.04829277e-04 -8.31968892e-05  9.77191858e-06  1.79714744e-04
  1.07760933e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16867366  0.26839971  0.34710649  0.17122262  0.38699564 -0.30722894
  0.03609357  0.66344766  0.39767282]
L2 term: [ 4.57110203e-05  7.27370481e-05  9.40667995e-05  4.64017942e-05
  1.04876867e-04 -8.32598763e-05  9.78145470e-06  1.79796115e-04
  1.07770413e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16864023  0.26831443  0.34717273  0.17134146  0.38716976 -0.3074598
  0.03612861  0.66374557  0.3977073 ]
L2 term: [ 4.57019601e-05  7.27139367e-05  9.40847511e-05  4.64340004e-05
  1.04924053e-04 -8.33224393e-05  9.79095071e-06  1.79876849e-04
  1.07779757e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16860691  0.26822954  0.34723832  0.17145986  0.3873424  -0.30768911
  0.0361635   0.66404115  0.39774129]
L2 term: [ 4.56929288e-05  7.26909315e-05  9.41025244e-05  4.64660857e-05
  1.04970840e-04 -8.33845814e-05  9.80040650e-06  1.79956952e-04
  1.07788966e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16857369  0.26814504  0.34730325  0.17157781  0.38751358 -0.30791687
  0.03619824  0.66433442  0.39777478]
L2 term: [ 4.56839266e-05  7.26680326e-05  9.41201213e-05  4.64980503e-05
  1.05017231e-04 -8.34463061e-05  9.80982200e-06  1.80036430e-04
  1.07798044e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16854058  0.26806094  0.34736754  0.17169531  0.38768331 -0.30814311
  0.03623284  0.6646254   0.3978078 ]
L2 term: [ 4.56749538e-05  7.26452401e-05  9.41375437e-05  4.65298946e-05
  1.05063229e-04 -8.35076167e-05  9.81919713e-06  1.80115285e-04
  1.07806991e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16850758  0.26797722  0.34743119  0.17181237  0.38785161 -0.30836783
  0.03626728  0.6649141   0.39784034]
L2 term: [ 4.56660107e-05  7.26225540e-05  9.41547932e-05  4.65616189e-05
  1.05108838e-04 -8.35685164e-05  9.82853181e-06  1.80193524e-04
  1.07815810e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16847469  0.26789391  0.34749421  0.17192899  0.38801849 -0.30859104
  0.03630158  0.66520054  0.39787241]
L2 term: [ 4.56570974e-05  7.25999744e-05  9.41718719e-05  4.65932235e-05
  1.05154062e-04 -8.36290086e-05  9.83782597e-06  1.80271150e-04
  1.07824502e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16844191  0.26781098  0.3475566   0.17204518  0.38818396 -0.30881277
  0.03633572  0.66548474  0.39790402]
L2 term: [ 4.56482142e-05  7.25775014e-05  9.41887814e-05  4.66247088e-05
  1.05198904e-04 -8.36890964e-05  9.84707955e-06  1.80348169e-04
  1.07833069e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16840924  0.26772845  0.34761838  0.17216092  0.38834803 -0.30903301
  0.03636972  0.66576672  0.39793518]
L2 term: [ 4.56393613e-05  7.25551349e-05  9.42055235e-05  4.66560751e-05
  1.05243368e-04 -8.37487830e-05  9.85629250e-06  1.80424585e-04
  1.07841512e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16837669  0.26764631  0.34767955  0.17227622  0.38851071 -0.30925178
  0.03640356  0.66604649  0.39796589]
L2 term: [ 4.56305390e-05  7.25328750e-05  9.42220999e-05  4.66873227e-05
  1.05287456e-04 -8.38080716e-05  9.86546475e-06  1.80500403e-04
  1.07849835e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16834425  0.26756456  0.34774011  0.17239109  0.38867203 -0.3094691
  0.03643726  0.66632406  0.39799616]
L2 term: [ 4.56217474e-05  7.25107216e-05  9.42385125e-05  4.67184521e-05
  1.05331173e-04 -8.38669654e-05  9.87459625e-06  1.80575626e-04
  1.07858037e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16831192  0.26748321  0.34780007  0.17250552  0.38883198 -0.30968497
  0.0364708   0.66659946  0.39802599]
L2 term: [ 4.56129868e-05  7.24886748e-05  9.42547627e-05  4.67494635e-05
  1.05374521e-04 -8.39254675e-05  9.88368697e-06  1.80650261e-04
  1.07866122e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16827971  0.26740225  0.34785945  0.17261952  0.38899059 -0.30989941
  0.0365042   0.6668727   0.39805539]
L2 term: [ 4.56042573e-05  7.24667345e-05  9.42708525e-05  4.67803573e-05
  1.05417504e-04 -8.39835809e-05  9.89273686e-06  1.80724310e-04
  1.07874090e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16824761  0.26732168  0.34791823  0.17273308  0.38914786 -0.31011243
  0.03653744  0.6671438   0.39808437]
L2 term: [ 4.55955592e-05  7.24449007e-05  9.42867834e-05  4.68111338e-05
  1.05460125e-04 -8.40413087e-05  9.90174588e-06  1.80797778e-04
  1.07881944e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16821563  0.26724151  0.34797644  0.17284622  0.38930381 -0.31032403
  0.03657053  0.66741278  0.39811294]
L2 term: [ 4.55868926e-05  7.24231733e-05  9.43025570e-05  4.68417934e-05
  1.05502388e-04 -8.40986539e-05  9.91071400e-06  1.80870671e-04
  1.07889684e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16818377  0.26716173  0.34803407  0.17295892  0.38945845 -0.31053424
  0.03660348  0.66767964  0.39814109]
L2 term: [ 4.55782576e-05  7.24015524e-05  9.43181751e-05  4.68723364e-05
  1.05544296e-04 -8.41556196e-05  9.91964121e-06  1.80942991e-04
  1.07897313e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16815203  0.26708234  0.34809113  0.1730712   0.38961179 -0.31074305
  0.03663627  0.66794441  0.39816883]
L2 term: [ 4.55696546e-05  7.23800377e-05  9.43336391e-05  4.69027632e-05
  1.05585851e-04 -8.42122086e-05  9.92852746e-06  1.81014744e-04
  1.07904832e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1681204   0.26700334  0.34814763  0.17318304  0.38976384 -0.31095048
  0.03666891  0.6682071   0.39819618]
L2 term: [ 4.55610836e-05  7.23586294e-05  9.43489508e-05  4.69330742e-05
  1.05627057e-04 -8.42684241e-05  9.93737275e-06  1.81085934e-04
  1.07912243e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16808889  0.26692474  0.34820357  0.17329446  0.38991462 -0.31115655
  0.03670139  0.66846772  0.39822313]
L2 term: [ 4.55525448e-05  7.23373273e-05  9.43641116e-05  4.69632696e-05
  1.05667918e-04 -8.43242688e-05  9.94617706e-06  1.81156565e-04
  1.07919547e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1680575   0.26684652  0.34825896  0.17340546  0.39006413 -0.31136126
  0.03673373  0.66872631  0.39824969]
L2 term: [ 4.55440383e-05  7.23161312e-05  9.43791232e-05  4.69933499e-05
  1.05708435e-04 -8.43797457e-05  9.95494038e-06  1.81226641e-04
  1.07926745e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16802623  0.2667687   0.34831381  0.17351603  0.39021238 -0.31156462
  0.03676592  0.66898285  0.39827587]
L2 term: [ 4.55355643e-05  7.22950412e-05  9.43939871e-05  4.70233155e-05
  1.05748613e-04 -8.44348576e-05  9.96366271e-06  1.81296166e-04
  1.07933839e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16799508  0.26669127  0.34836812  0.17362618  0.3903594  -0.31176665
  0.03679795  0.66923739  0.39830167]
L2 term: [ 4.55271230e-05  7.22740570e-05  9.44087048e-05  4.70531666e-05
  1.05788454e-04 -8.44896073e-05  9.97234403e-06  1.81365145e-04
  1.07940831e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16796406  0.26661423  0.34842189  0.17373591  0.39050518 -0.31196735
  0.03682983  0.66948992  0.3983271 ]
L2 term: [ 4.55187144e-05  7.22531787e-05  9.44232778e-05  4.70829036e-05
  1.05827962e-04 -8.45439978e-05  9.98098436e-06  1.81433582e-04
  1.07947723e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16793315  0.26653758  0.34847514  0.17384522  0.39064974 -0.31216674
  0.03686156  0.66974046  0.39835216]
L2 term: [ 4.55103387e-05  7.22324059e-05  9.44377075e-05  4.71125270e-05
  1.05867139e-04 -8.45980318e-05  9.98958369e-06  1.81501480e-04
  1.07954514e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16790237  0.26646132  0.34852786  0.17395412  0.39079309 -0.31236482
  0.03689314  0.66998903  0.39837686]
L2 term: [ 4.55019960e-05  7.22117388e-05  9.44519956e-05  4.71420370e-05
  1.05905988e-04 -8.46517120e-05  9.99814203e-06  1.81568844e-04
  1.07961207e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1678717   0.26638544  0.34858007  0.17406259  0.39093525 -0.3125616
  0.03692457  0.67023565  0.3984012 ]
L2 term: [ 4.54936865e-05  7.21911770e-05  9.44661434e-05  4.71714340e-05
  1.05944512e-04 -8.47050412e-05  1.00066594e-05  1.81635678e-04
  1.07967804e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16784116  0.26630996  0.34863176  0.17417065  0.39107622 -0.3127571
  0.03695585  0.67048033  0.39842519]
L2 term: [ 4.54854102e-05  7.21707204e-05  9.44801523e-05  4.72007185e-05
  1.05982714e-04 -8.47580221e-05  1.00151358e-05  1.81701985e-04
  1.07974305e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16781075  0.26623486  0.34868295  0.1742783   0.391216   -0.31295133
  0.03698698  0.67072307  0.39844883]
L2 term: [ 4.54771673e-05  7.21503689e-05  9.44940239e-05  4.72298907e-05
  1.06020597e-04 -8.48106575e-05  1.00235713e-05  1.81767771e-04
  1.07980713e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16778045  0.26616015  0.34873363  0.17438553  0.39135463 -0.31314429
  0.03701795  0.67096391  0.39847213]
L2 term: [ 4.54689579e-05  7.21301224e-05  9.45077594e-05  4.72589510e-05
  1.06058164e-04 -8.48629499e-05  1.00319658e-05  1.81833038e-04
  1.07987027e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16775029  0.26608583  0.34878382  0.17449235  0.39149209 -0.31333599
  0.03704878  0.67120285  0.39849509]
L2 term: [ 4.54607820e-05  7.21099806e-05  9.45213604e-05  4.72878999e-05
  1.06095418e-04 -8.49149020e-05  1.00403195e-05  1.81897790e-04
  1.07993250e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16772024  0.26601189  0.34883352  0.17459876  0.39162841 -0.31352645
  0.03707945  0.6714399   0.39851772]
L2 term: [ 4.54526398e-05  7.20899433e-05  9.45348281e-05  4.73167376e-05
  1.06132360e-04 -8.49665165e-05  1.00486323e-05  1.81962032e-04
  1.07999383e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16769032  0.26593834  0.34888273  0.17470476  0.39176359 -0.31371567
  0.03710998  0.67167508  0.39854003]
L2 term: [ 4.54445313e-05  7.20700105e-05  9.45481640e-05  4.73454646e-05
  1.06168995e-04 -8.50177959e-05  1.00569043e-05  1.82025768e-04
  1.08005427e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16766052  0.26586517  0.34893145  0.17481036  0.39189765 -0.31390366
  0.03714035  0.67190841  0.39856201]
L2 term: [ 4.54364566e-05  7.20501819e-05  9.45613693e-05  4.73740812e-05
  1.06205325e-04 -8.50687429e-05  1.00651354e-05  1.82089000e-04
  1.08011384e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16763085  0.26579239  0.3489797   0.17491555  0.39203059 -0.31409044
  0.03717057  0.6721399   0.39858367]
L2 term: [ 4.54284159e-05  7.20304573e-05  9.45744455e-05  4.74025878e-05
  1.06241352e-04 -8.51193599e-05  1.00733258e-05  1.82151734e-04
  1.08017254e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16760131  0.26571999  0.34902748  0.17502033  0.39216242 -0.31427601
  0.03720064  0.67236956  0.39860501]
L2 term: [ 4.54204091e-05  7.20108365e-05  9.45873938e-05  4.74309848e-05
  1.06277079e-04 -8.51696495e-05  1.00814755e-05  1.82213972e-04
  1.08023039e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16757189  0.26564797  0.3490748   0.17512472  0.39229316 -0.31446038
  0.03723057  0.6725974   0.39862605]
L2 term: [ 4.54124364e-05  7.19913193e-05  9.46002156e-05  4.74592725e-05
  1.06312509e-04 -8.52196143e-05  1.00895846e-05  1.82275718e-04
  1.08028740e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1675426   0.26557633  0.34912165  0.1752287   0.39242281 -0.31464356
  0.03726034  0.67282344  0.39864678]
L2 term: [ 4.54044978e-05  7.19719054e-05  9.46129121e-05  4.74874513e-05
  1.06347645e-04 -8.52692566e-05  1.00976529e-05  1.82336977e-04
  1.08034359e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16751343  0.26550507  0.34916804  0.17533227  0.39255138 -0.31482556
  0.03728996  0.6730477   0.39866722]
L2 term: [ 4.53965933e-05  7.19525948e-05  9.46254846e-05  4.75155216e-05
  1.06382489e-04 -8.53185790e-05  1.01056808e-05  1.82397751e-04
  1.08039896e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16748439  0.2654342   0.34921398  0.17543545  0.39267889 -0.31500638
  0.03731944  0.67327019  0.39868735]
L2 term: [ 4.53887232e-05  7.19333870e-05  9.46379344e-05  4.75434837e-05
  1.06417043e-04 -8.53675839e-05  1.01136680e-05  1.82458045e-04
  1.08045352e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16745547  0.2653637   0.34925947  0.17553824  0.39280534 -0.31518605
  0.03734876  0.67349091  0.39870719]
L2 term: [ 4.53808873e-05  7.19142820e-05  9.46502627e-05  4.75713381e-05
  1.06451311e-04 -8.54162738e-05  1.01216148e-05  1.82517862e-04
  1.08050729e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16742669  0.26529358  0.34930452  0.17564062  0.39293074 -0.31536456
  0.03737793  0.67370989  0.39872675]
L2 term: [ 4.53730857e-05  7.18952795e-05  9.46624707e-05  4.75990852e-05
  1.06485294e-04 -8.54646510e-05  1.01295212e-05  1.82577205e-04
  1.08056028e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16739803  0.26522384  0.34934913  0.17574262  0.39305509 -0.31554193
  0.03740696  0.67392713  0.39874601]
L2 term: [ 4.53653185e-05  7.18763791e-05  9.46745598e-05  4.76267252e-05
  1.06518996e-04 -8.55127179e-05  1.01373873e-05  1.82636078e-04
  1.08061251e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16736949  0.26515447  0.3493933   0.17584421  0.39317842 -0.31571816
  0.03743584  0.67414265  0.398765  ]
L2 term: [ 4.53575857e-05  7.18575808e-05  9.46865310e-05  4.76542586e-05
  1.06552418e-04 -8.55604769e-05  1.01452130e-05  1.82694485e-04
  1.08066397e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16734108  0.26508548  0.34943704  0.17594542  0.39330073 -0.31589326
  0.03746456  0.67435647  0.39878372]
L2 term: [ 4.53498874e-05  7.18388842e-05  9.46983856e-05  4.76816857e-05
  1.06585564e-04 -8.56079303e-05  1.01529985e-05  1.82752430e-04
  1.08071468e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16731281  0.26501687  0.34948036  0.17604624  0.39342203 -0.31606725
  0.03749314  0.67456859  0.39880216]
L2 term: [ 4.53422236e-05  7.18202890e-05  9.47101247e-05  4.77090070e-05
  1.06618435e-04 -8.56550805e-05  1.01607439e-05  1.82809915e-04
  1.08076465e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16728465  0.26494862  0.34952326  0.17614666  0.39354232 -0.31624012
  0.03752158  0.67477902  0.39882033]
L2 term: [ 4.53345943e-05  7.18017951e-05  9.47217496e-05  4.77362228e-05
  1.06651034e-04 -8.57019296e-05  1.01684492e-05  1.82866944e-04
  1.08081390e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16725663  0.26488075  0.34956573  0.1762467   0.39366161 -0.31641189
  0.03754986  0.67498779  0.39883823]
L2 term: [ 4.53269996e-05  7.17834021e-05  9.47332613e-05  4.77633334e-05
  1.06683364e-04 -8.57484801e-05  1.01761144e-05  1.82923521e-04
  1.08086243e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16722873  0.26481326  0.3496078   0.17634635  0.39377992 -0.31658257
  0.037578    0.6751949   0.39885588]
L2 term: [ 4.53194394e-05  7.17651098e-05  9.47446611e-05  4.77903394e-05
  1.06715426e-04 -8.57947342e-05  1.01837397e-05  1.82979648e-04
  1.08091025e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16720096  0.26474613  0.34964946  0.17644562  0.39389726 -0.31675216
  0.03760599  0.67540037  0.39887327]
L2 term: [ 4.53119139e-05  7.17469179e-05  9.47559501e-05  4.78172409e-05
  1.06747224e-04 -8.58406941e-05  1.01913252e-05  1.83035330e-04
  1.08095737e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16717332  0.26467937  0.34969071  0.1765445   0.39401362 -0.31692068
  0.03763383  0.6756042   0.3988904 ]
L2 term: [ 4.53044229e-05  7.17288261e-05  9.47671293e-05  4.78440385e-05
  1.06778759e-04 -8.58863620e-05  1.01988708e-05  1.83090570e-04
  1.08100381e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16714581  0.26461298  0.34973156  0.176643    0.39412903 -0.31708812
  0.03766153  0.67580642  0.39890729]
L2 term: [ 4.52969665e-05  7.17108341e-05  9.47781999e-05  4.78707325e-05
  1.06810034e-04 -8.59317401e-05  1.02063767e-05  1.83145371e-04
  1.08104957e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16711842  0.26454695  0.34977201  0.17674112  0.39424348 -0.31725451
  0.03768908  0.67600702  0.39892393]
L2 term: [ 4.52895448e-05  7.16929416e-05  9.47891630e-05  4.78973233e-05
  1.06841051e-04 -8.59768307e-05  1.02138430e-05  1.83199736e-04
  1.08109466e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16709116  0.2644813   0.34981207  0.17683886  0.39435699 -0.31741984
  0.03771649  0.67620604  0.39894032]
L2 term: [ 4.52821577e-05  7.16751485e-05  9.48000196e-05  4.79238112e-05
  1.06871812e-04 -8.60216358e-05  1.02212698e-05  1.83253668e-04
  1.08113909e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16706403  0.26441601  0.34985174  0.17693623  0.39446956 -0.31758412
  0.03774374  0.67640346  0.39895648]
L2 term: [ 4.52748052e-05  7.16574542e-05  9.48107709e-05  4.79501967e-05
  1.06902320e-04 -8.60661577e-05  1.02286571e-05  1.83307172e-04
  1.08118287e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16703703  0.26435108  0.34989103  0.17703321  0.39458121 -0.31774737
  0.03777086  0.67659932  0.3989724 ]
L2 term: [ 4.52674874e-05  7.16398587e-05  9.48214178e-05  4.79764800e-05
  1.06932577e-04 -8.61103984e-05  1.02360050e-05  1.83360249e-04
  1.08122602e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16701015  0.26428651  0.34992994  0.17712982  0.39469194 -0.31790959
  0.03779783  0.67679361  0.39898809]
L2 term: [ 4.52602042e-05  7.16223615e-05  9.48319615e-05  4.80026617e-05
  1.06962584e-04 -8.61543601e-05  1.02433137e-05  1.83412904e-04
  1.08126853e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16698341  0.26422231  0.34996847  0.17722606  0.39480175 -0.31807079
  0.03782465  0.67698636  0.39900355]
L2 term: [ 4.52529556e-05  7.16049623e-05  9.48424030e-05  4.80287420e-05
  1.06992345e-04 -8.61980448e-05  1.02505831e-05  1.83465139e-04
  1.08131042e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16695679  0.26415847  0.35000662  0.17732192  0.39491067 -0.31823097
  0.03785133  0.67717757  0.39901878]
L2 term: [ 4.52457417e-05  7.15876609e-05  9.48527433e-05  4.80547214e-05
  1.07021861e-04 -8.62414546e-05  1.02578135e-05  1.83516958e-04
  1.08135170e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16693029  0.26409499  0.35004441  0.17741741  0.39501868 -0.31839014
  0.03787787  0.67736726  0.39903379]
L2 term: [ 4.52385623e-05  7.15704569e-05  9.48629834e-05  4.80806002e-05
  1.07051134e-04 -8.62845917e-05  1.02650049e-05  1.83568363e-04
  1.08139238e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16690393  0.26403186  0.35008183  0.17751254  0.39512582 -0.31854832
  0.03790426  0.67755543  0.39904858]
L2 term: [ 4.52314175e-05  7.15533500e-05  9.48731243e-05  4.81063788e-05
  1.07080167e-04 -8.63274579e-05  1.02721574e-05  1.83619359e-04
  1.08143245e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16687769  0.26396909  0.35011889  0.17760729  0.39523207 -0.3187055
  0.03793051  0.6777421   0.39906315]
L2 term: [ 4.52243073e-05  7.15363400e-05  9.48831670e-05  4.81320576e-05
  1.07108962e-04 -8.63700554e-05  1.02792710e-05  1.83669947e-04
  1.08147194e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16685158  0.26390668  0.35015559  0.17770168  0.39533745 -0.3188617
  0.03795662  0.67792728  0.39907751]
L2 term: [ 4.52172316e-05  7.15194264e-05  9.48931125e-05  4.81576370e-05
  1.07137520e-04 -8.64123861e-05  1.02863460e-05  1.83720131e-04
  1.08151086e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1668256   0.26384463  0.35019193  0.1777957   0.39544196 -0.31901693
  0.03798258  0.67811098  0.39909165]
L2 term: [ 4.52101904e-05  7.15026089e-05  9.49029618e-05  4.81831173e-05
  1.07165844e-04 -8.64544521e-05  1.02933824e-05  1.83769914e-04
  1.08154920e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16679975  0.26378292  0.35022792  0.17788936  0.39554562 -0.31917118
  0.0380084   0.67829322  0.3991056 ]
L2 term: [ 4.52031837e-05  7.14858873e-05  9.49127158e-05  4.82084989e-05
  1.07193936e-04 -8.64962553e-05  1.03003803e-05  1.83819300e-04
  1.08158698e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16677402  0.26372157  0.35026357  0.17798266  0.39564843 -0.31932447
  0.03803408  0.67847399  0.39911933]
L2 term: [ 4.51962115e-05  7.14692611e-05  9.49223755e-05  4.82337822e-05
  1.07221798e-04 -8.65377976e-05  1.03073397e-05  1.83868290e-04
  1.08162420e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16674842  0.26366057  0.35029887  0.17807559  0.3957504  -0.31947681
  0.03805962  0.67865332  0.39913287]
L2 term: [ 4.51892738e-05  7.14527302e-05  9.49319418e-05  4.82589676e-05
  1.07249431e-04 -8.65790810e-05  1.03142609e-05  1.83916888e-04
  1.08166088e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16672295  0.26359992  0.35033382  0.17816816  0.39585153 -0.3196282
  0.03808502  0.67883121  0.3991462 ]
L2 term: [ 4.51823704e-05  7.14362940e-05  9.49414157e-05  4.82840554e-05
  1.07276839e-04 -8.66201074e-05  1.03211439e-05  1.83965098e-04
  1.08169702e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1666976   0.26353962  0.35036844  0.17826038  0.39595184 -0.31977864
  0.03811028  0.67900768  0.39915934]
L2 term: [ 4.51755014e-05  7.14199523e-05  9.49507980e-05  4.83090460e-05
  1.07304022e-04 -8.66608787e-05  1.03279889e-05  1.84012921e-04
  1.08173263e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16667238  0.26347967  0.35040273  0.17835224  0.39605133 -0.31992815
  0.0381354   0.67918273  0.39917229]
L2 term: [ 4.51686667e-05  7.14037048e-05  9.49600897e-05  4.83339398e-05
  1.07330983e-04 -8.67013968e-05  1.03347959e-05  1.84060361e-04
  1.08176772e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16664729  0.26342006  0.35043669  0.17844374  0.39615    -0.32007674
  0.03816037  0.67935638  0.39918504]
L2 term: [ 4.51618663e-05  7.13875511e-05  9.49692917e-05  4.83587372e-05
  1.07357723e-04 -8.67416635e-05  1.03415650e-05  1.84107420e-04
  1.08180228e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16662232  0.2633608   0.35047031  0.17853489  0.39624786 -0.3202244
  0.03818521  0.67952864  0.39919761]
L2 term: [ 4.51551001e-05  7.13714909e-05  9.49784049e-05  4.83834385e-05
  1.07384245e-04 -8.67816808e-05  1.03482964e-05  1.84154102e-04
  1.08183635e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16659748  0.26330188  0.35050362  0.17862568  0.39634493 -0.32037115
  0.03820991  0.67969951  0.39920999]
L2 term: [ 4.51483682e-05  7.13555237e-05  9.49874301e-05  4.84080442e-05
  1.07410551e-04 -8.68214505e-05  1.03549902e-05  1.84200410e-04
  1.08186990e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16657276  0.26324331  0.3505366   0.17871613  0.39644121 -0.320517
  0.03823448  0.67986901  0.3992222 ]
L2 term: [ 4.51416703e-05  7.13396494e-05  9.49963683e-05  4.84325545e-05
  1.07436642e-04 -8.68609744e-05  1.03616465e-05  1.84246345e-04
  1.08190297e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16654817  0.26318507  0.35056926  0.17880622  0.3965367  -0.32066194
  0.0382589   0.68003715  0.39923422]
L2 term: [ 4.51350066e-05  7.13238674e-05  9.50052203e-05  4.84569699e-05
  1.07462520e-04 -8.69002542e-05  1.03682654e-05  1.84291912e-04
  1.08193555e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16652371  0.26312718  0.35060161  0.17889596  0.39663141 -0.32080599
  0.03828319  0.68020394  0.39924606]
L2 term: [ 4.51283769e-05  7.13081775e-05  9.50139869e-05  4.84812907e-05
  1.07488187e-04 -8.69392919e-05  1.03748470e-05  1.84337112e-04
  1.08196764e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16649937  0.26306962  0.35063365  0.17898536  0.39672535 -0.32094915
  0.03830733  0.68036939  0.39925773]
L2 term: [ 4.51217813e-05  7.12925794e-05  9.50226690e-05  4.85055173e-05
  1.07513645e-04 -8.69780891e-05  1.03813915e-05  1.84381949e-04
  1.08199927e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16647516  0.2630124   0.35066538  0.17907441  0.39681852 -0.32109143
  0.03833135  0.68053351  0.39926923]
L2 term: [ 4.51152195e-05  7.12770726e-05  9.50312674e-05  4.85296501e-05
  1.07538895e-04 -8.70166477e-05  1.03878989e-05  1.84426425e-04
  1.08203043e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16645107  0.26295551  0.3506968   0.17916311  0.39691094 -0.32123284
  0.03835522  0.6806963   0.39928055]
L2 term: [ 4.51086916e-05  7.12616568e-05  9.50397830e-05  4.85536894e-05
  1.07563940e-04 -8.70549693e-05  1.03943694e-05  1.84470543e-04
  1.08206112e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16642711  0.26289896  0.35072792  0.17925148  0.3970026  -0.32137338
  0.03837896  0.68085779  0.39929172]
L2 term: [ 4.51021976e-05  7.12463316e-05  9.50482165e-05  4.85776357e-05
  1.07588782e-04 -8.70930558e-05  1.04008031e-05  1.84514306e-04
  1.08209137e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16640327  0.26284275  0.35075874  0.1793395   0.39709352 -0.32151305
  0.03840257  0.68101797  0.39930271]
L2 term: [ 4.50957373e-05  7.12310967e-05  9.50565688e-05  4.86014892e-05
  1.07613421e-04 -8.71309088e-05  1.04072002e-05  1.84557715e-04
  1.08212117e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16637956  0.26278686  0.35078926  0.17942717  0.3971837  -0.32165188
  0.03842604  0.68117686  0.39931354]
L2 term: [ 4.50893107e-05  7.12159518e-05  9.50648408e-05  4.86252503e-05
  1.07637860e-04 -8.71685301e-05  1.04135607e-05  1.84600775e-04
  1.08215052e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16635597  0.26273131  0.35081949  0.17951451  0.39727315 -0.32178985
  0.03844937  0.68133447  0.39932422]
L2 term: [ 4.50829177e-05  7.12008964e-05  9.50730331e-05  4.86489195e-05
  1.07662100e-04 -8.72059214e-05  1.04198848e-05  1.84643488e-04
  1.08217945e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1663325   0.26267608  0.35084943  0.17960151  0.39736187 -0.32192698
  0.03847258  0.68149081  0.39933473]
L2 term: [ 4.50765583e-05  7.11859302e-05  9.50811466e-05  4.86724971e-05
  1.07686144e-04 -8.72430842e-05  1.04261726e-05  1.84685855e-04
  1.08220794e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16630916  0.26262118  0.35087908  0.17968818  0.39744987 -0.32206328
  0.03849565  0.68164588  0.39934509]
L2 term: [ 4.50702324e-05  7.11710528e-05  9.50891820e-05  4.86959834e-05
  1.07709992e-04 -8.72800204e-05  1.04324242e-05  1.84727881e-04
  1.08223602e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16628594  0.26256661  0.35090845  0.17977451  0.39753716 -0.32219874
  0.03851858  0.6817997   0.3993553 ]
L2 term: [ 4.50639399e-05  7.11562639e-05  9.50971401e-05  4.87193788e-05
  1.07733647e-04 -8.73167315e-05  1.04386398e-05  1.84769567e-04
  1.08226368e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16626284  0.26251237  0.35093753  0.1798605   0.39762373 -0.32233338
  0.03854138  0.68195228  0.39936535]
L2 term: [ 4.50576808e-05  7.11415631e-05  9.51050217e-05  4.87426837e-05
  1.07757110e-04 -8.73532192e-05  1.04448195e-05  1.84810915e-04
  1.08229092e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16623987  0.26245845  0.35096633  0.17994617  0.39770961 -0.3224672
  0.03856405  0.68210362  0.39937526]
L2 term: [ 4.50514549e-05  7.11269500e-05  9.51128275e-05  4.87658984e-05
  1.07780383e-04 -8.73894850e-05  1.04509634e-05  1.84851930e-04
  1.08231777e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16621702  0.26240485  0.35099486  0.1800315   0.39779479 -0.32260021
  0.03858659  0.68225374  0.39938502]
L2 term: [ 4.50452623e-05  7.11124243e-05  9.51205583e-05  4.87890234e-05
  1.07803467e-04 -8.74255307e-05  1.04570716e-05  1.84892612e-04
  1.08234422e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16619429  0.26235157  0.35102311  0.1801165   0.39787928 -0.32273241
  0.038609    0.68240264  0.39939463]
L2 term: [ 4.50391027e-05  7.10979856e-05  9.51282147e-05  4.88120589e-05
  1.07826364e-04 -8.74613578e-05  1.04631443e-05  1.84932965e-04
  1.08237027e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16617168  0.26229861  0.35105109  0.18020117  0.39796309 -0.32286381
  0.03863128  0.68255033  0.3994041 ]
L2 term: [ 4.50329762e-05  7.10836335e-05  9.51357977e-05  4.88350053e-05
  1.07849076e-04 -8.74969679e-05  1.04691816e-05  1.84972990e-04
  1.08239594e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1661492   0.26224597  0.35107881  0.18028551  0.39804622 -0.32299442
  0.03865343  0.68269683  0.39941343]
L2 term: [ 4.50268827e-05  7.10693677e-05  9.51433077e-05  4.88578630e-05
  1.07871605e-04 -8.75323626e-05  1.04751837e-05  1.85012691e-04
  1.08242123e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16612683  0.26219364  0.35110625  0.18036953  0.39812868 -0.32312424
  0.03867545  0.68284214  0.39942262]
L2 term: [ 4.50208221e-05  7.10551877e-05  9.51507456e-05  4.88806324e-05
  1.07893951e-04 -8.75675434e-05  1.04811506e-05  1.85052070e-04
  1.08244614e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16610459  0.26214163  0.35113343  0.18045323  0.39821047 -0.32325327
  0.03869733  0.68298627  0.39943168]
L2 term: [ 4.50147943e-05  7.10410932e-05  9.51581121e-05  4.89033138e-05
  1.07916116e-04 -8.76025118e-05  1.04870825e-05  1.85091130e-04
  1.08247068e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16608247  0.26208994  0.35116036  0.1805366   0.3982916  -0.32338152
  0.03871909  0.68312923  0.3994406 ]
L2 term: [ 4.50087992e-05  7.10270839e-05  9.51654079e-05  4.89259075e-05
  1.07938103e-04 -8.76372695e-05  1.04929795e-05  1.85129872e-04
  1.08249485e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16606047  0.26203856  0.35118702  0.18061965  0.39837207 -0.32350901
  0.03874073  0.68327102  0.39944939]
L2 term: [ 4.50028368e-05  7.10131593e-05  9.51726336e-05  4.89484140e-05
  1.07959912e-04 -8.76718179e-05  1.04988419e-05  1.85168299e-04
  1.08251867e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16603859  0.26198749  0.35121343  0.18070238  0.3984519  -0.32363572
  0.03876223  0.68341167  0.39945805]
L2 term: [ 4.49969069e-05  7.09993191e-05  9.51797900e-05  4.89708335e-05
  1.07981545e-04 -8.77061585e-05  1.05046696e-05  1.85206413e-04
  1.08254213e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16601683  0.26193673  0.35123958  0.18078478  0.39853108 -0.32376168
  0.03878361  0.68355116  0.39946658]
L2 term: [ 4.49910095e-05  7.09855629e-05  9.51868777e-05  4.89931665e-05
  1.08003003e-04 -8.77402929e-05  1.05104628e-05  1.85244218e-04
  1.08256525e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16599518  0.26188628  0.35126548  0.18086687  0.39860962 -0.32388688
  0.03880486  0.68368953  0.39947498]
L2 term: [ 4.49851444e-05  7.09718903e-05  9.51938974e-05  4.90154133e-05
  1.08024288e-04 -8.77742224e-05  1.05162217e-05  1.85281714e-04
  1.08258802e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16597366  0.26183613  0.35129114  0.18094865  0.39868753 -0.32401133
  0.03882598  0.68382676  0.39948325]
L2 term: [ 4.49793117e-05  7.09583010e-05  9.52008498e-05  4.90375742e-05
  1.08045402e-04 -8.78079487e-05  1.05219465e-05  1.85318905e-04
  1.08261045e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16595226  0.26178629  0.35131654  0.18103011  0.39876482 -0.32413504
  0.03884698  0.68396288  0.39949141]
L2 term: [ 4.49735111e-05  7.09447946e-05  9.52077354e-05  4.90596496e-05
  1.08066346e-04 -8.78414731e-05  1.05276371e-05  1.85355793e-04
  1.08263254e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16593097  0.26173676  0.35134171  0.18111125  0.39884148 -0.324258
  0.03886785  0.68409788  0.39949944]
L2 term: [ 4.49677427e-05  7.09313706e-05  9.52145550e-05  4.90816398e-05
  1.08087121e-04 -8.78747970e-05  1.05332939e-05  1.85392380e-04
  1.08265431e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1659098   0.26168753  0.35136663  0.18119208  0.39891752 -0.32438023
  0.0388886   0.68423179  0.39950735]
L2 term: [ 4.49620063e-05  7.09180288e-05  9.52213093e-05  4.91035452e-05
  1.08107729e-04 -8.79079220e-05  1.05389169e-05  1.85428668e-04
  1.08267575e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16588875  0.2616386   0.35139132  0.1812726   0.39899295 -0.32450173
  0.03890923  0.68436459  0.39951515]
L2 term: [ 4.49563018e-05  7.09047687e-05  9.52279987e-05  4.91253662e-05
  1.08128171e-04 -8.79408495e-05  1.05445062e-05  1.85464660e-04
  1.08269687e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16586782  0.26158997  0.35141576  0.18135281  0.39906778 -0.32462251
  0.03892973  0.68449632  0.39952282]
L2 term: [ 4.49506291e-05  7.08915900e-05  9.52346241e-05  4.91471031e-05
  1.08148449e-04 -8.79735808e-05  1.05500620e-05  1.85500357e-04
  1.08271768e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16584701  0.26154164  0.35143998  0.18143271  0.399142   -0.32474257
  0.03895011  0.68462697  0.39953039]
L2 term: [ 4.49449881e-05  7.08784923e-05  9.52411859e-05  4.91687562e-05
  1.08168564e-04 -8.80061174e-05  1.05555844e-05  1.85535763e-04
  1.08273817e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16582631  0.2614936   0.35146396  0.1815123   0.39921563 -0.32486192
  0.03897036  0.68475654  0.39953783]
L2 term: [ 4.49393788e-05  7.08654752e-05  9.52476848e-05  4.91903259e-05
  1.08188517e-04 -8.80384606e-05  1.05610736e-05  1.85570879e-04
  1.08275836e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16580573  0.26144587  0.35148771  0.18159159  0.39928866 -0.32498056
  0.03899049  0.68488506  0.39954517]
L2 term: [ 4.49338010e-05  7.08525383e-05  9.52541215e-05  4.92118126e-05
  1.08208310e-04 -8.80706118e-05  1.05665298e-05  1.85605707e-04
  1.08277825e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16578526  0.26139842  0.35151123  0.18167057  0.39936111 -0.32509849
  0.03901051  0.68501252  0.3995524 ]
L2 term: [ 4.49282547e-05  7.08396813e-05  9.52604964e-05  4.92332165e-05
  1.08227944e-04 -8.81025725e-05  1.05719529e-05  1.85640250e-04
  1.08279784e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16576491  0.26135127  0.35153453  0.18174925  0.39943298 -0.32521573
  0.0390304   0.68513894  0.39955952]
L2 term: [ 4.49227397e-05  7.08269037e-05  9.52668103e-05  4.92545381e-05
  1.08247421e-04 -8.81343439e-05  1.05773433e-05  1.85674510e-04
  1.08281713e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16574467  0.26130442  0.35155761  0.18182762  0.39950427 -0.32533227
  0.03905017  0.68526432  0.39956654]
L2 term: [ 4.49172559e-05  7.08142053e-05  9.52730637e-05  4.92757776e-05
  1.08266741e-04 -8.81659274e-05  1.05827009e-05  1.85708488e-04
  1.08283614e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16572455  0.26125785  0.35158046  0.18190569  0.399575   -0.32544813
  0.03906982  0.68538867  0.39957344]
L2 term: [ 4.49118033e-05  7.08015856e-05  9.52792572e-05  4.92969354e-05
  1.08285907e-04 -8.81973243e-05  1.05880261e-05  1.85742188e-04
  1.08285486e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16570455  0.26121157  0.35160309  0.18198346  0.39964515 -0.3255633
  0.03908935  0.685512    0.39958025]
L2 term: [ 4.49063816e-05  7.07890442e-05  9.52853914e-05  4.93180119e-05
  1.08304919e-04 -8.82285360e-05  1.05933188e-05  1.85775611e-04
  1.08287331e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16568466  0.26116558  0.35162551  0.18206094  0.39971474 -0.32567779
  0.03910876  0.68563432  0.39958695]
L2 term: [ 4.49009910e-05  7.07765808e-05  9.52914668e-05  4.93390074e-05
  1.08323779e-04 -8.82595638e-05  1.05985793e-05  1.85808758e-04
  1.08289147e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16566488  0.26111988  0.35164772  0.18213811  0.39978378 -0.32579161
  0.03912805  0.68575563  0.39959356]
L2 term: [ 4.48956311e-05  7.07641949e-05  9.52974840e-05  4.93599222e-05
  1.08342487e-04 -8.82904090e-05  1.06038077e-05  1.85841634e-04
  1.08290936e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16564521  0.26107446  0.35166971  0.18221499  0.39985226 -0.32590476
  0.03914723  0.68587594  0.39960006]
L2 term: [ 4.48903020e-05  7.07518863e-05  9.53034436e-05  4.93807567e-05
  1.08361046e-04 -8.83210728e-05  1.06090041e-05  1.85874238e-04
  1.08292699e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16562566  0.26102933  0.35169149  0.18229158  0.3999202  -0.32601724
  0.03916628  0.68599526  0.39960646]
L2 term: [ 4.48850035e-05  7.07396546e-05  9.53093462e-05  4.94015111e-05
  1.08379457e-04 -8.83515565e-05  1.06141687e-05  1.85906574e-04
  1.08294435e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16560622  0.26098447  0.35171306  0.18236787  0.39998759 -0.32612907
  0.03918522  0.68611359  0.39961277]
L2 term: [ 4.48797355e-05  7.07274993e-05  9.53151922e-05  4.94221860e-05
  1.08397721e-04 -8.83818615e-05  1.06193015e-05  1.85938643e-04
  1.08296145e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1655869   0.2609399   0.35173442  0.18244386  0.40005444 -0.32624024
  0.03920405  0.68623095  0.39961899]
L2 term: [ 4.48744979e-05  7.07154200e-05  9.53209822e-05  4.94427815e-05
  1.08415838e-04 -8.84119890e-05  1.06244029e-05  1.85970448e-04
  1.08297829e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16556768  0.26089561  0.35175559  0.18251957  0.40012076 -0.32635076
  0.03922275  0.68634734  0.39962511]
L2 term: [ 4.48692906e-05  7.07034165e-05  9.53267169e-05  4.94632980e-05
  1.08433811e-04 -8.84419402e-05  1.06294728e-05  1.86001990e-04
  1.08299488e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16554858  0.26085159  0.35177654  0.18259499  0.40018656 -0.32646063
  0.03924135  0.68646277  0.39963114]
L2 term: [ 4.48641135e-05  7.06914883e-05  9.53323966e-05  4.94837358e-05
  1.08451641e-04 -8.84717164e-05  1.06345114e-05  1.86033271e-04
  1.08301122e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16552959  0.26080785  0.3517973   0.18267011  0.40025182 -0.32656987
  0.03925982  0.68657724  0.39963708]
L2 term: [ 4.48589665e-05  7.06796351e-05  9.53380219e-05  4.95040954e-05
  1.08469328e-04 -8.85013187e-05  1.06395189e-05  1.86064294e-04
  1.08302732e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1655107   0.26076439  0.35181786  0.18274495  0.40031657 -0.32667846
  0.03927819  0.68669077  0.39964293]
L2 term: [ 4.48538495e-05  7.06678564e-05  9.53435934e-05  4.95243769e-05
  1.08486874e-04 -8.85307485e-05  1.06444955e-05  1.86095060e-04
  1.08304317e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16549193  0.2607212   0.35183822  0.1828195   0.4003808  -0.32678643
  0.03929644  0.68680336  0.39964869]
L2 term: [ 4.48487623e-05  7.06561520e-05  9.53491115e-05  4.95445808e-05
  1.08504281e-04 -8.85600070e-05  1.06494411e-05  1.86125572e-04
  1.08305878e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16547327  0.26067828  0.35185839  0.18289377  0.40044451 -0.32689376
  0.03931457  0.68691501  0.39965436]
L2 term: [ 4.48437049e-05  7.06445214e-05  9.53545769e-05  4.95647073e-05
  1.08521548e-04 -8.85890953e-05  1.06543561e-05  1.86155830e-04
  1.08307416e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16545472  0.26063564  0.35187836  0.18296775  0.40050772 -0.32700047
  0.0393326   0.68702574  0.39965995]
L2 term: [ 4.48386771e-05  7.06329642e-05  9.53599899e-05  4.95847568e-05
  1.08538678e-04 -8.86180146e-05  1.06592405e-05  1.86185838e-04
  1.08308931e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16543627  0.26059326  0.35189815  0.18304145  0.40057043 -0.32710657
  0.03935051  0.68713555  0.39966546]
L2 term: [ 4.48336788e-05  7.06214802e-05  9.53653511e-05  4.96047296e-05
  1.08555672e-04 -8.86467662e-05  1.06640945e-05  1.86215597e-04
  1.08310422e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16541794  0.26055115  0.35191774  0.18311487  0.40063264 -0.32721205
  0.03936831  0.68724445  0.39967088]
L2 term: [ 4.48287100e-05  7.06100688e-05  9.53706609e-05  4.96246261e-05
  1.08572530e-04 -8.86753511e-05  1.06689183e-05  1.86245108e-04
  1.08311892e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16539971  0.26050931  0.35193714  0.18318801  0.40069435 -0.32731691
  0.039386    0.68735244  0.39967622]
L2 term: [ 4.48237705e-05  7.05987298e-05  9.53759200e-05  4.96444466e-05
  1.08589255e-04 -8.87037706e-05  1.06737119e-05  1.86274374e-04
  1.08313339e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16538159  0.26046774  0.35195636  0.18326087  0.40075557 -0.32742118
  0.03940357  0.68745954  0.39968148]
L2 term: [ 4.48188601e-05  7.05874628e-05  9.53811287e-05  4.96641913e-05
  1.08605846e-04 -8.87320258e-05  1.06784754e-05  1.86303397e-04
  1.08314764e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16536358  0.26042643  0.3519754   0.18333345  0.40081631 -0.32752483
  0.03942104  0.68756574  0.39968666]
L2 term: [ 4.48139789e-05  7.05762674e-05  9.53862876e-05  4.96838606e-05
  1.08622306e-04 -8.87601179e-05  1.06832092e-05  1.86332179e-04
  1.08316168e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16534568  0.26038538  0.35199425  0.18340575  0.40087656 -0.3276279
  0.0394384   0.68767106  0.39969176]
L2 term: [ 4.48091266e-05  7.05651432e-05  9.53913970e-05  4.97034549e-05
  1.08638634e-04 -8.87880480e-05  1.06879132e-05  1.86360720e-04
  1.08317551e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16532788  0.26034459  0.35201293  0.18347778  0.40093634 -0.32773037
  0.03945565  0.6877755   0.39969679]
L2 term: [ 4.48043032e-05  7.05540899e-05  9.53964576e-05  4.97229744e-05
  1.08654833e-04 -8.88158171e-05  1.06925877e-05  1.86389024e-04
  1.08318912e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16531019  0.26030407  0.35203142  0.18354953  0.40099564 -0.32783224
  0.03947279  0.68787907  0.39970174]
L2 term: [ 4.47995086e-05  7.05431071e-05  9.54014697e-05  4.97424195e-05
  1.08670904e-04 -8.88434266e-05  1.06972327e-05  1.86417092e-04
  1.08320253e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1652926   0.2602638   0.35204974  0.18362101  0.40105447 -0.32793354
  0.03948982  0.68798177  0.39970661]
L2 term: [ 4.47947425e-05  7.05321944e-05  9.54064338e-05  4.97617905e-05
  1.08686847e-04 -8.88708774e-05  1.07018484e-05  1.86444925e-04
  1.08321574e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16527512  0.26022379  0.35206788  0.18369221  0.40111283 -0.32803425
  0.03950675  0.68808362  0.39971141]
L2 term: [ 4.47900050e-05  7.05213515e-05  9.54113504e-05  4.97810877e-05
  1.08702664e-04 -8.88981706e-05  1.07064350e-05  1.86472526e-04
  1.08322875e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16525774  0.26018403  0.35208585  0.18376315  0.40117073 -0.32813438
  0.03952356  0.68818462  0.39971614]
L2 term: [ 4.47852959e-05  7.05105780e-05  9.54162199e-05  4.98003114e-05
  1.08718355e-04 -8.89253074e-05  1.07109926e-05  1.86499896e-04
  1.08324156e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16524047  0.26014453  0.35210365  0.18383381  0.40122817 -0.32823395
  0.03954027  0.68828477  0.39972079]
L2 term: [ 4.47806150e-05  7.04998735e-05  9.54210428e-05  4.98194619e-05
  1.08733922e-04 -8.89522889e-05  1.07155213e-05  1.86527037e-04
  1.08325418e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1652233   0.26010529  0.35212127  0.18390421  0.40128516 -0.32833294
  0.03955688  0.68838408  0.39972538]
L2 term: [ 4.47759623e-05  7.04892377e-05  9.54258196e-05  4.98385396e-05
  1.08749365e-04 -8.89791160e-05  1.07200212e-05  1.86553950e-04
  1.08326661e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16520624  0.26006629  0.35213873  0.18397434  0.40134169 -0.32843136
  0.03957338  0.68848256  0.39972989]
L2 term: [ 4.47713377e-05  7.04786702e-05  9.54305505e-05  4.98575447e-05
  1.08764687e-04 -8.90057899e-05  1.07244926e-05  1.86580639e-04
  1.08327885e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16518927  0.26002755  0.35215602  0.1840442   0.40139778 -0.32852923
  0.03958977  0.68858021  0.39973434]
L2 term: [ 4.47667410e-05  7.04681706e-05  9.54352362e-05  4.98764776e-05
  1.08779887e-04 -8.90323117e-05  1.07289356e-05  1.86607103e-04
  1.08329090e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16517242  0.25998906  0.35217315  0.1841138   0.40145343 -0.32862654
  0.03960606  0.68867704  0.39973872]
L2 term: [ 4.47621722e-05  7.04577387e-05  9.54398770e-05  4.98953386e-05
  1.08794966e-04 -8.90586824e-05  1.07333502e-05  1.86633345e-04
  1.08330277e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16515566  0.25995081  0.35219011  0.18418313  0.40150863 -0.32872329
  0.03962225  0.68877306  0.39974304]
L2 term: [ 4.47576310e-05  7.04473739e-05  9.54444734e-05  4.99141279e-05
  1.08809927e-04 -8.90849029e-05  1.07377367e-05  1.86659366e-04
  1.08331446e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.165139    0.25991281  0.3522069   0.1842522   0.4015634  -0.3288195
  0.03963833  0.68886827  0.39974728]
L2 term: [ 4.47531174e-05  7.04370760e-05  9.54490257e-05  4.99328460e-05
  1.08824769e-04 -8.91109745e-05  1.07420952e-05  1.86685169e-04
  1.08332597e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16512245  0.25987506  0.35222354  0.18432101  0.40161774 -0.32891515
  0.03965431  0.68896268  0.39975147]
L2 term: [ 4.47486313e-05  7.04268446e-05  9.54535344e-05  4.99514930e-05
  1.08839495e-04 -8.91368980e-05  1.07464258e-05  1.86710755e-04
  1.08333731e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.165106    0.25983755  0.35224002  0.18438956  0.40167164 -0.32901027
  0.03967019  0.6890563   0.39975559]
L2 term: [ 4.47441725e-05  7.04166794e-05  9.54579999e-05  4.99700694e-05
  1.08854103e-04 -8.91626746e-05  1.07507286e-05  1.86736125e-04
  1.08334848e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16508964  0.25980028  0.35225634  0.18445784  0.40172512 -0.32910485
  0.03968596  0.68914913  0.39975965]
L2 term: [ 4.47397410e-05  7.04065799e-05  9.54624226e-05  4.99885753e-05
  1.08868597e-04 -8.91883052e-05  1.07550038e-05  1.86761281e-04
  1.08335948e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16507339  0.25976325  0.3522725   0.18452587  0.40177818 -0.32919889
  0.03970164  0.68924117  0.39976364]
L2 term: [ 4.47353366e-05  7.03965459e-05  9.54668030e-05  5.00070112e-05
  1.08882976e-04 -8.92137908e-05  1.07592516e-05  1.86786225e-04
  1.08337031e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16505724  0.25972647  0.35228851  0.18459364  0.40183082 -0.3292924
  0.03971721  0.68933244  0.39976758]
L2 term: [ 4.47309592e-05  7.03865769e-05  9.54711413e-05  5.00253773e-05
  1.08897242e-04 -8.92391324e-05  1.07634720e-05  1.86810958e-04
  1.08338097e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16504119  0.25968992  0.35230437  0.18466116  0.40188305 -0.32938538
  0.03973268  0.68942293  0.39977145]
L2 term: [ 4.47266087e-05  7.03766727e-05  9.54754381e-05  5.00436738e-05
  1.08911395e-04 -8.92643310e-05  1.07676652e-05  1.86835482e-04
  1.08339148e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16502523  0.25965361  0.35232007  0.18472842  0.40193486 -0.32947784
  0.03974806  0.68951266  0.39977527]
L2 term: [ 4.47222849e-05  7.03668328e-05  9.54796937e-05  5.00619012e-05
  1.08925437e-04 -8.92893877e-05  1.07718314e-05  1.86859799e-04
  1.08340182e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16500937  0.25961754  0.35233562  0.18479542  0.40198627 -0.32956978
  0.03976333  0.68960163  0.39977903]
L2 term: [ 4.47179878e-05  7.03570570e-05  9.54839085e-05  5.00800598e-05
  1.08939368e-04 -8.93143032e-05  1.07759707e-05  1.86883910e-04
  1.08341201e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16499362  0.2595817   0.35235103  0.18486217  0.40203727 -0.3296612
  0.03977851  0.68968984  0.39978273]
L2 term: [ 4.47137172e-05  7.03473448e-05  9.54880829e-05  5.00981497e-05
  1.08953190e-04 -8.93390787e-05  1.07800832e-05  1.86907817e-04
  1.08342204e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16497796  0.2595461   0.35236628  0.18492867  0.40208787 -0.32975211
  0.03979358  0.68977731  0.39978638]
L2 term: [ 4.47094730e-05  7.03376960e-05  9.54922172e-05  5.01161713e-05
  1.08966902e-04 -8.93637151e-05  1.07841690e-05  1.86931521e-04
  1.08343192e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16496239  0.25951073  0.35238139  0.18499492  0.40213807 -0.32984251
  0.03980856  0.68986404  0.39978997]
L2 term: [ 4.47052551e-05  7.03281101e-05  9.54963119e-05  5.01341249e-05
  1.08980507e-04 -8.93882133e-05  1.07882284e-05  1.86955023e-04
  1.08344165e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16494692  0.25947559  0.35239636  0.18506092  0.40218788 -0.3299324
  0.03982344  0.68995002  0.3997935 ]
L2 term: [ 4.47010634e-05  7.03185868e-05  9.55003673e-05  5.01520108e-05
  1.08994005e-04 -8.94125743e-05  1.07922614e-05  1.86978326e-04
  1.08345123e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16493155  0.25944067  0.35241118  0.18512667  0.40223729 -0.33002179
  0.03983823  0.69003528  0.39979698]
L2 term: [ 4.46968977e-05  7.03091258e-05  9.55043837e-05  5.01698293e-05
  1.09007397e-04 -8.94367990e-05  1.07962682e-05  1.87001431e-04
  1.08346066e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16491628  0.25940599  0.35242585  0.18519217  0.40228632 -0.33011068
  0.03985292  0.69011981  0.39980041]
L2 term: [ 4.46927580e-05  7.02997267e-05  9.55083617e-05  5.01875806e-05
  1.09020683e-04 -8.94608883e-05  1.08002489e-05  1.87024339e-04
  1.08346995e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1649011   0.25937154  0.35244039  0.18525743  0.40233496 -0.33019907
  0.03986751  0.69020362  0.39980379]
L2 term: [ 4.46886441e-05  7.02903892e-05  9.55123014e-05  5.02052651e-05
  1.09033866e-04 -8.94848432e-05  1.08042036e-05  1.87047052e-04
  1.08347910e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16488601  0.25933731  0.35245479  0.18532244  0.40238322 -0.33028697
  0.03988201  0.69028672  0.39980711]
L2 term: [ 4.46845558e-05  7.02811130e-05  9.55162033e-05  5.02228831e-05
  1.09046944e-04 -8.95086645e-05  1.08081325e-05  1.87069572e-04
  1.08348811e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16487102  0.2593033   0.35246905  0.1853872   0.40243111 -0.33037438
  0.03989641  0.69036911  0.39981039]
L2 term: [ 4.46804932e-05  7.02718976e-05  9.55200678e-05  5.02404348e-05
  1.09059920e-04 -8.95323533e-05  1.08120357e-05  1.87091899e-04
  1.08349698e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16485612  0.25926952  0.35248317  0.18545173  0.40247861 -0.33046131
  0.03991072  0.69045079  0.39981361]
L2 term: [ 4.46764560e-05  7.02627428e-05  9.55238951e-05  5.02579206e-05
  1.09072794e-04 -8.95559102e-05  1.08159134e-05  1.87114035e-04
  1.08350572e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16484132  0.25923596  0.35249716  0.18551601  0.40252575 -0.33054775
  0.03992494  0.69053177  0.39981679]
L2 term: [ 4.46724442e-05  7.02536482e-05  9.55276857e-05  5.02753406e-05
  1.09085568e-04 -8.95793364e-05  1.08197657e-05  1.87135982e-04
  1.08351433e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16482661  0.25920262  0.35251101  0.18558005  0.40257251 -0.33063371
  0.03993906  0.69061207  0.39981991]
L2 term: [ 4.46684576e-05  7.02446135e-05  9.55314398e-05  5.02926952e-05
  1.09098241e-04 -8.96026326e-05  1.08235927e-05  1.87157741e-04
  1.08352280e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16481199  0.25916951  0.35252473  0.18564384  0.40261891 -0.3307192
  0.03995309  0.69069167  0.39982299]
L2 term: [ 4.46644961e-05  7.02356383e-05  9.55351579e-05  5.03099848e-05
  1.09110815e-04 -8.96257998e-05  1.08273946e-05  1.87179314e-04
  1.08353115e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16479746  0.25913661  0.35253832  0.1857074   0.40266494 -0.33080421
  0.03996702  0.69077059  0.39982602]
L2 term: [ 4.46605596e-05  7.02267223e-05  9.55388402e-05  5.03272094e-05
  1.09123290e-04 -8.96488387e-05  1.08311714e-05  1.87200702e-04
  1.08353936e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16478303  0.25910392  0.35255178  0.18577072  0.40271061 -0.33088876
  0.03998087  0.69084883  0.39982901]
L2 term: [ 4.46566479e-05  7.02178652e-05  9.55424871e-05  5.03443696e-05
  1.09135668e-04 -8.96717503e-05  1.08349234e-05  1.87221906e-04
  1.08354745e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16476869  0.25907146  0.35256511  0.18583381  0.40275593 -0.33097284
  0.03999462  0.69092641  0.39983195]
L2 term: [ 4.46527610e-05  7.02090666e-05  9.55460990e-05  5.03614654e-05
  1.09147949e-04 -8.96945355e-05  1.08386506e-05  1.87242928e-04
  1.08355542e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16475444  0.2590392   0.3525783   0.18589665  0.40280089 -0.33105645
  0.04000828  0.69100331  0.39983485]
L2 term: [ 4.46488988e-05  7.02003263e-05  9.55496760e-05  5.03784973e-05
  1.09160134e-04 -8.97171950e-05  1.08423532e-05  1.87263770e-04
  1.08356327e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16474028  0.25900717  0.35259138  0.18595927  0.4028455  -0.3311396
  0.04002186  0.69107955  0.3998377 ]
L2 term: [ 4.46450610e-05  7.01916438e-05  9.55532187e-05  5.03954654e-05
  1.09172223e-04 -8.97397297e-05  1.08460314e-05  1.87284432e-04
  1.08357100e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1647262   0.25897534  0.35260432  0.18602165  0.40288976 -0.3312223
  0.04003534  0.69115514  0.39984051]
L2 term: [ 4.46412477e-05  7.01830188e-05  9.55567273e-05  5.04123701e-05
  1.09184218e-04 -8.97621405e-05  1.08496852e-05  1.87304915e-04
  1.08357861e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16471222  0.25894372  0.35261715  0.18608379  0.40293368 -0.33130454
  0.04004873  0.69123007  0.39984327]
L2 term: [ 4.46374586e-05  7.01744510e-05  9.55602021e-05  5.04292116e-05
  1.09196119e-04 -8.97844282e-05  1.08533148e-05  1.87325223e-04
  1.08358610e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16469833  0.25891232  0.35262984  0.1861457   0.40297725 -0.33138633
  0.04006204  0.69130436  0.39984599]
L2 term: [ 4.46336937e-05  7.01659401e-05  9.55636434e-05  5.04459902e-05
  1.09207928e-04 -8.98065937e-05  1.08569203e-05  1.87345354e-04
  1.08359348e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16468453  0.25888112  0.35264242  0.18620739  0.40302049 -0.33146767
  0.04007525  0.691378    0.39984868]
L2 term: [ 4.46299528e-05  7.01574858e-05  9.55670515e-05  5.04627062e-05
  1.09219644e-04 -8.98286377e-05  1.08605019e-05  1.87365312e-04
  1.08360075e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16467081  0.25885013  0.35265488  0.18626884  0.40306338 -0.33154857
  0.04008838  0.69145101  0.39985132]
L2 term: [ 4.46262359e-05  7.01490877e-05  9.55704269e-05  5.04793598e-05
  1.09231269e-04 -8.98505610e-05  1.08640597e-05  1.87385097e-04
  1.08360790e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16465718  0.25881935  0.35266721  0.18633006  0.40310594 -0.33162902
  0.04010142  0.69152338  0.39985392]
L2 term: [ 4.46225428e-05  7.01407454e-05  9.55737696e-05  5.04959513e-05
  1.09242803e-04 -8.98723645e-05  1.08675937e-05  1.87404711e-04
  1.08361495e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16464364  0.25878877  0.35267943  0.18639106  0.40314817 -0.33170904
  0.04011437  0.69159513  0.39985648]
L2 term: [ 4.46188733e-05  7.01324588e-05  9.55770802e-05  5.05124811e-05
  1.09254247e-04 -8.98940489e-05  1.08711042e-05  1.87424155e-04
  1.08362189e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16463019  0.2587584   0.35269152  0.18645182  0.40319007 -0.33178862
  0.04012724  0.69166626  0.399859  ]
L2 term: [ 4.46152275e-05  7.01242274e-05  9.55803588e-05  5.05289493e-05
  1.09265602e-04 -8.99156152e-05  1.08745913e-05  1.87443430e-04
  1.08362872e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16461682  0.25872823  0.35270351  0.18651236  0.40323164 -0.33186777
  0.04014002  0.69173676  0.39986148]
L2 term: [ 4.46116050e-05  7.01160510e-05  9.55836058e-05  5.05453562e-05
  1.09276868e-04 -8.99370640e-05  1.08780551e-05  1.87462537e-04
  1.08363545e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16460354  0.25869826  0.35271537  0.18657268  0.40327289 -0.33194648
  0.04015272  0.69180666  0.39986393]
L2 term: [ 4.46080060e-05  7.01079291e-05  9.55868214e-05  5.05617021e-05
  1.09288047e-04 -8.99583961e-05  1.08814957e-05  1.87481479e-04
  1.08364207e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16459035  0.25866849  0.35272712  0.18663277  0.40331382 -0.33202477
  0.04016533  0.69187594  0.39986633]
L2 term: [ 4.46044301e-05  7.00998616e-05  9.55900060e-05  5.05779873e-05
  1.09299138e-04 -8.99796123e-05  1.08849133e-05  1.87500255e-04
  1.08364860e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16457724  0.25863892  0.35273876  0.18669264  0.40335443 -0.33210263
  0.04017786  0.69194462  0.3998687 ]
L2 term: [ 4.46008774e-05  7.00918481e-05  9.55931599e-05  5.05942120e-05
  1.09310144e-04 -9.00007134e-05  1.08883080e-05  1.87518868e-04
  1.08365502e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16456421  0.25860955  0.35275029  0.18675229  0.40339472 -0.33218007
  0.0401903   0.69201271  0.39987104]
L2 term: [ 4.45973477e-05  7.00838882e-05  9.55962832e-05  5.06103764e-05
  1.09321063e-04 -9.00217002e-05  1.08916798e-05  1.87537319e-04
  1.08366135e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16455127  0.25858037  0.3527617   0.18681171  0.4034347  -0.3322571
  0.04020266  0.69208019  0.39987334]
L2 term: [ 4.45938408e-05  7.00759816e-05  9.55993764e-05  5.06264809e-05
  1.09331898e-04 -9.00425733e-05  1.08950290e-05  1.87555608e-04
  1.08366758e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16453842  0.25855139  0.352773    0.18687092  0.40347437 -0.3323337
  0.04021493  0.69214709  0.3998756 ]
L2 term: [ 4.45903567e-05  7.00681281e-05  9.56024397e-05  5.06425257e-05
  1.09342649e-04 -9.00633337e-05  1.08983557e-05  1.87573738e-04
  1.08367372e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16452564  0.25852261  0.3527842   0.18692991  0.40351374 -0.33240989
  0.04022713  0.6922134   0.39987783]
L2 term: [ 4.45868952e-05  7.00603274e-05  9.56054733e-05  5.06585111e-05
  1.09353316e-04 -9.00839819e-05  1.09016600e-05  1.87591708e-04
  1.08367976e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16451295  0.25849402  0.35279528  0.18698867  0.40355279 -0.33248567
  0.04023924  0.69227913  0.39988003]
L2 term: [ 4.45834563e-05  7.00525790e-05  9.56084776e-05  5.06744373e-05
  1.09363900e-04 -9.01045188e-05  1.09049420e-05  1.87609522e-04
  1.08368571e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16450035  0.25846562  0.35280626  0.18704722  0.40359154 -0.33256105
  0.04025126  0.69234429  0.39988219]
L2 term: [ 4.45800398e-05  7.00448827e-05  9.56114528e-05  5.06903046e-05
  1.09374402e-04 -9.01249452e-05  1.09082019e-05  1.87627179e-04
  1.08369157e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16448782  0.25843741  0.35281713  0.18710556  0.40362999 -0.33263602
  0.04026321  0.69240887  0.39988432]
L2 term: [ 4.45766455e-05  7.00372383e-05  9.56143992e-05  5.07061132e-05
  1.09384822e-04 -9.01452616e-05  1.09114397e-05  1.87644681e-04
  1.08369734e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16447538  0.25840939  0.3528279   0.18716368  0.40366815 -0.33271058
  0.04027508  0.69247289  0.39988642]
L2 term: [ 4.45732735e-05  7.00296453e-05  9.56173170e-05  5.07218634e-05
  1.09395162e-04 -9.01654689e-05  1.09146556e-05  1.87662029e-04
  1.08370303e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16446302  0.25838156  0.35283856  0.18722158  0.403706   -0.33278474
  0.04028687  0.69253634  0.39988848]
L2 term: [ 4.45699235e-05  7.00221035e-05  9.56202066e-05  5.07375554e-05
  1.09405421e-04 -9.01855677e-05  1.09178497e-05  1.87679224e-04
  1.08370862e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16445074  0.25835392  0.35284912  0.18727927  0.40374357 -0.33285851
  0.04029857  0.69259923  0.39989052]
L2 term: [ 4.45665955e-05  7.00146126e-05  9.56230681e-05  5.07531896e-05
  1.09415601e-04 -9.02055588e-05  1.09210222e-05  1.87696268e-04
  1.08371413e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16443854  0.25832647  0.35285958  0.18733675  0.40378084 -0.33293188
  0.0403102   0.69266157  0.39989252]
L2 term: [ 4.45632893e-05  7.00071723e-05  9.56259019e-05  5.07687660e-05
  1.09425702e-04 -9.02254430e-05  1.09241732e-05  1.87713162e-04
  1.08371956e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16442642  0.2582992   0.35286993  0.18739401  0.40381782 -0.33300486
  0.04032175  0.69272335  0.39989449]
L2 term: [ 4.45600049e-05  6.99997823e-05  9.56287081e-05  5.07842851e-05
  1.09435725e-04 -9.02452208e-05  1.09273027e-05  1.87729906e-04
  1.08372490e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16441438  0.25827211  0.35288019  0.18745107  0.40385452 -0.33307746
  0.04033322  0.69278459  0.39989643]
L2 term: [ 4.45567420e-05  6.99924422e-05  9.56314872e-05  5.07997471e-05
  1.09445670e-04 -9.02648931e-05  1.09304110e-05  1.87746502e-04
  1.08373017e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16440242  0.25824521  0.35289034  0.18750791  0.40389094 -0.33314966
  0.04034461  0.69284529  0.39989834]
L2 term: [ 4.45535007e-05  6.99851518e-05  9.56342392e-05  5.08151521e-05
  1.09455538e-04 -9.02844604e-05  1.09334980e-05  1.87762952e-04
  1.08373535e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16439054  0.25821849  0.3529004   0.18756455  0.40392707 -0.33322148
  0.04035592  0.69290545  0.39990023]
L2 term: [ 4.45502807e-05  6.99779108e-05  9.56369645e-05  5.08305004e-05
  1.09465330e-04 -9.03039235e-05  1.09365641e-05  1.87779255e-04
  1.08374046e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16437873  0.25819195  0.35291036  0.18762097  0.40396292 -0.33329291
  0.04036716  0.69296508  0.39990208]
L2 term: [ 4.45470820e-05  6.99707189e-05  9.56396633e-05  5.08457924e-05
  1.09475046e-04 -9.03232831e-05  1.09396092e-05  1.87795414e-04
  1.08374548e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16436701  0.25816559  0.35292022  0.18767719  0.40399849 -0.33336397
  0.04037832  0.69302417  0.39990391]
L2 term: [ 4.45439045e-05  6.99635757e-05  9.56423358e-05  5.08610282e-05
  1.09484687e-04 -9.03425399e-05  1.09426335e-05  1.87811430e-04
  1.08375043e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16435536  0.25813942  0.35292998  0.18773321  0.40403379 -0.33343465
  0.0403894   0.69308275  0.39990571]
L2 term: [ 4.45407480e-05  6.99564811e-05  9.56449823e-05  5.08762081e-05
  1.09494253e-04 -9.03616944e-05  1.09456372e-05  1.87827302e-04
  1.08375531e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16434379  0.25811341  0.35293966  0.18778902  0.40406882 -0.33350496
  0.04040041  0.6931408   0.39990748]
L2 term: [ 4.45376125e-05  6.99494347e-05  9.56476030e-05  5.08913323e-05
  1.09503745e-04 -9.03807475e-05  1.09486202e-05  1.87843034e-04
  1.08376011e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1643323   0.25808759  0.35294923  0.18784462  0.40410358 -0.33357489
  0.04041134  0.69319833  0.39990923]
L2 term: [ 4.45344978e-05  6.99424362e-05  9.56501982e-05  5.09064010e-05
  1.09513164e-04 -9.03996997e-05  1.09515829e-05  1.87858625e-04
  1.08376484e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16432088  0.25806194  0.35295871  0.18790002  0.40413807 -0.33364446
  0.0404222   0.69325535  0.39991094]
L2 term: [ 4.45314038e-05  6.99354853e-05  9.56527682e-05  5.09214146e-05
  1.09522511e-04 -9.04185517e-05  1.09545252e-05  1.87874077e-04
  1.08376950e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16430954  0.25803647  0.3529681   0.18795522  0.40417229 -0.33371365
  0.04043298  0.69331185  0.39991264]
L2 term: [ 4.45283304e-05  6.99285817e-05  9.56553130e-05  5.09363732e-05
  1.09531785e-04 -9.04373042e-05  1.09574473e-05  1.87889391e-04
  1.08377408e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16429827  0.25801117  0.3529774   0.18801021  0.40420624 -0.33378248
  0.04044369  0.69336786  0.3999143 ]
L2 term: [ 4.45252775e-05  6.99217252e-05  9.56578330e-05  5.09512771e-05
  1.09540988e-04 -9.04559578e-05  1.09603493e-05  1.87904568e-04
  1.08377860e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16428708  0.25798604  0.35298661  0.18806501  0.40423994 -0.33385095
  0.04045432  0.69342336  0.39991595]
L2 term: [ 4.45222450e-05  6.99149155e-05  9.56603284e-05  5.09661265e-05
  1.09550119e-04 -9.04745131e-05  1.09632313e-05  1.87919609e-04
  1.08378305e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16427597  0.25796108  0.35299573  0.1881196   0.40427338 -0.33391906
  0.04046488  0.69347836  0.39991756]
L2 term: [ 4.45192327e-05  6.99081522e-05  9.56627995e-05  5.09809216e-05
  1.09559181e-04 -9.04929709e-05  1.09660935e-05  1.87934515e-04
  1.08378743e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16426493  0.2579363   0.35300476  0.188174    0.40430656 -0.33398681
  0.04047537  0.69353287  0.39991915]
L2 term: [ 4.45162406e-05  6.99014351e-05  9.56652463e-05  5.09956628e-05
  1.09568172e-04 -9.05113317e-05  1.09689359e-05  1.87949288e-04
  1.08379175e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16425396  0.25791168  0.3530137   0.18822819  0.40433948 -0.33405421
  0.04048579  0.69358689  0.39992072]
L2 term: [ 4.45132686e-05  6.98947640e-05  9.56676693e-05  5.10103502e-05
  1.09577094e-04 -9.05295961e-05  1.09717588e-05  1.87963927e-04
  1.08379600e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16424307  0.25788723  0.35302255  0.18828219  0.40437215 -0.33412125
  0.04049613  0.69364042  0.39992227]
L2 term: [ 4.45103165e-05  6.98881385e-05  9.56700685e-05  5.10249840e-05
  1.09585948e-04 -9.05477649e-05  1.09745621e-05  1.87978434e-04
  1.08380018e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16423225  0.25786295  0.35303132  0.18833599  0.40440457 -0.33418794
  0.04050641  0.69369347  0.39992379]
L2 term: [ 4.45073843e-05  6.98815583e-05  9.56724442e-05  5.10395645e-05
  1.09594733e-04 -9.05658385e-05  1.09773460e-05  1.87992811e-04
  1.08380431e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1642215   0.25783884  0.35304     0.1883896   0.40443673 -0.33425429
  0.04051661  0.69374604  0.39992529]
L2 term: [ 4.45044717e-05  6.98750232e-05  9.56747967e-05  5.10540920e-05
  1.09603451e-04 -9.05838177e-05  1.09801106e-05  1.88007058e-04
  1.08380837e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16421083  0.25781489  0.3530486   0.18844301  0.40446865 -0.33432028
  0.04052674  0.69379814  0.39992676]
L2 term: [ 4.45015788e-05  6.98685329e-05  9.56771261e-05  5.10685666e-05
  1.09612101e-04 -9.06017030e-05  1.09828561e-05  1.88021176e-04
  1.08381237e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16420022  0.2577911   0.35305711  0.18849623  0.40450033 -0.33438594
  0.0405368   0.69384976  0.39992822]
L2 term: [ 4.44987054e-05  6.98620872e-05  9.56794326e-05  5.10829886e-05
  1.09620685e-04 -9.06194950e-05  1.09855826e-05  1.88035166e-04
  1.08381631e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16418969  0.25776748  0.35306553  0.18854925  0.40453176 -0.33445125
  0.04054679  0.69390092  0.39992965]
L2 term: [ 4.44958514e-05  6.98556857e-05  9.56817166e-05  5.10973582e-05
  1.09629204e-04 -9.06371944e-05  1.09882901e-05  1.88049029e-04
  1.08382019e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16417923  0.25774402  0.35307388  0.18860208  0.40456295 -0.33451622
  0.04055671  0.69395161  0.39993106]
L2 term: [ 4.44930167e-05  6.98493281e-05  9.56839780e-05  5.11116757e-05
  1.09637656e-04 -9.06548018e-05  1.09909787e-05  1.88062767e-04
  1.08382401e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16416884  0.25772072  0.35308214  0.18865472  0.4045939  -0.33458085
  0.04056656  0.69400184  0.39993245]
L2 term: [ 4.44902011e-05  6.98430143e-05  9.56862173e-05  5.11259412e-05
  1.09646044e-04 -9.06723177e-05  1.09936487e-05  1.88076379e-04
  1.08382778e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16415852  0.25769759  0.35309032  0.18870717  0.40462461 -0.33464515
  0.04057635  0.69405161  0.39993382]
L2 term: [ 4.44874047e-05  6.98367440e-05  9.56884345e-05  5.11401550e-05
  1.09654367e-04 -9.06897427e-05  1.09963001e-05  1.88089868e-04
  1.08383149e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16414827  0.25767461  0.35309842  0.18875943  0.40465509 -0.33470912
  0.04058606  0.69410093  0.39993517]
L2 term: [ 4.44846272e-05  6.98305168e-05  9.56906299e-05  5.11543173e-05
  1.09662627e-04 -9.07070774e-05  1.09989330e-05  1.88103234e-04
  1.08383514e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1641381   0.25765179  0.35310645  0.1888115   0.40468534 -0.33477275
  0.04059571  0.6941498   0.39993649]
L2 term: [ 4.44818686e-05  6.98243325e-05  9.56928037e-05  5.11684283e-05
  1.09670823e-04 -9.07243224e-05  1.10015475e-05  1.88116477e-04
  1.08383874e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16412799  0.25762912  0.35311439  0.18886338  0.40471535 -0.33483605
  0.04060529  0.69419822  0.3999378 ]
L2 term: [ 4.44791288e-05  6.98181908e-05  9.56949560e-05  5.11824883e-05
  1.09678956e-04 -9.07414782e-05  1.10041437e-05  1.88129600e-04
  1.08384228e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16411794  0.25760662  0.35312225  0.18891508  0.40474513 -0.33489903
  0.0406148   0.6942462   0.39993909]
L2 term: [ 4.44764076e-05  6.98120915e-05  9.56970871e-05  5.11964975e-05
  1.09687026e-04 -9.07585455e-05  1.10067218e-05  1.88142602e-04
  1.08384578e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16410797  0.25758427  0.35313004  0.18896658  0.40477468 -0.33496169
  0.04062425  0.69429374  0.39994036]
L2 term: [ 4.44737050e-05  6.98060344e-05  9.56991972e-05  5.12104561e-05
  1.09695035e-04 -9.07755249e-05  1.10092818e-05  1.88155486e-04
  1.08384922e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16409807  0.25756207  0.35313775  0.1890179   0.40480401 -0.33502402
  0.04063363  0.69434085  0.39994161]
L2 term: [ 4.44710208e-05  6.98000190e-05  9.57012865e-05  5.12243643e-05
  1.09702983e-04 -9.07924167e-05  1.10118239e-05  1.88168251e-04
  1.08385261e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16408823  0.25754003  0.35314538  0.18906904  0.40483311 -0.33508603
  0.04064294  0.69438752  0.39994284]
L2 term: [ 4.44683550e-05  6.97940453e-05  9.57033551e-05  5.12382223e-05
  1.09710869e-04 -9.08092218e-05  1.10143481e-05  1.88180899e-04
  1.08385594e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16407846  0.25751814  0.35315294  0.18911999  0.40486199 -0.33514772
  0.04065219  0.69443376  0.39994406]
L2 term: [ 4.44657074e-05  6.97881129e-05  9.57054032e-05  5.12520304e-05
  1.09718696e-04 -9.08259405e-05  1.10168547e-05  1.88193430e-04
  1.08385923e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16406876  0.2574964   0.35316042  0.18917076  0.40489064 -0.3352091
  0.04066138  0.69447957  0.39994525]
L2 term: [ 4.44630779e-05  6.97822216e-05  9.57074311e-05  5.12657888e-05
  1.09726462e-04 -9.08425734e-05  1.10193436e-05  1.88205846e-04
  1.08386247e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16405912  0.25747481  0.35316783  0.18922135  0.40491908 -0.33527016
  0.0406705   0.69452496  0.39994643]
L2 term: [ 4.44604665e-05  6.97763711e-05  9.57094389e-05  5.12794976e-05
  1.09734169e-04 -9.08591211e-05  1.10218150e-05  1.88218147e-04
  1.08386567e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16404955  0.25745337  0.35317516  0.18927175  0.4049473  -0.33533091
  0.04067955  0.69456993  0.39994759]
L2 term: [ 4.44578730e-05  6.97705611e-05  9.57114268e-05  5.12931571e-05
  1.09741817e-04 -9.08755842e-05  1.10242690e-05  1.88230335e-04
  1.08386881e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16404005  0.25743208  0.35318243  0.18932197  0.40497531 -0.33539134
  0.04068854  0.69461449  0.39994874]
L2 term: [ 4.44552973e-05  6.97647915e-05  9.57133949e-05  5.13067676e-05
  1.09749406e-04 -9.08919631e-05  1.10267057e-05  1.88242409e-04
  1.08387191e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16403061  0.25741094  0.35318962  0.18937201  0.4050031  -0.33545147
  0.04069747  0.69465863  0.39994986]
L2 term: [ 4.44527394e-05  6.97590619e-05  9.57153435e-05  5.13203292e-05
  1.09756938e-04 -9.09082584e-05  1.10291252e-05  1.88254372e-04
  1.08387497e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16402123  0.25738994  0.35319674  0.18942188  0.40503068 -0.3355113
  0.04070634  0.69470236  0.39995097]
L2 term: [ 4.44501991e-05  6.97533721e-05  9.57172728e-05  5.13338421e-05
  1.09764412e-04 -9.09244707e-05  1.10315276e-05  1.88266223e-04
  1.08387798e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16401193  0.25736909  0.35320378  0.18947156  0.40505805 -0.33557082
  0.04071514  0.69474569  0.39995207]
L2 term: [ 4.44476763e-05  6.97477219e-05  9.57191829e-05  5.13473065e-05
  1.09771828e-04 -9.09406004e-05  1.10339131e-05  1.88277965e-04
  1.08388094e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16400268  0.25734839  0.35321076  0.18952107  0.40508521 -0.33563003
  0.04072388  0.69478861  0.39995315]
L2 term: [ 4.44451709e-05  6.97421109e-05  9.57210739e-05  5.13607227e-05
  1.09779188e-04 -9.09566481e-05  1.10362816e-05  1.88289597e-04
  1.08388386e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1639935   0.25732783  0.35321767  0.1895704   0.40511216 -0.33568895
  0.04073256  0.69483113  0.39995421]
L2 term: [ 4.44426829e-05  6.97365391e-05  9.57229461e-05  5.13740909e-05
  1.09786492e-04 -9.09726143e-05  1.10386334e-05  1.88301120e-04
  1.08388674e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16398438  0.25730741  0.35322451  0.18961955  0.4051389  -0.33574756
  0.04074117  0.69487326  0.39995525]
L2 term: [ 4.44402121e-05  6.97310060e-05  9.57247997e-05  5.13874112e-05
  1.09793741e-04 -9.09884995e-05  1.10409685e-05  1.88312536e-04
  1.08388958e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16397533  0.25728714  0.35323128  0.18966852  0.40516544 -0.33580588
  0.04074973  0.69491499  0.39995629]
L2 term: [ 4.44377584e-05  6.97255115e-05  9.57266347e-05  5.14006839e-05
  1.09800933e-04 -9.10043043e-05  1.10432871e-05  1.88323844e-04
  1.08389237e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16396634  0.257267    0.35323799  0.18971732  0.40519178 -0.33586391
  0.04075822  0.69495632  0.3999573 ]
L2 term: [ 4.44353217e-05  6.97200553e-05  9.57284514e-05  5.14139092e-05
  1.09808072e-04 -9.10200291e-05  1.10455892e-05  1.88335047e-04
  1.08389513e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16395741  0.25724701  0.35324462  0.18976595  0.40521792 -0.33592164
  0.04076666  0.69499727  0.3999583 ]
L2 term: [ 4.44329020e-05  6.97146372e-05  9.57302500e-05  5.14270873e-05
  1.09815155e-04 -9.10356744e-05  1.10478749e-05  1.88346145e-04
  1.08389784e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16394854  0.25722716  0.35325119  0.18981441  0.40524386 -0.33597908
  0.04077503  0.69503784  0.39995929]
L2 term: [ 4.44304991e-05  6.97092570e-05  9.57320306e-05  5.14402183e-05
  1.09822185e-04 -9.10512408e-05  1.10501443e-05  1.88357138e-04
  1.08390052e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16393974  0.25720744  0.3532577   0.18986269  0.4052696  -0.33603623
  0.04078335  0.69507802  0.39996026]
L2 term: [ 4.44281129e-05  6.97039143e-05  9.57337933e-05  5.14533026e-05
  1.09829161e-04 -9.10667288e-05  1.10523976e-05  1.88368028e-04
  1.08390316e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16393099  0.25718787  0.35326414  0.1899108   0.40529515 -0.33609309
  0.0407916   0.69511783  0.39996122]
L2 term: [ 4.44257433e-05  6.96986090e-05  9.57355384e-05  5.14663402e-05
  1.09836084e-04 -9.10821388e-05  1.10546348e-05  1.88378815e-04
  1.08390576e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16392231  0.25716843  0.35327051  0.18995873  0.4053205  -0.33614967
  0.0407998   0.69515725  0.39996217]
L2 term: [ 4.44233903e-05  6.96933408e-05  9.57372660e-05  5.14793314e-05
  1.09842954e-04 -9.10974713e-05  1.10568561e-05  1.88389500e-04
  1.08390832e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16391369  0.25714912  0.35327682  0.1900065   0.40534566 -0.33620596
  0.04080794  0.69519631  0.3999631 ]
L2 term: [ 4.44210538e-05  6.96881095e-05  9.57389762e-05  5.14922764e-05
  1.09849772e-04 -9.11127268e-05  1.10590615e-05  1.88400084e-04
  1.08391084e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16390513  0.25712996  0.35328307  0.1900541   0.40537063 -0.33626197
  0.04081602  0.69523499  0.39996402]
L2 term: [ 4.44187335e-05  6.96829149e-05  9.57406692e-05  5.15051754e-05
  1.09856538e-04 -9.11279059e-05  1.10612511e-05  1.88410567e-04
  1.08391333e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16389662  0.25711092  0.35328925  0.19010153  0.4053954  -0.3363177
  0.04082404  0.69527331  0.39996492]
L2 term: [ 4.44164295e-05  6.96777567e-05  9.57423452e-05  5.15180286e-05
  1.09863253e-04 -9.11430089e-05  1.10634250e-05  1.88420951e-04
  1.08391579e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16388818  0.25709202  0.35329538  0.19014879  0.40541999 -0.33637315
  0.040832    0.69531126  0.39996582]
L2 term: [ 4.44141417e-05  6.96726346e-05  9.57440043e-05  5.15308362e-05
  1.09869916e-04 -9.11580364e-05  1.10655834e-05  1.88431236e-04
  1.08391820e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1638798   0.25707325  0.35330144  0.19019588  0.40544439 -0.33642833
  0.04083991  0.69534885  0.3999667 ]
L2 term: [ 4.44118699e-05  6.96675486e-05  9.57456467e-05  5.15435983e-05
  1.09876529e-04 -9.11729888e-05  1.10677263e-05  1.88441424e-04
  1.08392059e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16387148  0.25705462  0.35330744  0.1902428   0.40546861 -0.33648323
  0.04084776  0.69538608  0.39996756]
L2 term: [ 4.44096141e-05  6.96624982e-05  9.57472725e-05  5.15563152e-05
  1.09883092e-04 -9.11878666e-05  1.10698538e-05  1.88451514e-04
  1.08392294e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16386321  0.25703611  0.35331337  0.19028956  0.40549264 -0.33653785
  0.04085555  0.69542296  0.39996842]
L2 term: [ 4.44073741e-05  6.96574833e-05  9.57488819e-05  5.15689871e-05
  1.09889605e-04 -9.12026703e-05  1.10719661e-05  1.88461507e-04
  1.08392526e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.163855    0.25701774  0.35331925  0.19033616  0.40551649 -0.33659221
  0.04086329  0.69545948  0.39996926]
L2 term: [ 4.44051499e-05  6.96525037e-05  9.57504750e-05  5.15816142e-05
  1.09896068e-04 -9.12174003e-05  1.10740631e-05  1.88471405e-04
  1.08392754e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16384685  0.25699949  0.35332507  0.19038259  0.40554016 -0.33664629
  0.04087098  0.69549566  0.39997009]
L2 term: [ 4.44029414e-05  6.96475592e-05  9.57520520e-05  5.15941966e-05
  1.09902482e-04 -9.12320571e-05  1.10761451e-05  1.88481207e-04
  1.08392979e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16383876  0.25698138  0.35333083  0.19042885  0.40556365 -0.33670011
  0.0408786   0.69553148  0.39997091]
L2 term: [ 4.44007485e-05  6.96426495e-05  9.57536130e-05  5.16067345e-05
  1.09908848e-04 -9.12466411e-05  1.10782121e-05  1.88490916e-04
  1.08393201e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16383073  0.25696339  0.35333653  0.19047495  0.40558696 -0.33675365
  0.04088617  0.69556696  0.39997172]
L2 term: [ 4.43985710e-05  6.96377743e-05  9.57551582e-05  5.16192282e-05
  1.09915165e-04 -9.12611529e-05  1.10802641e-05  1.88500531e-04
  1.08393420e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16382275  0.25694552  0.35334218  0.19052089  0.40561009 -0.33680694
  0.04089369  0.6956021   0.39997252]
L2 term: [ 4.43964090e-05  6.96329336e-05  9.57566877e-05  5.16316778e-05
  1.09921435e-04 -9.12755928e-05  1.10823014e-05  1.88510053e-04
  1.08393636e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16381483  0.25692779  0.35334776  0.19056667  0.40563305 -0.33685996
  0.04090116  0.69563689  0.3999733 ]
L2 term: [ 4.43942622e-05  6.96281270e-05  9.57582016e-05  5.16440835e-05
  1.09927657e-04 -9.12899612e-05  1.10843239e-05  1.88519483e-04
  1.08393849e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16380696  0.25691018  0.35335329  0.19061228  0.40565584 -0.33691271
  0.04090856  0.69567135  0.39997408]
L2 term: [ 4.43921307e-05  6.96233543e-05  9.57597002e-05  5.16564455e-05
  1.09933831e-04 -9.13042588e-05  1.10863319e-05  1.88528822e-04
  1.08394059e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16379915  0.25689269  0.35335877  0.19065774  0.40567845 -0.33696521
  0.04091592  0.69570548  0.39997484]
L2 term: [ 4.43900143e-05  6.96186153e-05  9.57611835e-05  5.16687640e-05
  1.09939959e-04 -9.13184858e-05  1.10883253e-05  1.88538070e-04
  1.08394266e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1637914   0.25687533  0.35336418  0.19070303  0.40570089 -0.33701745
  0.04092322  0.69573927  0.3999756 ]
L2 term: [ 4.43879129e-05  6.96139099e-05  9.57626516e-05  5.16810392e-05
  1.09946041e-04 -9.13326427e-05  1.10903042e-05  1.88547229e-04
  1.08394471e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1637837   0.25685809  0.35336955  0.19074817  0.40572316 -0.33706943
  0.04093047  0.69577274  0.39997634]
L2 term: [ 4.43858265e-05  6.96092377e-05  9.57641048e-05  5.16932712e-05
  1.09952076e-04 -9.13467300e-05  1.10922688e-05  1.88556298e-04
  1.08394672e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16377606  0.25684097  0.35337485  0.19079315  0.40574526 -0.33712116
  0.04093767  0.69580588  0.39997707]
L2 term: [ 4.43837549e-05  6.96045985e-05  9.57655431e-05  5.17054603e-05
  1.09958066e-04 -9.13607480e-05  1.10942192e-05  1.88565279e-04
  1.08394871e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16376847  0.25682397  0.35338011  0.19083797  0.4057672  -0.33717263
  0.04094481  0.69583869  0.3999778 ]
L2 term: [ 4.43816981e-05  6.95999923e-05  9.57669666e-05  5.17176066e-05
  1.09964011e-04 -9.13746973e-05  1.10961554e-05  1.88574172e-04
  1.08395067e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16376093  0.25680709  0.35338531  0.19088263  0.40578897 -0.33722385
  0.04095191  0.69587119  0.39997851]
L2 term: [ 4.43796559e-05  6.95954186e-05  9.57683756e-05  5.17297103e-05
  1.09969910e-04 -9.13885782e-05  1.10980775e-05  1.88582978e-04
  1.08395260e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16375345  0.25679034  0.35339045  0.19092714  0.40581057 -0.33727482
  0.04095895  0.69590336  0.39997921]
L2 term: [ 4.43776284e-05  6.95908774e-05  9.57697702e-05  5.17417716e-05
  1.09975765e-04 -9.14023912e-05  1.10999856e-05  1.88591697e-04
  1.08395451e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16374602  0.2567737   0.35339554  0.19097149  0.40583201 -0.33732554
  0.04096594  0.69593522  0.39997991]
L2 term: [ 4.43756153e-05  6.95863684e-05  9.57711504e-05  5.17537906e-05
  1.09981576e-04 -9.14161366e-05  1.11018799e-05  1.88600331e-04
  1.08395639e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16373865  0.25675718  0.35340059  0.19101568  0.40585329 -0.33737602
  0.04097288  0.69596677  0.39998059]
L2 term: [ 4.43736166e-05  6.95818914e-05  9.57725164e-05  5.17657677e-05
  1.09987343e-04 -9.14298149e-05  1.11037603e-05  1.88608880e-04
  1.08395825e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16373132  0.25674078  0.35340557  0.19105972  0.40587441 -0.33742624
  0.04097976  0.695998    0.39998127]
L2 term: [ 4.43716323e-05  6.95774462e-05  9.57738684e-05  5.17777028e-05
  1.09993066e-04 -9.14434265e-05  1.11056270e-05  1.88617344e-04
  1.08396008e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16372405  0.25672449  0.35341051  0.19110361  0.40589537 -0.33747623
  0.0409866   0.69602893  0.39998194]
L2 term: [ 4.43696621e-05  6.95730326e-05  9.57752064e-05  5.17895962e-05
  1.09998746e-04 -9.14569718e-05  1.11074801e-05  1.88625725e-04
  1.08396189e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16371684  0.25670832  0.3534154   0.19114734  0.40591617 -0.33752597
  0.04099339  0.69605954  0.3999826 ]
L2 term: [ 4.43677062e-05  6.95686504e-05  9.57765306e-05  5.18014481e-05
  1.10004383e-04 -9.14704513e-05  1.11093196e-05  1.88634023e-04
  1.08396368e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16370967  0.25669226  0.35342023  0.19119092  0.40593682 -0.33757546
  0.04100013  0.69608986  0.39998325]
L2 term: [ 4.43657643e-05  6.95642994e-05  9.57778411e-05  5.18132587e-05
  1.10009977e-04 -9.14838652e-05  1.11111457e-05  1.88642238e-04
  1.08396544e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16370256  0.25667632  0.35342502  0.19123435  0.4059573  -0.33762472
  0.04100682  0.69611987  0.39998389]
L2 term: [ 4.43638363e-05  6.95599793e-05  9.57791381e-05  5.18250281e-05
  1.10015530e-04 -9.14972141e-05  1.11129584e-05  1.88650372e-04
  1.08396717e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16369549  0.2566605   0.35342976  0.19127763  0.40597764 -0.33767374
  0.04101346  0.69614959  0.39998452]
L2 term: [ 4.43619222e-05  6.95556900e-05  9.57804216e-05  5.18367565e-05
  1.10021040e-04 -9.15104984e-05  1.11147579e-05  1.88658424e-04
  1.08396889e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16368848  0.25664478  0.35343444  0.19132076  0.40599782 -0.33772252
  0.04102005  0.696179    0.39998514]
L2 term: [ 4.43600220e-05  6.95514313e-05  9.57816918e-05  5.18484441e-05
  1.10026509e-04 -9.15237183e-05  1.11165441e-05  1.88666396e-04
  1.08397058e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16368152  0.25662918  0.35343908  0.19136374  0.40601785 -0.33777107
  0.04102659  0.69620812  0.39998576]
L2 term: [ 4.43581354e-05  6.95472030e-05  9.57829488e-05  5.18600911e-05
  1.10031937e-04 -9.15368743e-05  1.11183172e-05  1.88674289e-04
  1.08397225e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16367461  0.25661369  0.35344367  0.19140656  0.40603772 -0.33781938
  0.04103309  0.69623695  0.39998637]
L2 term: [ 4.43562625e-05  6.95430048e-05  9.57841928e-05  5.18716976e-05
  1.10037324e-04 -9.15499669e-05  1.11200773e-05  1.88682102e-04
  1.08397390e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16366775  0.25659831  0.35344821  0.19144924  0.40605745 -0.33786746
  0.04103953  0.6962655   0.39998697]
L2 term: [ 4.43544032e-05  6.95388366e-05  9.57854237e-05  5.18832637e-05
  1.10042670e-04 -9.15629963e-05  1.11218244e-05  1.88689836e-04
  1.08397553e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16366094  0.25658304  0.35345271  0.19149177  0.40607703 -0.3379153
  0.04104593  0.69629375  0.39998756]
L2 term: [ 4.43525573e-05  6.95346982e-05  9.57866419e-05  5.18947898e-05
  1.10047976e-04 -9.15759630e-05  1.11235587e-05  1.88697493e-04
  1.08397714e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16365417  0.25656787  0.35345716  0.19153416  0.40609646 -0.33796292
  0.04105228  0.69632172  0.39998815]
L2 term: [ 4.43507247e-05  6.95305894e-05  9.57878473e-05  5.19062759e-05
  1.10053242e-04 -9.15888673e-05  1.11252802e-05  1.88705072e-04
  1.08397872e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16364746  0.25655282  0.35346156  0.19157639  0.40611575 -0.33801031
  0.04105859  0.6963494   0.39998873]
L2 term: [ 4.43489055e-05  6.95265100e-05  9.57890401e-05  5.19177222e-05
  1.10058468e-04 -9.16017097e-05  1.11269890e-05  1.88712575e-04
  1.08398029e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1636408   0.25653788  0.35346591  0.19161849  0.40613489 -0.33805747
  0.04106485  0.6963768   0.3999893 ]
L2 term: [ 4.43470995e-05  6.95224598e-05  9.57902204e-05  5.19291288e-05
  1.10063655e-04 -9.16144905e-05  1.11286852e-05  1.88720001e-04
  1.08398184e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16363418  0.25652304  0.35347022  0.19166043  0.40615388 -0.33810441
  0.04107106  0.69640393  0.39998986]
L2 term: [ 4.43453066e-05  6.95184385e-05  9.57913883e-05  5.19404960e-05
  1.10068803e-04 -9.16272101e-05  1.11303689e-05  1.88727352e-04
  1.08398337e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16362761  0.25650831  0.35347449  0.19170223  0.40617274 -0.33815112
  0.04107723  0.69643078  0.39999042]
L2 term: [ 4.43435268e-05  6.95144461e-05  9.57925439e-05  5.19518240e-05
  1.10073913e-04 -9.16398688e-05  1.11320401e-05  1.88734629e-04
  1.08398488e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16362109  0.25649368  0.35347871  0.19174389  0.40619145 -0.3381976
  0.04108335  0.69645735  0.39999097]
L2 term: [ 4.43417599e-05  6.95104824e-05  9.57936874e-05  5.19631128e-05
  1.10078984e-04 -9.16524671e-05  1.11336989e-05  1.88741830e-04
  1.08398637e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16361462  0.25647916  0.35348288  0.1917854   0.40621002 -0.33824387
  0.04108942  0.69648366  0.39999151]
L2 term: [ 4.43400059e-05  6.95065470e-05  9.57948188e-05  5.19743626e-05
  1.10084017e-04 -9.16650052e-05  1.11353455e-05  1.88748959e-04
  1.08398784e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1636082   0.25646474  0.35348701  0.19182677  0.40622845 -0.33828991
  0.04109546  0.69650969  0.39999205]
L2 term: [ 4.43382648e-05  6.95026399e-05  9.57959383e-05  5.19855736e-05
  1.10089012e-04 -9.16774836e-05  1.11369798e-05  1.88756014e-04
  1.08398930e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16360182  0.25645043  0.3534911   0.19186799  0.40624675 -0.33833574
  0.04110144  0.69653546  0.39999258]
L2 term: [ 4.43365363e-05  6.94987609e-05  9.57970460e-05  5.19967460e-05
  1.10093969e-04 -9.16899026e-05  1.11386020e-05  1.88762996e-04
  1.08399073e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16359549  0.25643622  0.35349514  0.19190908  0.4062649  -0.33838135
  0.04110738  0.69656096  0.3999931 ]
L2 term: [ 4.43348205e-05  6.94949098e-05  9.57981419e-05  5.20078800e-05
  1.10098890e-04 -9.17022625e-05  1.11402122e-05  1.88769907e-04
  1.08399215e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1635892   0.25642211  0.35349914  0.19195002  0.40628292 -0.33842674
  0.04111328  0.69658619  0.39999362]
L2 term: [ 4.43331173e-05  6.94910863e-05  9.57992262e-05  5.20189756e-05
  1.10103773e-04 -9.17145638e-05  1.11418104e-05  1.88776746e-04
  1.08399355e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16358296  0.2564081   0.3535031   0.19199082  0.40630081 -0.33847192
  0.04111913  0.69661117  0.39999413]
L2 term: [ 4.43314265e-05  6.94872904e-05  9.58002990e-05  5.20300331e-05
  1.10108620e-04 -9.17268068e-05  1.11433966e-05  1.88783515e-04
  1.08399494e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16357677  0.2563942   0.35350702  0.19203148  0.40631856 -0.33851688
  0.04112494  0.69663589  0.39999464]
L2 term: [ 4.43297482e-05  6.94835217e-05  9.58013604e-05  5.20410526e-05
  1.10113430e-04 -9.17389918e-05  1.11449711e-05  1.88790213e-04
  1.08399631e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16357062  0.25638039  0.35351089  0.19207201  0.40633617 -0.33856163
  0.04113071  0.69666035  0.39999514]
L2 term: [ 4.43280822e-05  6.94797803e-05  9.58024105e-05  5.20520342e-05
  1.10118204e-04 -9.17511191e-05  1.11465339e-05  1.88796842e-04
  1.08399766e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16356452  0.25636668  0.35351473  0.19211239  0.40635366 -0.33860617
  0.04113643  0.69668455  0.39999563]
L2 term: [ 4.43264285e-05  6.94760658e-05  9.58034493e-05  5.20629782e-05
  1.10122943e-04 -9.17631892e-05  1.11480850e-05  1.88803401e-04
  1.08399900e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16355846  0.25635308  0.35351852  0.19215263  0.40637101 -0.3386505
  0.04114211  0.6967085   0.39999612]
L2 term: [ 4.43247869e-05  6.94723781e-05  9.58044771e-05  5.20738847e-05
  1.10127646e-04 -9.17752024e-05  1.11496245e-05  1.88809892e-04
  1.08400033e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16355245  0.25633957  0.35352227  0.19219274  0.40638824 -0.33869462
  0.04114775  0.6967322   0.3999966 ]
L2 term: [ 4.43231574e-05  6.94687170e-05  9.58054939e-05  5.20847538e-05
  1.10132314e-04 -9.17871589e-05  1.11511524e-05  1.88816315e-04
  1.08400163e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16354648  0.25632615  0.35352598  0.19223271  0.40640533 -0.33873853
  0.04115335  0.69675565  0.39999708]
L2 term: [ 4.43215400e-05  6.94650823e-05  9.58064997e-05  5.20955857e-05
  1.10136947e-04 -9.17990592e-05  1.11526690e-05  1.88822671e-04
  1.08400293e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16354056  0.25631284  0.35352966  0.19227254  0.4064223  -0.33878223
  0.0411589   0.69677886  0.39999755]
L2 term: [ 4.43199345e-05  6.94614739e-05  9.58074947e-05  5.21063806e-05
  1.10141545e-04 -9.18109036e-05  1.11541742e-05  1.88828959e-04
  1.08400420e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16353468  0.25629962  0.35353329  0.19231224  0.40643914 -0.33882574
  0.04116442  0.69680182  0.39999802]
L2 term: [ 4.43183409e-05  6.94578916e-05  9.58084791e-05  5.21171386e-05
  1.10146109e-04 -9.18226924e-05  1.11556681e-05  1.88835181e-04
  1.08400547e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16352884  0.2562865   0.35353688  0.1923518   0.40645586 -0.33886903
  0.04116989  0.69682454  0.39999848]
L2 term: [ 4.43167591e-05  6.94543351e-05  9.58094528e-05  5.21278598e-05
  1.10150638e-04 -9.18344260e-05  1.11571508e-05  1.88841338e-04
  1.08400672e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16352305  0.25627347  0.35354044  0.19239123  0.40647244 -0.33891213
  0.04117532  0.69684701  0.39999893]
L2 term: [ 4.43151890e-05  6.94508045e-05  9.58104160e-05  5.21385445e-05
  1.10155134e-04 -9.18461046e-05  1.11586224e-05  1.88847429e-04
  1.08400795e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1635173   0.25626053  0.35354395  0.19243052  0.40648891 -0.33895502
  0.04118071  0.69686925  0.39999939]
L2 term: [ 4.43136305e-05  6.94472993e-05  9.58113688e-05  5.21491927e-05
  1.10159596e-04 -9.18577286e-05  1.11600829e-05  1.88853455e-04
  1.08400918e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16351159  0.25624769  0.35354743  0.19246968  0.40650525 -0.33899771
  0.04118605  0.69689125  0.39999983]
L2 term: [ 4.43120836e-05  6.94438196e-05  9.58123113e-05  5.21598047e-05
  1.10164025e-04 -9.18692984e-05  1.11615325e-05  1.88859417e-04
  1.08401038e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16350592  0.25623495  0.35355087  0.1925087   0.40652147 -0.3390402
  0.04119136  0.69691301  0.40000027]
L2 term: [ 4.43105482e-05  6.94403651e-05  9.58132435e-05  5.21703805e-05
  1.10168421e-04 -9.18808142e-05  1.11629711e-05  1.88865315e-04
  1.08401158e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1635003   0.25622229  0.35355427  0.1925476   0.40653757 -0.3390825
  0.04119663  0.69693454  0.40000071]
L2 term: [ 4.43090243e-05  6.94369357e-05  9.58141656e-05  5.21809204e-05
  1.10172783e-04 -9.18922764e-05  1.11643989e-05  1.88871150e-04
  1.08401276e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16349472  0.25620973  0.35355764  0.19258636  0.40655355 -0.3391246
  0.04120186  0.69695584  0.40000114]
L2 term: [ 4.43075116e-05  6.94335311e-05  9.58150776e-05  5.21914244e-05
  1.10177114e-04 -9.19036852e-05  1.11658159e-05  1.88876922e-04
  1.08401393e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16348918  0.25619726  0.35356096  0.19262498  0.40656941 -0.3391665
  0.04120705  0.69697691  0.40000157]
L2 term: [ 4.43060103e-05  6.94301513e-05  9.58159797e-05  5.22018928e-05
  1.10181412e-04 -9.19150411e-05  1.11672222e-05  1.88882632e-04
  1.08401509e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16348368  0.25618488  0.35356426  0.19266348  0.40658515 -0.33920821
  0.0412122   0.69699775  0.40000199]
L2 term: [ 4.43045202e-05  6.94267960e-05  9.58168719e-05  5.22123256e-05
  1.10185677e-04 -9.19263443e-05  1.11686178e-05  1.88888280e-04
  1.08401624e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16347822  0.25617259  0.35356751  0.19270185  0.40660077 -0.33924973
  0.04121731  0.69701837  0.40000241]
L2 term: [ 4.43030412e-05  6.94234651e-05  9.58177543e-05  5.22227231e-05
  1.10189911e-04 -9.19375951e-05  1.11700030e-05  1.88893867e-04
  1.08401737e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16347281  0.25616038  0.35357073  0.19274008  0.40661628 -0.33929105
  0.04122238  0.69703876  0.40000283]
L2 term: [ 4.43015732e-05  6.94201585e-05  9.58186270e-05  5.22330853e-05
  1.10194114e-04 -9.19487938e-05  1.11713776e-05  1.88899393e-04
  1.08401850e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16346743  0.25614827  0.35357392  0.19277819  0.40663167 -0.33933218
  0.04122742  0.69705893  0.40000324]
L2 term: [ 4.43001163e-05  6.94168759e-05  9.58194902e-05  5.22434124e-05
  1.10198285e-04 -9.19599408e-05  1.11727418e-05  1.88904859e-04
  1.08401961e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16346209  0.25613625  0.35357707  0.19281617  0.40664695 -0.33937312
  0.04123241  0.69707888  0.40000364]
L2 term: [ 4.42986703e-05  6.94136172e-05  9.58203438e-05  5.22537046e-05
  1.10202425e-04 -9.19710364e-05  1.11740957e-05  1.88910265e-04
  1.08402071e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1634568   0.25612431  0.35358018  0.19285402  0.40666211 -0.33941388
  0.04123737  0.69709861  0.40000404]
L2 term: [ 4.42972351e-05  6.94103822e-05  9.58211879e-05  5.22639620e-05
  1.10206534e-04 -9.19820808e-05  1.11754393e-05  1.88915612e-04
  1.08402180e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16345154  0.25611246  0.35358326  0.19289174  0.40667716 -0.33945444
  0.04124229  0.69711812  0.40000444]
L2 term: [ 4.42958107e-05  6.94071709e-05  9.58220228e-05  5.22741847e-05
  1.10210612e-04 -9.19930743e-05  1.11767727e-05  1.88920900e-04
  1.08402288e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16344633  0.2561007   0.35358631  0.19292934  0.4066921  -0.33949482
  0.04124717  0.69713742  0.40000484]
L2 term: [ 4.42943970e-05  6.94039829e-05  9.58228483e-05  5.22843729e-05
  1.10214661e-04 -9.20040173e-05  1.11780960e-05  1.88926130e-04
  1.08402395e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16344115  0.25608902  0.35358932  0.1929668   0.40670692 -0.33953502
  0.04125202  0.6971565   0.40000523]
L2 term: [ 4.42929940e-05  6.94008183e-05  9.58236647e-05  5.22945268e-05
  1.10218679e-04 -9.20149101e-05  1.11794091e-05  1.88931302e-04
  1.08402500e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16343601  0.25607743  0.3535923   0.19300415  0.40672164 -0.33957503
  0.04125683  0.69717538  0.40000561]
L2 term: [ 4.42916015e-05  6.93976767e-05  9.58244720e-05  5.23046464e-05
  1.10222667e-04 -9.20257529e-05  1.11807123e-05  1.88936416e-04
  1.08402605e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16343091  0.25606592  0.35359525  0.19304136  0.40673625 -0.33961485
  0.0412616   0.69719404  0.400006  ]
L2 term: [ 4.42902196e-05  6.93945581e-05  9.58252703e-05  5.23147319e-05
  1.10226625e-04 -9.20365460e-05  1.11820055e-05  1.88941474e-04
  1.08402709e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16342585  0.2560545   0.35359816  0.19307845  0.40675074 -0.3396545
  0.04126634  0.69721249  0.40000638]
L2 term: [ 4.42888480e-05  6.93914623e-05  9.58260597e-05  5.23247835e-05
  1.10230554e-04 -9.20472898e-05  1.11832889e-05  1.88946475e-04
  1.08402812e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16342083  0.25604316  0.35360104  0.19311542  0.40676513 -0.33969396
  0.04127104  0.69723074  0.40000675]
L2 term: [ 4.42874869e-05  6.93883892e-05  9.58268402e-05  5.23348013e-05
  1.10234454e-04 -9.20579844e-05  1.11845625e-05  1.88951420e-04
  1.08402914e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16341584  0.2560319   0.35360389  0.19315226  0.40677942 -0.33973325
  0.0412757   0.69724878  0.40000712]
L2 term: [ 4.42861360e-05  6.93853385e-05  9.58276119e-05  5.23447854e-05
  1.10238324e-04 -9.20686303e-05  1.11858263e-05  1.88956309e-04
  1.08403015e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16341089  0.25602072  0.3536067   0.19318898  0.40679359 -0.33977235
  0.04128033  0.69726662  0.40000749]
L2 term: [ 4.42847954e-05  6.93823102e-05  9.58283749e-05  5.23547360e-05
  1.10242166e-04 -9.20792277e-05  1.11870804e-05  1.88961144e-04
  1.08403115e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16340599  0.25600963  0.35360949  0.19322557  0.40680767 -0.33981128
  0.04128492  0.69728426  0.40000786]
L2 term: [ 4.42834649e-05  6.93793040e-05  9.58291294e-05  5.23646532e-05
  1.10245980e-04 -9.20897768e-05  1.11883250e-05  1.88965924e-04
  1.08403214e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16340111  0.25599862  0.35361224  0.19326204  0.40682163 -0.33985003
  0.04128948  0.6973017   0.40000822]
L2 term: [ 4.42821445e-05  6.93763199e-05  9.58298753e-05  5.23745372e-05
  1.10249765e-04 -9.21002780e-05  1.11895600e-05  1.88970649e-04
  1.08403312e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16339628  0.25598769  0.35361496  0.19329839  0.4068355  -0.3398886
  0.041294    0.69731894  0.40000858]
L2 term: [ 4.42808342e-05  6.93733577e-05  9.58306127e-05  5.23843880e-05
  1.10253522e-04 -9.21107315e-05  1.11907855e-05  1.88975321e-04
  1.08403409e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16339148  0.25597684  0.35361765  0.19333462  0.40684926 -0.339927
  0.04129849  0.69733598  0.40000894]
L2 term: [ 4.42795338e-05  6.93704173e-05  9.58313417e-05  5.23942059e-05
  1.10257251e-04 -9.21211376e-05  1.11920016e-05  1.88979940e-04
  1.08403506e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16338672  0.25596607  0.35362031  0.19337073  0.40686291 -0.33996522
  0.04130294  0.69735282  0.40000929]
L2 term: [ 4.42782434e-05  6.93674984e-05  9.58320625e-05  5.24039909e-05
  1.10260952e-04 -9.21314966e-05  1.11932083e-05  1.88984505e-04
  1.08403602e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16338199  0.25595538  0.35362294  0.19340671  0.40687647 -0.34000327
  0.04130736  0.69736948  0.40000964]
L2 term: [ 4.42769628e-05  6.93646010e-05  9.58327750e-05  5.24137431e-05
  1.10264626e-04 -9.21418088e-05  1.11944058e-05  1.88989018e-04
  1.08403697e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1633773   0.25594476  0.35362554  0.19344258  0.40688993 -0.34004115
  0.04131174  0.69738594  0.40000999]
L2 term: [ 4.42756919e-05  6.93617249e-05  9.58334794e-05  5.24234629e-05
  1.10268273e-04 -9.21520744e-05  1.11955940e-05  1.88993480e-04
  1.08403791e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16337265  0.25593423  0.35362811  0.19347832  0.40690328 -0.34007886
  0.04131609  0.69740221  0.40001033]
L2 term: [ 4.42744308e-05  6.93588699e-05  9.58341756e-05  5.24331501e-05
  1.10271892e-04 -9.21622936e-05  1.11967731e-05  1.88997889e-04
  1.08403884e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16336803  0.25592377  0.35363065  0.19351395  0.40691654 -0.3401164
  0.04132041  0.69741829  0.40001067]
L2 term: [ 4.42731793e-05  6.93560360e-05  9.58348639e-05  5.24428051e-05
  1.10275485e-04 -9.21724669e-05  1.11979431e-05  1.89002247e-04
  1.08403977e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16336345  0.25591339  0.35363316  0.19354946  0.4069297  -0.34015377
  0.04132469  0.69743419  0.40001101]
L2 term: [ 4.42719373e-05  6.93532229e-05  9.58355442e-05  5.24524279e-05
  1.10279051e-04 -9.21825943e-05  1.11991040e-05  1.89006555e-04
  1.08404069e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1633589   0.25590309  0.35363564  0.19358485  0.40694276 -0.34019098
  0.04132894  0.6974499   0.40001135]
L2 term: [ 4.42707049e-05  6.93504305e-05  9.58362167e-05  5.24620186e-05
  1.10282591e-04 -9.21926763e-05  1.12002560e-05  1.89010812e-04
  1.08404160e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16335439  0.25589286  0.35363809  0.19362012  0.40695572 -0.34022801
  0.04133316  0.69746542  0.40001168]
L2 term: [ 4.42694820e-05  6.93476588e-05  9.58368814e-05  5.24715774e-05
  1.10286104e-04 -9.22027130e-05  1.12013990e-05  1.89015020e-04
  1.08404250e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16334991  0.25588271  0.35364052  0.19365528  0.40696859 -0.34026488
  0.04133735  0.69748076  0.40001201]
L2 term: [ 4.42682684e-05  6.93449075e-05  9.58375383e-05  5.24811044e-05
  1.10289592e-04 -9.22127047e-05  1.12025332e-05  1.89019177e-04
  1.08404340e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16334547  0.25587263  0.35364291  0.19369031  0.40698137 -0.34030158
  0.0413415   0.69749593  0.40001234]
L2 term: [ 4.42670642e-05  6.93421765e-05  9.58381876e-05  5.24905998e-05
  1.10293053e-04 -9.22226517e-05  1.12036586e-05  1.89023286e-04
  1.08404429e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16334106  0.25586263  0.35364528  0.19372523  0.40699405 -0.34033813
  0.04134562  0.69751091  0.40001267]
L2 term: [ 4.42658692e-05  6.93394656e-05  9.58388293e-05  5.25000636e-05
  1.10296489e-04 -9.22325543e-05  1.12047753e-05  1.89027346e-04
  1.08404517e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16333668  0.2558527   0.35364762  0.19376004  0.40700663 -0.3403745
  0.04134971  0.69752571  0.40001299]
L2 term: [ 4.42646835e-05  6.93367748e-05  9.58394635e-05  5.25094961e-05
  1.10299900e-04 -9.22424126e-05  1.12058833e-05  1.89031358e-04
  1.08404605e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16333234  0.25584284  0.35364993  0.19379473  0.40701912 -0.34041072
  0.04135377  0.69754034  0.40001331]
L2 term: [ 4.42635069e-05  6.93341039e-05  9.58400903e-05  5.25188972e-05
  1.10303285e-04 -9.22522269e-05  1.12069826e-05  1.89035321e-04
  1.08404692e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16332803  0.25583306  0.35365222  0.19382931  0.40703152 -0.34044677
  0.04135779  0.69755479  0.40001363]
L2 term: [ 4.42623394e-05  6.93314528e-05  9.58407096e-05  5.25282672e-05
  1.10306646e-04 -9.22619976e-05  1.12080735e-05  1.89039238e-04
  1.08404778e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16332376  0.25582335  0.35365448  0.19386377  0.40704383 -0.34048266
  0.04136178  0.69756906  0.40001395]
L2 term: [ 4.42611809e-05  6.93288213e-05  9.58413217e-05  5.25376062e-05
  1.10309981e-04 -9.22717247e-05  1.12091558e-05  1.89043107e-04
  1.08404864e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16331952  0.25581371  0.35365671  0.19389811  0.40705605 -0.3405184
  0.04136575  0.69758317  0.40001426]
L2 term: [ 4.42600313e-05  6.93262092e-05  9.58419265e-05  5.25469143e-05
  1.10313292e-04 -9.22814087e-05  1.12102296e-05  1.89046929e-04
  1.08404950e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16331531  0.25580415  0.35365891  0.19393235  0.40706817 -0.34055397
  0.04136968  0.6975971   0.40001458]
L2 term: [ 4.42588907e-05  6.93236166e-05  9.58425241e-05  5.25561917e-05
  1.10316578e-04 -9.22910497e-05  1.12112951e-05  1.89050705e-04
  1.08405034e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16331113  0.25579465  0.35366109  0.19396647  0.40708021 -0.34058939
  0.04137358  0.69761086  0.40001489]
L2 term: [ 4.42577589e-05  6.93210431e-05  9.58431146e-05  5.25654383e-05
  1.10319840e-04 -9.23006480e-05  1.12123523e-05  1.89054435e-04
  1.08405118e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16330699  0.25578522  0.35366325  0.19400048  0.40709216 -0.34062465
  0.04137745  0.69762446  0.40001519]
L2 term: [ 4.42566359e-05  6.93184888e-05  9.58436981e-05  5.25746545e-05
  1.10323078e-04 -9.23102038e-05  1.12134012e-05  1.89058119e-04
  1.08405202e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16330287  0.25577587  0.35366537  0.19403437  0.40710402 -0.34065976
  0.04138129  0.69763789  0.4000155 ]
L2 term: [ 4.42555217e-05  6.93159534e-05  9.58442746e-05  5.25838403e-05
  1.10326293e-04 -9.23197174e-05  1.12144419e-05  1.89061758e-04
  1.08405285e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1632988   0.25576658  0.35366747  0.19406815  0.40711579 -0.34069471
  0.0413851   0.69765115  0.40001581]
L2 term: [ 4.42544161e-05  6.93134368e-05  9.58448441e-05  5.25929957e-05
  1.10329483e-04 -9.23291890e-05  1.12154744e-05  1.89065353e-04
  1.08405367e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16329475  0.25575736  0.35366955  0.19410183  0.40712748 -0.3407295
  0.04138888  0.69766425  0.40001611]
L2 term: [ 4.42533191e-05  6.93109389e-05  9.58454068e-05  5.26021211e-05
  1.10332650e-04 -9.23386188e-05  1.12164988e-05  1.89068902e-04
  1.08405449e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16329073  0.25574822  0.3536716   0.19413539  0.40713908 -0.34076415
  0.04139263  0.69767719  0.40001641]
L2 term: [ 4.42522307e-05  6.93084596e-05  9.58459627e-05  5.26112164e-05
  1.10335793e-04 -9.23480071e-05  1.12175152e-05  1.89072408e-04
  1.08405531e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16328675  0.25573914  0.35367363  0.19416884  0.40715059 -0.34079864
  0.04139635  0.69768996  0.40001671]
L2 term: [ 4.42511507e-05  6.93059988e-05  9.58465118e-05  5.26202818e-05
  1.10338913e-04 -9.23573541e-05  1.12185236e-05  1.89075870e-04
  1.08405612e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16328279  0.25573012  0.35367563  0.19420218  0.40716202 -0.34083298
  0.04140004  0.69770258  0.400017  ]
L2 term: [ 4.42500792e-05  6.93035563e-05  9.58470543e-05  5.26293174e-05
  1.10342011e-04 -9.23666601e-05  1.12195241e-05  1.89079289e-04
  1.08405692e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16327887  0.25572118  0.35367761  0.19423541  0.40717336 -0.34086716
  0.04140371  0.69771503  0.4000173 ]
L2 term: [ 4.42490161e-05  6.93011319e-05  9.58475902e-05  5.26383233e-05
  1.10345085e-04 -9.23759252e-05  1.12205167e-05  1.89082664e-04
  1.08405772e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16327498  0.2557123   0.35367956  0.19426854  0.40718463 -0.3409012
  0.04140734  0.69772733  0.40001759]
L2 term: [ 4.42479613e-05  6.92987257e-05  9.58481195e-05  5.26472997e-05
  1.10348137e-04 -9.23851498e-05  1.12215014e-05  1.89085997e-04
  1.08405851e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16327112  0.25570348  0.35368149  0.19430155  0.4071958  -0.34093509
  0.04141095  0.69773947  0.40001788]
L2 term: [ 4.42469148e-05  6.92963374e-05  9.58486423e-05  5.26562466e-05
  1.10351166e-04 -9.23943340e-05  1.12224784e-05  1.89089288e-04
  1.08405930e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16326728  0.25569474  0.3536834   0.19433446  0.4072069  -0.34096883
  0.04141452  0.69775146  0.40001817]
L2 term: [ 4.42458765e-05  6.92939669e-05  9.58491586e-05  5.26651642e-05
  1.10354173e-04 -9.24034780e-05  1.12234477e-05  1.89092537e-04
  1.08406009e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16326348  0.25568606  0.35368528  0.19436725  0.40721791 -0.34100243
  0.04141807  0.69776329  0.40001846]
L2 term: [ 4.42448464e-05  6.92916141e-05  9.58496686e-05  5.26740526e-05
  1.10357158e-04 -9.24125822e-05  1.12244093e-05  1.89095744e-04
  1.08406087e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16325971  0.25567744  0.35368714  0.19439995  0.40722885 -0.34103588
  0.04142159  0.69777498  0.40001875]
L2 term: [ 4.42438243e-05  6.92892788e-05  9.58501723e-05  5.26829120e-05
  1.10360121e-04 -9.24216467e-05  1.12253633e-05  1.89098909e-04
  1.08406165e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16325597  0.25566889  0.35368897  0.19443253  0.4072397  -0.34106918
  0.04142508  0.69778651  0.40001903]
L2 term: [ 4.42428103e-05  6.92869611e-05  9.58506697e-05  5.26917424e-05
  1.10363062e-04 -9.24306717e-05  1.12263098e-05  1.89102034e-04
  1.08406242e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16325226  0.2556604   0.35369078  0.19446501  0.40725047 -0.34110234
  0.04142855  0.69779789  0.40001932]
L2 term: [ 4.42418043e-05  6.92846606e-05  9.58511609e-05  5.27005439e-05
  1.10365981e-04 -9.24396575e-05  1.12272487e-05  1.89105119e-04
  1.08406319e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16324858  0.25565197  0.35369257  0.19449738  0.40726117 -0.34113535
  0.04143199  0.69780912  0.4000196 ]
L2 term: [ 4.42408063e-05  6.92823774e-05  9.58516459e-05  5.27093167e-05
  1.10368879e-04 -9.24486043e-05  1.12281802e-05  1.89108163e-04
  1.08406396e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16324492  0.25564361  0.35369434  0.19452964  0.40727178 -0.34116822
  0.04143539  0.69782021  0.40001988]
L2 term: [ 4.42398161e-05  6.92801112e-05  9.58521249e-05  5.27180609e-05
  1.10371756e-04 -9.24575122e-05  1.12291043e-05  1.89111167e-04
  1.08406472e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1632413   0.25563531  0.35369609  0.19456181  0.40728232 -0.34120095
  0.04143878  0.69783115  0.40002016]
L2 term: [ 4.42388338e-05  6.92778621e-05  9.58525978e-05  5.27267765e-05
  1.10374612e-04 -9.24663816e-05  1.12300211e-05  1.89114131e-04
  1.08406547e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1632377   0.25562707  0.35369781  0.19459386  0.40729278 -0.34123353
  0.04144213  0.69784194  0.40002044]
L2 term: [ 4.42378592e-05  6.92756298e-05  9.58530647e-05  5.27354638e-05
  1.10377446e-04 -9.24752126e-05  1.12309305e-05  1.89117057e-04
  1.08406623e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16323413  0.2556189   0.35369951  0.19462581  0.40730316 -0.34126598
  0.04144546  0.69785259  0.40002071]
L2 term: [ 4.42368924e-05  6.92734142e-05  9.58535258e-05  5.27441228e-05
  1.10380260e-04 -9.24840055e-05  1.12318327e-05  1.89119943e-04
  1.08406698e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16323059  0.25561078  0.35370119  0.19465766  0.40731347 -0.34129829
  0.04144877  0.6978631   0.40002099]
L2 term: [ 4.42359332e-05  6.92712153e-05  9.58539809e-05  5.27527536e-05
  1.10383053e-04 -9.24927604e-05  1.12327277e-05  1.89122791e-04
  1.08406772e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16322708  0.25560273  0.35370285  0.19468941  0.4073237  -0.34133045
  0.04145204  0.69787347  0.40002126]
L2 term: [ 4.42349817e-05  6.92690329e-05  9.58544302e-05  5.27613564e-05
  1.10385825e-04 -9.25014776e-05  1.12336156e-05  1.89125601e-04
  1.08406847e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1632236   0.25559474  0.35370448  0.19472105  0.40733385 -0.34136248
  0.04145529  0.69788369  0.40002154]
L2 term: [ 4.42340377e-05  6.92668669e-05  9.58548737e-05  5.27699312e-05
  1.10388578e-04 -9.25101573e-05  1.12344963e-05  1.89128373e-04
  1.08406921e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16322014  0.25558681  0.3537061   0.19475258  0.40734393 -0.34139437
  0.04145852  0.69789378  0.40002181]
L2 term: [ 4.42331013e-05  6.92647171e-05  9.58553116e-05  5.27784783e-05
  1.10391310e-04 -9.25187996e-05  1.12353700e-05  1.89131107e-04
  1.08406994e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16321672  0.25557893  0.35370769  0.19478402  0.40735394 -0.34142612
  0.04146171  0.69790373  0.40002208]
L2 term: [ 4.42321723e-05  6.92625836e-05  9.58557437e-05  5.27869975e-05
  1.10394022e-04 -9.25274049e-05  1.12362368e-05  1.89133804e-04
  1.08407068e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16321332  0.25557112  0.35370927  0.19481536  0.40736387 -0.34145774
  0.04146489  0.69791355  0.40002235]
L2 term: [ 4.42312507e-05  6.92604660e-05  9.58561703e-05  5.27954892e-05
  1.10396714e-04 -9.25359733e-05  1.12370965e-05  1.89136463e-04
  1.08407141e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16320994  0.25556336  0.35371082  0.19484659  0.40737373 -0.34148922
  0.04146803  0.69792323  0.40002262]
L2 term: [ 4.42303365e-05  6.92583645e-05  9.58565913e-05  5.28039534e-05
  1.10399386e-04 -9.25445050e-05  1.12379494e-05  1.89139086e-04
  1.08407214e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1632066   0.25555567  0.35371235  0.19487772  0.40738352 -0.34152057
  0.04147115  0.69793277  0.40002289]
L2 term: [ 4.42294297e-05  6.92562788e-05  9.58570067e-05  5.28123901e-05
  1.10402039e-04 -9.25530001e-05  1.12387954e-05  1.89141673e-04
  1.08407286e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16320328  0.25554803  0.35371387  0.19490875  0.40739324 -0.34155178
  0.04147425  0.69794219  0.40002315]
L2 term: [ 4.42285301e-05  6.92542087e-05  9.58574168e-05  5.28207996e-05
  1.10404672e-04 -9.25614590e-05  1.12396346e-05  1.89144224e-04
  1.08407358e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16319998  0.25554045  0.35371536  0.19493968  0.40740289 -0.34158286
  0.04147732  0.69795147  0.40002342]
L2 term: [ 4.42276377e-05  6.92521544e-05  9.58578214e-05  5.28291819e-05
  1.10407286e-04 -9.25698818e-05  1.12404670e-05  1.89146739e-04
  1.08407430e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16319672  0.25553293  0.35371683  0.19497051  0.40741246 -0.34161381
  0.04148037  0.69796062  0.40002368]
L2 term: [ 4.42267524e-05  6.92501155e-05  9.58582206e-05  5.28375372e-05
  1.10409881e-04 -9.25782688e-05  1.12412928e-05  1.89149218e-04
  1.08407502e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16319348  0.25552546  0.35371829  0.19500124  0.40742197 -0.34164463
  0.04148339  0.69796964  0.40002394]
L2 term: [ 4.42258743e-05  6.92480920e-05  9.58586146e-05  5.28458654e-05
  1.10412457e-04 -9.25866200e-05  1.12421119e-05  1.89151663e-04
  1.08407573e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16319026  0.25551805  0.35371972  0.19503188  0.4074314  -0.34167531
  0.04148639  0.69797853  0.40002421]
L2 term: [ 4.42250033e-05  6.92460838e-05  9.58590032e-05  5.28541669e-05
  1.10415014e-04 -9.25949357e-05  1.12429243e-05  1.89154072e-04
  1.08407644e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16318707  0.2555107   0.35372114  0.19506241  0.40744077 -0.34170587
  0.04148936  0.69798729  0.40002447]
L2 term: [ 4.42241392e-05  6.92440908e-05  9.58593867e-05  5.28624415e-05
  1.10417552e-04 -9.26032161e-05  1.12437302e-05  1.89156447e-04
  1.08407715e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16318391  0.2555034   0.35372253  0.19509284  0.40745006 -0.34173629
  0.04149231  0.69799593  0.40002473]
L2 term: [ 4.42232822e-05  6.92421129e-05  9.58597650e-05  5.28706895e-05
  1.10420072e-04 -9.26114615e-05  1.12445296e-05  1.89158788e-04
  1.08407785e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16318077  0.25549615  0.35372391  0.19512318  0.40745929 -0.34176659
  0.04149524  0.69800444  0.40002499]
L2 term: [ 4.42224321e-05  6.92401499e-05  9.58601382e-05  5.28789110e-05
  1.10422573e-04 -9.26196719e-05  1.12453225e-05  1.89161095e-04
  1.08407856e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16317766  0.25548896  0.35372527  0.19515342  0.40746846 -0.34179676
  0.04149814  0.69801283  0.40002525]
L2 term: [ 4.42215888e-05  6.92382018e-05  9.58605063e-05  5.28871060e-05
  1.10425056e-04 -9.26278476e-05  1.12461090e-05  1.89163368e-04
  1.08407926e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16317458  0.25548183  0.35372661  0.19518356  0.40747755 -0.3418268
  0.04150102  0.69802109  0.4000255 ]
L2 term: [ 4.42207524e-05  6.92362685e-05  9.58608694e-05  5.28952747e-05
  1.10427521e-04 -9.26359887e-05  1.12468890e-05  1.89165608e-04
  1.08407996e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16317151  0.25547475  0.35372793  0.19521361  0.40748658 -0.34185671
  0.04150388  0.69802923  0.40002576]
L2 term: [ 4.42199227e-05  6.92343498e-05  9.58612275e-05  5.29034172e-05
  1.10429968e-04 -9.26440955e-05  1.12476628e-05  1.89167814e-04
  1.08408066e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16316848  0.25546772  0.35372923  0.19524356  0.40749554 -0.3418865
  0.04150671  0.69803726  0.40002602]
L2 term: [ 4.42190998e-05  6.92324457e-05  9.58615806e-05  5.29115335e-05
  1.10432397e-04 -9.26521682e-05  1.12484302e-05  1.89169988e-04
  1.08408135e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16316547  0.25546075  0.35373052  0.19527341  0.40750444 -0.34191616
  0.04150952  0.69804516  0.40002627]
L2 term: [ 4.42182836e-05  6.92305561e-05  9.58619289e-05  5.29196238e-05
  1.10434808e-04 -9.26602069e-05  1.12491914e-05  1.89172129e-04
  1.08408204e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16316248  0.25545383  0.35373178  0.19530317  0.40751327 -0.3419457
  0.0415123   0.69805294  0.40002653]
L2 term: [ 4.42174740e-05  6.92286808e-05  9.58622723e-05  5.29276882e-05
  1.10437201e-04 -9.26682118e-05  1.12499464e-05  1.89174238e-04
  1.08408273e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16315952  0.25544697  0.35373303  0.19533283  0.40752204 -0.34197512
  0.04151507  0.6980606   0.40002678]
L2 term: [ 4.42166710e-05  6.92268198e-05  9.58626110e-05  5.29357268e-05
  1.10439578e-04 -9.26761831e-05  1.12506952e-05  1.89176315e-04
  1.08408342e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16315658  0.25544015  0.35373427  0.1953624   0.40753075 -0.34200441
  0.04151781  0.69806815  0.40002704]
L2 term: [ 4.42158746e-05  6.92249729e-05  9.58629448e-05  5.29437396e-05
  1.10441936e-04 -9.26841209e-05  1.12514379e-05  1.89178360e-04
  1.08408411e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16315366  0.25543339  0.35373548  0.19539187  0.40753939 -0.34203357
  0.04152052  0.69807558  0.40002729]
L2 term: [ 4.42150846e-05  6.92231401e-05  9.58632740e-05  5.29517268e-05
  1.10444278e-04 -9.26920256e-05  1.12521745e-05  1.89180374e-04
  1.08408479e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16315077  0.25542668  0.35373668  0.19542125  0.40754796 -0.34206262
  0.04152322  0.6980829   0.40002754]
L2 term: [ 4.42143011e-05  6.92213212e-05  9.58635985e-05  5.29596885e-05
  1.10446602e-04 -9.26998972e-05  1.12529051e-05  1.89182357e-04
  1.08408548e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1631479   0.25542001  0.35373786  0.19545054  0.40755648 -0.34209155
  0.04152589  0.6980901   0.40002779]
L2 term: [ 4.42135241e-05  6.92195162e-05  9.58639184e-05  5.29676248e-05
  1.10448910e-04 -9.27077359e-05  1.12536297e-05  1.89184308e-04
  1.08408616e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16314506  0.25541341  0.35373902  0.19547973  0.40756493 -0.34212035
  0.04152855  0.69809719  0.40002804]
L2 term: [ 4.42127534e-05  6.92177250e-05  9.58642337e-05  5.29755357e-05
  1.10451201e-04 -9.27155419e-05  1.12543484e-05  1.89186229e-04
  1.08408684e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16314224  0.25540685  0.35374017  0.19550883  0.40757332 -0.34214903
  0.04153118  0.69810416  0.40002829]
L2 term: [ 4.42119890e-05  6.92159475e-05  9.58645444e-05  5.29834214e-05
  1.10453475e-04 -9.27233154e-05  1.12550611e-05  1.89188120e-04
  1.08408752e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16313944  0.25540034  0.3537413   0.19553783  0.40758165 -0.3421776
  0.04153378  0.69811103  0.40002854]
L2 term: [ 4.42112309e-05  6.92141835e-05  9.58648507e-05  5.29912820e-05
  1.10455732e-04 -9.27310565e-05  1.12557680e-05  1.89189980e-04
  1.08408819e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16313667  0.25539388  0.35374241  0.19556674  0.40758992 -0.34220604
  0.04153637  0.69811778  0.40002879]
L2 term: [ 4.42104790e-05  6.92124329e-05  9.58651525e-05  5.29991176e-05
  1.10457973e-04 -9.27387655e-05  1.12564690e-05  1.89191811e-04
  1.08408887e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16313392  0.25538747  0.35374351  0.19559557  0.40759813 -0.34223437
  0.04153894  0.69812443  0.40002904]
L2 term: [ 4.42097334e-05  6.92106958e-05  9.58654498e-05  5.30069282e-05
  1.10460198e-04 -9.27464424e-05  1.12571643e-05  1.89193612e-04
  1.08408954e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16313119  0.25538111  0.35374459  0.19562429  0.40760628 -0.34226258
  0.04154148  0.69813097  0.40002929]
L2 term: [ 4.42089939e-05  6.92089719e-05  9.58657428e-05  5.30147140e-05
  1.10462406e-04 -9.27540876e-05  1.12578539e-05  1.89195384e-04
  1.08409022e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16312848  0.25537479  0.35374566  0.19565293  0.40761437 -0.34229068
  0.041544    0.6981374   0.40002954]
L2 term: [ 4.42082605e-05  6.92072613e-05  9.58660315e-05  5.30224750e-05
  1.10464599e-04 -9.27617011e-05  1.12585377e-05  1.89197127e-04
  1.08409089e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1631258   0.25536853  0.35374671  0.19568148  0.4076224  -0.34231865
  0.04154651  0.69814372  0.40002978]
L2 term: [ 4.42075331e-05  6.92055637e-05  9.58663159e-05  5.30302114e-05
  1.10466775e-04 -9.27692831e-05  1.12592159e-05  1.89198840e-04
  1.08409156e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16312314  0.25536231  0.35374774  0.19570994  0.40763037 -0.34234652
  0.04154899  0.69814994  0.40003003]
L2 term: [ 4.42068118e-05  6.92038792e-05  9.58665960e-05  5.30379232e-05
  1.10468936e-04 -9.27768337e-05  1.12598884e-05  1.89200526e-04
  1.08409222e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1631205   0.25535615  0.35374876  0.1957383   0.40763829 -0.34237426
  0.04155145  0.69815605  0.40003028]
L2 term: [ 4.42060965e-05  6.92022075e-05  9.58668719e-05  5.30456106e-05
  1.10471081e-04 -9.27843533e-05  1.12605554e-05  1.89202182e-04
  1.08409289e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16311788  0.25535002  0.35374976  0.19576658  0.40764615 -0.3424019
  0.04155389  0.69816206  0.40003052]
L2 term: [ 4.42053870e-05  6.92005487e-05  9.58671436e-05  5.30532736e-05
  1.10473210e-04 -9.27918418e-05  1.12612169e-05  1.89203811e-04
  1.08409356e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16311528  0.25534395  0.35375075  0.19579477  0.40765395 -0.34242942
  0.04155631  0.69816797  0.40003077]
L2 term: [ 4.42046835e-05  6.91989027e-05  9.58674112e-05  5.30609124e-05
  1.10475324e-04 -9.27992995e-05  1.12618728e-05  1.89205412e-04
  1.08409422e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16311271  0.25533792  0.35375172  0.19582286  0.40766169 -0.34245682
  0.04155871  0.69817378  0.40003101]
L2 term: [ 4.42039859e-05  6.91972692e-05  9.58676747e-05  5.30685270e-05
  1.10477422e-04 -9.28067266e-05  1.12625233e-05  1.89206985e-04
  1.08409488e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16311016  0.25533194  0.35375268  0.19585087  0.40766938 -0.34248411
  0.04156109  0.69817948  0.40003126]
L2 term: [ 4.42032940e-05  6.91956484e-05  9.58679341e-05  5.30761175e-05
  1.10479506e-04 -9.28141232e-05  1.12631684e-05  1.89208531e-04
  1.08409555e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16310762  0.25532601  0.35375362  0.19587879  0.40767701 -0.3425113
  0.04156345  0.69818509  0.4000315 ]
L2 term: [ 4.42026080e-05  6.91940399e-05  9.58681896e-05  5.30836840e-05
  1.10481574e-04 -9.28214895e-05  1.12638081e-05  1.89210050e-04
  1.08409621e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16310511  0.25532012  0.35375455  0.19590663  0.40768458 -0.34253837
  0.04156579  0.69819059  0.40003174]
L2 term: [ 4.42019276e-05  6.91924439e-05  9.58684410e-05  5.30912266e-05
  1.10483627e-04 -9.28288255e-05  1.12644424e-05  1.89211542e-04
  1.08409687e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16310262  0.25531427  0.35375546  0.19593437  0.4076921  -0.34256533
  0.04156811  0.698196    0.40003199]
L2 term: [ 4.42012530e-05  6.91908602e-05  9.58686884e-05  5.30987454e-05
  1.10485665e-04 -9.28361316e-05  1.12650715e-05  1.89213007e-04
  1.08409753e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16310015  0.25530848  0.35375636  0.19596203  0.40769957 -0.34259218
  0.04157042  0.69820131  0.40003223]
L2 term: [ 4.42005840e-05  6.91892886e-05  9.58689320e-05  5.31062404e-05
  1.10487688e-04 -9.28434079e-05  1.12656952e-05  1.89214446e-04
  1.08409819e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16309771  0.25530272  0.35375724  0.1959896   0.40770698 -0.34261891
  0.0415727   0.69820652  0.40003247]
L2 term: [ 4.41999206e-05  6.91877292e-05  9.58691717e-05  5.31137119e-05
  1.10489697e-04 -9.28506544e-05  1.12663138e-05  1.89215859e-04
  1.08409884e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16309528  0.25529701  0.35375811  0.19601708  0.40771434 -0.34264555
  0.04157496  0.69821164  0.40003272]
L2 term: [ 4.41992628e-05  6.91861818e-05  9.58694075e-05  5.31211598e-05
  1.10491691e-04 -9.28578715e-05  1.12669271e-05  1.89217245e-04
  1.08409950e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16309287  0.25529135  0.35375897  0.19604448  0.40772165 -0.34267207
  0.04157721  0.69821666  0.40003296]
L2 term: [ 4.41986105e-05  6.91846464e-05  9.58696395e-05  5.31285843e-05
  1.10493671e-04 -9.28650591e-05  1.12675354e-05  1.89218606e-04
  1.08410016e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16309049  0.25528572  0.35375981  0.19607179  0.4077289  -0.34269848
  0.04157943  0.69822159  0.4000332 ]
L2 term: [ 4.41979637e-05  6.91831228e-05  9.58698678e-05  5.31359854e-05
  1.10495636e-04 -9.28722175e-05  1.12681384e-05  1.89219942e-04
  1.08410081e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16308812  0.25528014  0.35376064  0.19609901  0.4077361  -0.34272479
  0.04158164  0.69822642  0.40003344]
L2 term: [ 4.41973224e-05  6.91816110e-05  9.58700923e-05  5.31433633e-05
  1.10497587e-04 -9.28793469e-05  1.12687364e-05  1.89221252e-04
  1.08410146e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16308577  0.25527461  0.35376146  0.19612615  0.40774324 -0.34275099
  0.04158383  0.69823116  0.40003368]
L2 term: [ 4.41966865e-05  6.91801109e-05  9.58703132e-05  5.31507180e-05
  1.10499524e-04 -9.28864474e-05  1.12693294e-05  1.89222537e-04
  1.08410212e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16308345  0.25526912  0.35376226  0.1961532   0.40775034 -0.34277709
  0.041586    0.69823581  0.40003392]
L2 term: [ 4.41960559e-05  6.91786224e-05  9.58705303e-05  5.31580495e-05
  1.10501447e-04 -9.28935191e-05  1.12699174e-05  1.89223797e-04
  1.08410277e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16308114  0.25526367  0.35376304  0.19618017  0.40775738 -0.34280307
  0.04158815  0.69824037  0.40003416]
L2 term: [ 4.41954307e-05  6.91771455e-05  9.58707439e-05  5.31653581e-05
  1.10503356e-04 -9.29005621e-05  1.12705004e-05  1.89225033e-04
  1.08410342e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16307885  0.25525826  0.35376382  0.19620706  0.40776438 -0.34282896
  0.04159028  0.69824484  0.4000344 ]
L2 term: [ 4.41948108e-05  6.91756800e-05  9.58709538e-05  5.31726438e-05
  1.10505251e-04 -9.29075768e-05  1.12710784e-05  1.89226244e-04
  1.08410407e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16307658  0.25525289  0.35376458  0.19623386  0.40777132 -0.34285474
  0.04159239  0.69824922  0.40003464]
L2 term: [ 4.41941962e-05  6.91742258e-05  9.58711602e-05  5.31799066e-05
  1.10507133e-04 -9.29145631e-05  1.12716516e-05  1.89227431e-04
  1.08410472e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16307434  0.25524757  0.35376533  0.19626057  0.40777821 -0.34288041
  0.04159449  0.69825351  0.40003488]
L2 term: [ 4.41935868e-05  6.91727830e-05  9.58713630e-05  5.31871468e-05
  1.10509001e-04 -9.29215213e-05  1.12722199e-05  1.89228594e-04
  1.08410537e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16307211  0.25524229  0.35376607  0.1962872   0.40778505 -0.34290599
  0.04159657  0.69825772  0.40003512]
L2 term: [ 4.41929826e-05  6.91713513e-05  9.58715624e-05  5.31943642e-05
  1.10510855e-04 -9.29284514e-05  1.12727833e-05  1.89229733e-04
  1.08410602e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1630699   0.25523704  0.35376679  0.19631375  0.40779185 -0.34293146
  0.04159863  0.69826183  0.40003536]
L2 term: [ 4.41923835e-05  6.91699308e-05  9.58717583e-05  5.32015591e-05
  1.10512696e-04 -9.29353537e-05  1.12733420e-05  1.89230849e-04
  1.08410667e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1630677   0.25523184  0.3537675   0.19634022  0.40779859 -0.34295682
  0.04160068  0.69826586  0.4000356 ]
L2 term: [ 4.41917896e-05  6.91685213e-05  9.58719507e-05  5.32087315e-05
  1.10514523e-04 -9.29422283e-05  1.12738959e-05  1.89231942e-04
  1.08410732e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16306553  0.25522668  0.3537682   0.1963666   0.40780529 -0.34298209
  0.0416027   0.69826981  0.40003584]
L2 term: [ 4.41912007e-05  6.91671228e-05  9.58721398e-05  5.32158815e-05
  1.10516338e-04 -9.29490752e-05  1.12744451e-05  1.89233011e-04
  1.08410797e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16306338  0.25522156  0.35376888  0.1963929   0.40781193 -0.34300725
  0.04160471  0.69827367  0.40003608]
L2 term: [ 4.41906168e-05  6.91657351e-05  9.58723255e-05  5.32230092e-05
  1.10518139e-04 -9.29558948e-05  1.12749896e-05  1.89234057e-04
  1.08410862e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16306124  0.25521648  0.35376955  0.19641912  0.40781853 -0.34303232
  0.0416067   0.69827745  0.40003632]
L2 term: [ 4.41900380e-05  6.91643583e-05  9.58725078e-05  5.32301146e-05
  1.10519927e-04 -9.29626871e-05  1.12755294e-05  1.89235081e-04
  1.08410926e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16305912  0.25521144  0.35377021  0.19644526  0.40782508 -0.34305728
  0.04160868  0.69828114  0.40003656]
L2 term: [ 4.41894642e-05  6.91629922e-05  9.58726869e-05  5.32371979e-05
  1.10521703e-04 -9.29694522e-05  1.12760647e-05  1.89236082e-04
  1.08410991e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16305702  0.25520644  0.35377086  0.19647132  0.40783159 -0.34308214
  0.04161064  0.69828475  0.4000368 ]
L2 term: [ 4.41888952e-05  6.91616368e-05  9.58728627e-05  5.32442592e-05
  1.10523465e-04 -9.29761903e-05  1.12765953e-05  1.89237060e-04
  1.08411056e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16305494  0.25520148  0.3537715   0.19649729  0.40783804 -0.34310691
  0.04161258  0.69828828  0.40003703]
L2 term: [ 4.41883312e-05  6.91602920e-05  9.58730352e-05  5.32512985e-05
  1.10525215e-04 -9.29829016e-05  1.12771214e-05  1.89238017e-04
  1.08411120e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16305288  0.25519655  0.35377212  0.19652319  0.40784445 -0.34313157
  0.0416145   0.69829173  0.40003727]
L2 term: [ 4.41877720e-05  6.91589576e-05  9.58732045e-05  5.32583158e-05
  1.10526952e-04 -9.29895861e-05  1.12776429e-05  1.89238952e-04
  1.08411185e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16305083  0.25519167  0.35377274  0.196549    0.40785082 -0.34315614
  0.04161641  0.6982951   0.40003751]
L2 term: [ 4.41872177e-05  6.91576337e-05  9.58733707e-05  5.32653114e-05
  1.10528677e-04 -9.29962440e-05  1.12781600e-05  1.89239865e-04
  1.08411249e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16304881  0.25518682  0.35377334  0.19657473  0.40785714 -0.34318061
  0.0416183   0.69829839  0.40003775]
L2 term: [ 4.41866682e-05  6.91563202e-05  9.58735337e-05  5.32722852e-05
  1.10530389e-04 -9.30028755e-05  1.12786726e-05  1.89240756e-04
  1.08411314e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1630468   0.25518201  0.35377393  0.19660039  0.40786341 -0.34320498
  0.04162018  0.6983016   0.40003799]
L2 term: [ 4.41861234e-05  6.91550169e-05  9.58736935e-05  5.32792374e-05
  1.10532089e-04 -9.30094807e-05  1.12791808e-05  1.89241626e-04
  1.08411378e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1630448   0.25517724  0.35377451  0.19662596  0.40786963 -0.34322926
  0.04162204  0.69830473  0.40003822]
L2 term: [ 4.41855834e-05  6.91537238e-05  9.58738503e-05  5.32861680e-05
  1.10533776e-04 -9.30160597e-05  1.12796846e-05  1.89242475e-04
  1.08411443e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16304283  0.25517251  0.35377507  0.19665145  0.40787582 -0.34325344
  0.04162388  0.69830779  0.40003846]
L2 term: [ 4.41850480e-05  6.91524409e-05  9.58740040e-05  5.32930771e-05
  1.10535452e-04 -9.30226126e-05  1.12801840e-05  1.89243303e-04
  1.08411507e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16304087  0.25516781  0.35377563  0.19667687  0.40788196 -0.34327753
  0.04162571  0.69831077  0.4000387 ]
L2 term: [ 4.41845173e-05  6.91511681e-05  9.58741547e-05  5.32999648e-05
  1.10537115e-04 -9.30291397e-05  1.12806791e-05  1.89244111e-04
  1.08411571e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16303893  0.25516315  0.35377618  0.19670221  0.40788805 -0.34330151
  0.04162752  0.69831367  0.40003894]
L2 term: [ 4.41839912e-05  6.91499052e-05  9.58743024e-05  5.33068312e-05
  1.10538767e-04 -9.30356409e-05  1.12811699e-05  1.89244897e-04
  1.08411636e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.163037    0.25515853  0.35377671  0.19672747  0.4078941  -0.34332541
  0.04162931  0.6983165   0.40003917]
L2 term: [ 4.41834697e-05  6.91486523e-05  9.58744471e-05  5.33136763e-05
  1.10540406e-04 -9.30421165e-05  1.12816565e-05  1.89245664e-04
  1.08411700e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1630351   0.25515394  0.35377723  0.19675265  0.4079001  -0.34334921
  0.04163109  0.69831925  0.40003941]
L2 term: [ 4.41829528e-05  6.91474092e-05  9.58745889e-05  5.33205002e-05
  1.10542034e-04 -9.30485666e-05  1.12821388e-05  1.89246410e-04
  1.08411764e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16303321  0.25514939  0.35377775  0.19677775  0.40790607 -0.34337292
  0.04163286  0.69832193  0.40003965]
L2 term: [ 4.41824404e-05  6.91461759e-05  9.58747277e-05  5.33273031e-05
  1.10543650e-04 -9.30549914e-05  1.12826169e-05  1.89247136e-04
  1.08411829e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16303133  0.25514487  0.35377825  0.19680277  0.40791199 -0.34339653
  0.04163461  0.69832454  0.40003988]
L2 term: [ 4.41819325e-05  6.91449523e-05  9.58748636e-05  5.33340849e-05
  1.10545254e-04 -9.30613908e-05  1.12830908e-05  1.89247842e-04
  1.08411893e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16302947  0.25514039  0.35377874  0.19682772  0.40791786 -0.34342005
  0.04163634  0.69832707  0.40004012]
L2 term: [ 4.41814291e-05  6.91437383e-05  9.58749967e-05  5.33408459e-05
  1.10546847e-04 -9.30677652e-05  1.12835606e-05  1.89248529e-04
  1.08411957e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16302763  0.25513595  0.35377922  0.19685259  0.4079237  -0.34344348
  0.04163806  0.69832953  0.40004036]
L2 term: [ 4.41809300e-05  6.91425339e-05  9.58751270e-05  5.33475859e-05
  1.10548428e-04 -9.30741145e-05  1.12840263e-05  1.89249196e-04
  1.08412021e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16302581  0.25513154  0.35377969  0.19687739  0.40792949 -0.34346682
  0.04163976  0.69833192  0.4000406 ]
L2 term: [ 4.41804354e-05  6.91413390e-05  9.58752544e-05  5.33543052e-05
  1.10549998e-04 -9.30804390e-05  1.12844879e-05  1.89249844e-04
  1.08412086e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.163024    0.25512717  0.35378015  0.1969021   0.40793524 -0.34349007
  0.04164145  0.69833424  0.40004083]
L2 term: [ 4.41799452e-05  6.91401535e-05  9.58753790e-05  5.33610038e-05
  1.10551557e-04 -9.30867388e-05  1.12849455e-05  1.89250472e-04
  1.08412150e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1630222   0.25512283  0.3537806   0.19692675  0.40794096 -0.34351322
  0.04164312  0.69833649  0.40004107]
L2 term: [ 4.41794592e-05  6.91389774e-05  9.58755009e-05  5.33676817e-05
  1.10553104e-04 -9.30930139e-05  1.12853990e-05  1.89251082e-04
  1.08412214e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16302043  0.25511852  0.35378104  0.19695131  0.40794662 -0.34353629
  0.04164478  0.69833867  0.40004131]
L2 term: [ 4.41789776e-05  6.91378106e-05  9.58756201e-05  5.33743391e-05
  1.10554641e-04 -9.30992646e-05  1.12858486e-05  1.89251673e-04
  1.08412278e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16301867  0.25511425  0.35378147  0.1969758   0.40795225 -0.34355926
  0.04164643  0.69834079  0.40004154]
L2 term: [ 4.41785002e-05  6.91366531e-05  9.58757366e-05  5.33809760e-05
  1.10556166e-04 -9.31054908e-05  1.12862942e-05  1.89252245e-04
  1.08412342e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16301692  0.25511001  0.35378189  0.19700022  0.40795784 -0.34358215
  0.04164806  0.69834283  0.40004178]
L2 term: [ 4.41780271e-05  6.91355047e-05  9.58758503e-05  5.33875925e-05
  1.10557680e-04 -9.31116929e-05  1.12867358e-05  1.89252799e-04
  1.08412406e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16301519  0.25510581  0.3537823   0.19702456  0.40796339 -0.34360494
  0.04164967  0.69834481  0.40004202]
L2 term: [ 4.41775582e-05  6.91343654e-05  9.58759615e-05  5.33941887e-05
  1.10559184e-04 -9.31178708e-05  1.12871736e-05  1.89253335e-04
  1.08412471e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16301347  0.25510164  0.3537827   0.19704882  0.4079689  -0.34362765
  0.04165127  0.69834672  0.40004225]
L2 term: [ 4.41770935e-05  6.91332351e-05  9.58760700e-05  5.34007647e-05
  1.10560677e-04 -9.31240247e-05  1.12876074e-05  1.89253852e-04
  1.08412535e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16301178  0.2550975   0.35378309  0.19707301  0.40797437 -0.34365027
  0.04165286  0.69834856  0.40004249]
L2 term: [ 4.41766329e-05  6.91321138e-05  9.58761759e-05  5.34073205e-05
  1.10562159e-04 -9.31301548e-05  1.12880374e-05  1.89254352e-04
  1.08412599e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16301009  0.2550934   0.35378347  0.19709713  0.4079798  -0.3436728
  0.04165443  0.69835034  0.40004273]
L2 term: [ 4.41761764e-05  6.91310014e-05  9.58762792e-05  5.34138561e-05
  1.10563630e-04 -9.31362611e-05  1.12884637e-05  1.89254834e-04
  1.08412663e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16300842  0.25508932  0.35378384  0.19712117  0.40798519 -0.34369525
  0.04165599  0.69835205  0.40004296]
L2 term: [ 4.41757240e-05  6.91298978e-05  9.58763799e-05  5.34203718e-05
  1.10565091e-04 -9.31423437e-05  1.12888861e-05  1.89255298e-04
  1.08412727e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16300677  0.25508528  0.3537842   0.19714514  0.40799054 -0.34371761
  0.04165753  0.6983537   0.4000432 ]
L2 term: [ 4.41752757e-05  6.91288030e-05  9.58764782e-05  5.34268675e-05
  1.10566541e-04 -9.31484029e-05  1.12893047e-05  1.89255745e-04
  1.08412791e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16300513  0.25508128  0.35378456  0.19716904  0.40799585 -0.34373988
  0.04165907  0.69835528  0.40004344]
L2 term: [ 4.41748314e-05  6.91277169e-05  9.58765739e-05  5.34333433e-05
  1.10567981e-04 -9.31544386e-05  1.12897197e-05  1.89256175e-04
  1.08412856e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1630035   0.2550773   0.3537849   0.19719286  0.40800113 -0.34376206
  0.04166058  0.69835681  0.40004367]
L2 term: [ 4.41743911e-05  6.91266395e-05  9.58766672e-05  5.34397993e-05
  1.10569411e-04 -9.31604510e-05  1.12901309e-05  1.89256587e-04
  1.08412920e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16300189  0.25507336  0.35378524  0.19721661  0.40800636 -0.34378416
  0.04166209  0.69835827  0.40004391]
L2 term: [ 4.41739548e-05  6.91255707e-05  9.58767580e-05  5.34462356e-05
  1.10570830e-04 -9.31664403e-05  1.12905384e-05  1.89256983e-04
  1.08412984e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1630003   0.25506944  0.35378556  0.19724029  0.40801156 -0.34380618
  0.04166358  0.69835966  0.40004415]
L2 term: [ 4.41735224e-05  6.91245104e-05  9.58768464e-05  5.34526522e-05
  1.10572240e-04 -9.31724066e-05  1.12909423e-05  1.89257362e-04
  1.08413048e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16299872  0.25506556  0.35378588  0.19726389  0.40801673 -0.34382811
  0.04166505  0.698361    0.40004438]
L2 term: [ 4.41730939e-05  6.91234585e-05  9.58769323e-05  5.34590492e-05
  1.10573639e-04 -9.31783499e-05  1.12913426e-05  1.89257724e-04
  1.08413112e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16299715  0.25506171  0.35378619  0.19728742  0.40802185 -0.34384996
  0.04166652  0.69836228  0.40004462]
L2 term: [ 4.41726693e-05  6.91224151e-05  9.58770159e-05  5.34654268e-05
  1.10575028e-04 -9.31842704e-05  1.12917392e-05  1.89258069e-04
  1.08413176e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1629956   0.25505789  0.35378649  0.19731089  0.40802694 -0.34387172
  0.04166797  0.69836349  0.40004486]
L2 term: [ 4.41722485e-05  6.91213799e-05  9.58770971e-05  5.34717848e-05
  1.10576407e-04 -9.31901682e-05  1.12921323e-05  1.89258399e-04
  1.08413241e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16299406  0.2550541   0.35378678  0.19733428  0.408032   -0.3438934
  0.04166941  0.69836465  0.40004509]
L2 term: [ 4.41718316e-05  6.91203531e-05  9.58771760e-05  5.34781235e-05
  1.10577777e-04 -9.31960434e-05  1.12925219e-05  1.89258712e-04
  1.08413305e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16299253  0.25505034  0.35378706  0.19735759  0.40803701 -0.343915
  0.04167083  0.69836574  0.40004533]
L2 term: [ 4.41714184e-05  6.91193345e-05  9.58772526e-05  5.34844429e-05
  1.10579136e-04 -9.32018961e-05  1.12929079e-05  1.89259009e-04
  1.08413369e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16299102  0.25504662  0.35378734  0.19738084  0.40804199 -0.34393651
  0.04167224  0.69836678  0.40004557]
L2 term: [ 4.41710091e-05  6.91183241e-05  9.58773269e-05  5.34907431e-05
  1.10580486e-04 -9.32077265e-05  1.12932904e-05  1.89259290e-04
  1.08413433e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16298953  0.25504292  0.3537876   0.19740402  0.40804694 -0.34395794
  0.04167364  0.69836776  0.40004581]
L2 term: [ 4.41706034e-05  6.91173217e-05  9.58773989e-05  5.34970240e-05
  1.10581826e-04 -9.32135346e-05  1.12936695e-05  1.89259556e-04
  1.08413497e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16298804  0.25503925  0.35378786  0.19742713  0.40805185 -0.34397929
  0.04167503  0.69836868  0.40004604]
L2 term: [ 4.41702015e-05  6.91163274e-05  9.58774687e-05  5.35032859e-05
  1.10583157e-04 -9.32193205e-05  1.12940451e-05  1.89259806e-04
  1.08413562e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16298657  0.25503561  0.35378811  0.19745016  0.40805672 -0.34400056
  0.0416764   0.69836955  0.40004628]
L2 term: [ 4.41698033e-05  6.91153411e-05  9.58775362e-05  5.35095288e-05
  1.10584478e-04 -9.32250845e-05  1.12944173e-05  1.89260040e-04
  1.08413626e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16298512  0.255032    0.35378835  0.19747313  0.40806156 -0.34402175
  0.04167776  0.69837036  0.40004652]
L2 term: [ 4.41694087e-05  6.91143627e-05  9.58776015e-05  5.35157527e-05
  1.10585789e-04 -9.32308264e-05  1.12947862e-05  1.89260260e-04
  1.08413690e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16298368  0.25502842  0.35378858  0.19749602  0.40806637 -0.34404286
  0.04167911  0.69837111  0.40004675]
L2 term: [ 4.41690178e-05  6.91133922e-05  9.58776647e-05  5.35219577e-05
  1.10587092e-04 -9.32365466e-05  1.12951516e-05  1.89260464e-04
  1.08413754e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16298225  0.25502486  0.35378881  0.19751885  0.40807114 -0.34406388
  0.04168045  0.69837181  0.40004699]
L2 term: [ 4.41686305e-05  6.91124295e-05  9.58777257e-05  5.35281439e-05
  1.10588385e-04 -9.32422451e-05  1.12955138e-05  1.89260653e-04
  1.08413819e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16298083  0.25502134  0.35378902  0.19754161  0.40807588 -0.34408483
  0.04168177  0.69837245  0.40004723]
L2 term: [ 4.41682467e-05  6.91114745e-05  9.58777845e-05  5.35343114e-05
  1.10589669e-04 -9.32479219e-05  1.12958726e-05  1.89260827e-04
  1.08413883e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16297943  0.25501785  0.35378923  0.1975643   0.40808058 -0.3441057
  0.04168308  0.69837304  0.40004747]
L2 term: [ 4.41678665e-05  6.91105273e-05  9.58778412e-05  5.35404602e-05
  1.10590943e-04 -9.32535773e-05  1.12962281e-05  1.89260987e-04
  1.08413947e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16297804  0.25501438  0.35378944  0.19758692  0.40808525 -0.34412649
  0.04168438  0.69837358  0.4000477 ]
L2 term: [ 4.41674898e-05  6.91095877e-05  9.58778959e-05  5.35465903e-05
  1.10592209e-04 -9.32592113e-05  1.12965804e-05  1.89261132e-04
  1.08414012e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16297666  0.25501094  0.35378963  0.19760947  0.40808989 -0.3441472
  0.04168567  0.69837406  0.40004794]
L2 term: [ 4.41671167e-05  6.91086556e-05  9.58779484e-05  5.35527019e-05
  1.10593465e-04 -9.32648240e-05  1.12969294e-05  1.89261262e-04
  1.08414076e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1629753   0.25500753  0.35378982  0.19763195  0.40809449 -0.34416783
  0.04168695  0.69837449  0.40004818]
L2 term: [ 4.41667470e-05  6.91077311e-05  9.58779989e-05  5.35587950e-05
  1.10594713e-04 -9.32704155e-05  1.12972752e-05  1.89261379e-04
  1.08414140e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16297394  0.25500414  0.35378999  0.19765437  0.40809906 -0.34418839
  0.04168821  0.69837487  0.40004841]
L2 term: [ 4.41663807e-05  6.91068141e-05  9.58780474e-05  5.35648697e-05
  1.10595952e-04 -9.32759859e-05  1.12976178e-05  1.89261481e-04
  1.08414205e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16297261  0.25500079  0.35379017  0.19767672  0.4081036  -0.34420887
  0.04168946  0.69837519  0.40004865]
L2 term: [ 4.41660179e-05  6.91059045e-05  9.58780938e-05  5.35709261e-05
  1.10597181e-04 -9.32815354e-05  1.12979573e-05  1.89261569e-04
  1.08414269e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16297128  0.25499746  0.35379033  0.197699    0.40810811 -0.34422927
  0.0416907   0.69837547  0.40004889]
L2 term: [ 4.41656584e-05  6.91050023e-05  9.58781383e-05  5.35769642e-05
  1.10598402e-04 -9.32870640e-05  1.12982936e-05  1.89261644e-04
  1.08414333e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16296997  0.25499416  0.35379049  0.19772121  0.40811258 -0.34424959
  0.04169193  0.69837569  0.40004913]
L2 term: [ 4.41653024e-05  6.91041074e-05  9.58781807e-05  5.35829840e-05
  1.10599615e-04 -9.32925718e-05  1.12986268e-05  1.89261704e-04
  1.08414398e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16296866  0.25499088  0.35379064  0.19774336  0.40811702 -0.34426984
  0.04169315  0.69837586  0.40004937]
L2 term: [ 4.41649496e-05  6.91032198e-05  9.58782212e-05  5.35889857e-05
  1.10600819e-04 -9.32980589e-05  1.12989568e-05  1.89261751e-04
  1.08414462e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16296737  0.25498763  0.35379078  0.19776544  0.40812143 -0.34429001
  0.04169436  0.69837599  0.4000496 ]
L2 term: [ 4.41646002e-05  6.91023393e-05  9.58782598e-05  5.35949694e-05
  1.10602014e-04 -9.33035255e-05  1.12992839e-05  1.89261785e-04
  1.08414527e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1629661   0.25498441  0.35379091  0.19778745  0.40812581 -0.34431011
  0.04169555  0.69837606  0.40004984]
L2 term: [ 4.41642541e-05  6.91014661e-05  9.58782965e-05  5.36009350e-05
  1.10603201e-04 -9.33089716e-05  1.12996078e-05  1.89261805e-04
  1.08414591e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16296483  0.25498121  0.35379104  0.1978094   0.40813016 -0.34433013
  0.04169674  0.69837609  0.40005008]
L2 term: [ 4.41639113e-05  6.91005999e-05  9.58783312e-05  5.36068826e-05
  1.10604379e-04 -9.33143974e-05  1.12999288e-05  1.89261812e-04
  1.08414655e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16296358  0.25497804  0.35379116  0.19783128  0.40813447 -0.34435007
  0.04169791  0.69837606  0.40005032]
L2 term: [ 4.41635717e-05  6.90997408e-05  9.58783641e-05  5.36128123e-05
  1.10605549e-04 -9.33198028e-05  1.13002467e-05  1.89261806e-04
  1.08414720e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16296234  0.2549749   0.35379128  0.19785309  0.40813876 -0.34436994
  0.04169907  0.69837599  0.40005055]
L2 term: [ 4.41632353e-05  6.90988887e-05  9.58783952e-05  5.36187243e-05
  1.10606710e-04 -9.33251881e-05  1.13005616e-05  1.89261787e-04
  1.08414784e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16296111  0.25497178  0.35379139  0.19787484  0.40814302 -0.34438974
  0.04170022  0.69837588  0.40005079]
L2 term: [ 4.41629022e-05  6.90980435e-05  9.58784243e-05  5.36246184e-05
  1.10607864e-04 -9.33305534e-05  1.13008736e-05  1.89261755e-04
  1.08414849e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16295989  0.25496869  0.35379149  0.19789653  0.40814724 -0.34440947
  0.04170136  0.69837571  0.40005103]
L2 term: [ 4.41625722e-05  6.90972052e-05  9.58784517e-05  5.36304948e-05
  1.10609009e-04 -9.33358986e-05  1.13011827e-05  1.89261710e-04
  1.08414913e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16295869  0.25496562  0.35379158  0.19791814  0.40815144 -0.34442912
  0.04170249  0.6983755   0.40005127]
L2 term: [ 4.41622453e-05  6.90963738e-05  9.58784772e-05  5.36363537e-05
  1.10610146e-04 -9.33412240e-05  1.13014888e-05  1.89261653e-04
  1.08414978e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16295749  0.25496258  0.35379167  0.1979397   0.4081556  -0.34444869
  0.04170361  0.69837524  0.40005151]
L2 term: [ 4.41619216e-05  6.90955492e-05  9.58785010e-05  5.36421949e-05
  1.10611275e-04 -9.33465296e-05  1.13017921e-05  1.89261584e-04
  1.08415042e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16295631  0.25495956  0.35379175  0.19796119  0.40815974 -0.3444682
  0.04170472  0.69837494  0.40005174]
L2 term: [ 4.41616010e-05  6.90947313e-05  9.58785230e-05  5.36480186e-05
  1.10612395e-04 -9.33518155e-05  1.13020925e-05  1.89261502e-04
  1.08415107e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16295514  0.25495657  0.35379182  0.19798261  0.40816385 -0.34448763
  0.04170582  0.69837459  0.40005198]
L2 term: [ 4.41612835e-05  6.90939201e-05  9.58785432e-05  5.36538249e-05
  1.10613508e-04 -9.33570818e-05  1.13023900e-05  1.89261407e-04
  1.08415172e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16295398  0.2549536   0.35379189  0.19800397  0.40816792 -0.34450699
  0.04170691  0.6983742   0.40005222]
L2 term: [ 4.41609690e-05  6.90931156e-05  9.58785617e-05  5.36596137e-05
  1.10614613e-04 -9.33623286e-05  1.13026847e-05  1.89261301e-04
  1.08415236e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16295283  0.25495065  0.35379195  0.19802527  0.40817197 -0.34452628
  0.04170798  0.69837377  0.40005246]
L2 term: [ 4.41606576e-05  6.90923177e-05  9.58785785e-05  5.36653853e-05
  1.10615711e-04 -9.33675560e-05  1.13029766e-05  1.89261183e-04
  1.08415301e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16295169  0.25494773  0.35379201  0.19804651  0.40817599 -0.3445455
  0.04170905  0.69837329  0.4000527 ]
L2 term: [ 4.41603492e-05  6.90915263e-05  9.58785936e-05  5.36711396e-05
  1.10616800e-04 -9.33727641e-05  1.13032657e-05  1.89261053e-04
  1.08415365e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16295056  0.25494484  0.35379206  0.19806767  0.40817998 -0.34456465
  0.04171011  0.69837276  0.40005294]
L2 term: [ 4.41600437e-05  6.90907415e-05  9.58786070e-05  5.36768766e-05
  1.10617882e-04 -9.33779530e-05  1.13035520e-05  1.89260911e-04
  1.08415430e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16294945  0.25494196  0.3537921   0.19808878  0.40818395 -0.34458372
  0.04171115  0.6983722   0.40005318]
L2 term: [ 4.41597413e-05  6.90899631e-05  9.58786188e-05  5.36825966e-05
  1.10618956e-04 -9.33831228e-05  1.13038357e-05  1.89260758e-04
  1.08415495e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16294834  0.25493912  0.35379214  0.19810982  0.40818788 -0.34460273
  0.04171219  0.69837159  0.40005341]
L2 term: [ 4.41594417e-05  6.90891911e-05  9.58786289e-05  5.36882994e-05
  1.10620022e-04 -9.33882735e-05  1.13041165e-05  1.89260593e-04
  1.08415559e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16294725  0.25493629  0.35379217  0.19813081  0.40819179 -0.34462167
  0.04171322  0.69837094  0.40005365]
L2 term: [ 4.41591451e-05  6.90884254e-05  9.58786374e-05  5.36939852e-05
  1.10621081e-04 -9.33934052e-05  1.13043947e-05  1.89260417e-04
  1.08415624e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16294616  0.25493349  0.3537922   0.19815172  0.40819567 -0.34464053
  0.04171423  0.69837025  0.40005389]
L2 term: [ 4.41588514e-05  6.90876661e-05  9.58786442e-05  5.36996541e-05
  1.10622133e-04 -9.33985182e-05  1.13046702e-05  1.89260229e-04
  1.08415689e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16294509  0.25493071  0.35379222  0.19817258  0.40819952 -0.34465933
  0.04171524  0.69836951  0.40005413]
L2 term: [ 4.41585606e-05  6.90869131e-05  9.58786495e-05  5.37053061e-05
  1.10623177e-04 -9.34036123e-05  1.13049431e-05  1.89260030e-04
  1.08415753e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16294403  0.25492795  0.35379223  0.19819337  0.40820335 -0.34467806
  0.04171624  0.69836874  0.40005437]
L2 term: [ 4.41582726e-05  6.90861663e-05  9.58786532e-05  5.37109412e-05
  1.10624213e-04 -9.34086878e-05  1.13052133e-05  1.89259821e-04
  1.08415818e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16294297  0.25492522  0.35379224  0.1982141   0.40820714 -0.34469672
  0.04171722  0.69836792  0.40005461]
L2 term: [ 4.41579875e-05  6.90854256e-05  9.58786553e-05  5.37165595e-05
  1.10625242e-04 -9.34137447e-05  1.13054809e-05  1.89259600e-04
  1.08415883e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16294193  0.25492251  0.35379224  0.19823477  0.40821092 -0.34471531
  0.0417182   0.69836707  0.40005485]
L2 term: [ 4.41577052e-05  6.90846911e-05  9.58786559e-05  5.37221611e-05
  1.10626264e-04 -9.34187831e-05  1.13057458e-05  1.89259369e-04
  1.08415948e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1629409   0.25491982  0.35379224  0.19825538  0.40821466 -0.34473383
  0.04171917  0.69836618  0.40005509]
L2 term: [ 4.41574256e-05  6.90839627e-05  9.58786549e-05  5.37277460e-05
  1.10627279e-04 -9.34238030e-05  1.13060082e-05  1.89259126e-04
  1.08416012e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16293988  0.25491716  0.35379223  0.19827593  0.40821838 -0.34475229
  0.04172013  0.69836524  0.40005532]
L2 term: [ 4.41571489e-05  6.90832403e-05  9.58786524e-05  5.37333143e-05
  1.10628287e-04 -9.34288047e-05  1.13062681e-05  1.89258874e-04
  1.08416077e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16293887  0.25491451  0.35379221  0.19829642  0.40822207 -0.34477068
  0.04172108  0.69836427  0.40005556]
L2 term: [ 4.41568749e-05  6.90825239e-05  9.58786484e-05  5.37388661e-05
  1.10629287e-04 -9.34337881e-05  1.13065254e-05  1.89258610e-04
  1.08416142e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16293787  0.25491189  0.35379219  0.19831684  0.40822573 -0.344789
  0.04172202  0.69836326  0.4000558 ]
L2 term: [ 4.41566036e-05  6.90818135e-05  9.58786430e-05  5.37444014e-05
  1.10630280e-04 -9.34387534e-05  1.13067802e-05  1.89258337e-04
  1.08416207e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16293688  0.25490929  0.35379217  0.19833721  0.40822937 -0.34480726
  0.04172295  0.69836222  0.40005604]
L2 term: [ 4.41563350e-05  6.90811090e-05  9.58786360e-05  5.37499202e-05
  1.10631267e-04 -9.34437006e-05  1.13070325e-05  1.89258053e-04
  1.08416272e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1629359   0.25490671  0.35379214  0.19835751  0.40823299 -0.34482544
  0.04172387  0.69836113  0.40005628]
L2 term: [ 4.41560691e-05  6.90804103e-05  9.58786276e-05  5.37554227e-05
  1.10632246e-04 -9.34486298e-05  1.13072822e-05  1.89257759e-04
  1.08416336e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16293492  0.25490416  0.3537921   0.19837775  0.40823658 -0.34484357
  0.04172478  0.69836001  0.40005652]
L2 term: [ 4.41558059e-05  6.90797175e-05  9.58786178e-05  5.37609088e-05
  1.10633219e-04 -9.34535411e-05  1.13075296e-05  1.89257455e-04
  1.08416401e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16293396  0.25490162  0.35379206  0.19839794  0.40824014 -0.34486162
  0.04172569  0.69835885  0.40005676]
L2 term: [ 4.41555453e-05  6.90790304e-05  9.58786065e-05  5.37663787e-05
  1.10634184e-04 -9.34584346e-05  1.13077745e-05  1.89257141e-04
  1.08416466e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16293301  0.25489911  0.35379201  0.19841806  0.40824368 -0.34487962
  0.04172658  0.69835765  0.400057  ]
L2 term: [ 4.41552874e-05  6.90783491e-05  9.58785939e-05  5.37718324e-05
  1.10635143e-04 -9.34633104e-05  1.13080169e-05  1.89256817e-04
  1.08416531e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16293207  0.25489662  0.35379196  0.19843813  0.40824719 -0.34489754
  0.04172747  0.69835642  0.40005724]
L2 term: [ 4.41550320e-05  6.90776735e-05  9.58785798e-05  5.37772699e-05
  1.10636095e-04 -9.34681685e-05  1.13082570e-05  1.89256483e-04
  1.08416596e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16293114  0.25489414  0.3537919   0.19845813  0.40825068 -0.3449154
  0.04172835  0.69835515  0.40005748]
L2 term: [ 4.41547793e-05  6.90770035e-05  9.58785644e-05  5.37826914e-05
  1.10637040e-04 -9.34730091e-05  1.13084947e-05  1.89256140e-04
  1.08416661e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16293021  0.25489169  0.35379184  0.19847808  0.40825414 -0.3449332
  0.04172921  0.69835385  0.40005772]
L2 term: [ 4.41545291e-05  6.90763392e-05  9.58785476e-05  5.37880967e-05
  1.10637979e-04 -9.34778322e-05  1.13087300e-05  1.89255787e-04
  1.08416726e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1629293   0.25488926  0.35379177  0.19849796  0.40825758 -0.34495093
  0.04173007  0.69835252  0.40005796]
L2 term: [ 4.41542815e-05  6.90756804e-05  9.58785294e-05  5.37934862e-05
  1.10638911e-04 -9.34826379e-05  1.13089629e-05  1.89255424e-04
  1.08416791e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16292839  0.25488685  0.3537917   0.19851779  0.408261   -0.3449686
  0.04173092  0.69835114  0.4000582 ]
L2 term: [ 4.41540363e-05  6.90750271e-05  9.58785099e-05  5.37988596e-05
  1.10639837e-04 -9.34874263e-05  1.13091935e-05  1.89255053e-04
  1.08416856e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1629275   0.25488446  0.35379162  0.19853756  0.40826439 -0.34498621
  0.04173177  0.69834974  0.40005844]
L2 term: [ 4.41537937e-05  6.90743793e-05  9.58784891e-05  5.38042173e-05
  1.10640756e-04 -9.34921974e-05  1.13094218e-05  1.89254672e-04
  1.08416921e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16292661  0.25488209  0.35379154  0.19855727  0.40826776 -0.34500375
  0.0417326   0.6983483   0.40005868]
L2 term: [ 4.41535536e-05  6.90737370e-05  9.58784670e-05  5.38095591e-05
  1.10641668e-04 -9.34969514e-05  1.13096478e-05  1.89254281e-04
  1.08416985e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16292574  0.25487974  0.35379146  0.19857693  0.4082711  -0.34502123
  0.04173343  0.69834683  0.40005892]
L2 term: [ 4.41533160e-05  6.90731001e-05  9.58784436e-05  5.38148851e-05
  1.10642574e-04 -9.35016883e-05  1.13098715e-05  1.89253882e-04
  1.08417050e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16292487  0.25487741  0.35379137  0.19859652  0.40827442 -0.34503865
  0.04173424  0.69834532  0.40005916]
L2 term: [ 4.41530808e-05  6.90724686e-05  9.58784189e-05  5.38201954e-05
  1.10643474e-04 -9.35064082e-05  1.13100930e-05  1.89253474e-04
  1.08417115e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16292401  0.2548751   0.35379127  0.19861606  0.40827772 -0.345056
  0.04173505  0.69834378  0.4000594 ]
L2 term: [ 4.41528480e-05  6.90718423e-05  9.58783929e-05  5.38254901e-05
  1.10644367e-04 -9.35111112e-05  1.13103122e-05  1.89253057e-04
  1.08417180e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16292316  0.25487281  0.35379117  0.19863554  0.40828099 -0.34507329
  0.04173585  0.69834221  0.40005964]
L2 term: [ 4.41526176e-05  6.90712214e-05  9.58783657e-05  5.38307692e-05
  1.10645254e-04 -9.35157974e-05  1.13105292e-05  1.89252631e-04
  1.08417245e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16292232  0.25487054  0.35379106  0.19865496  0.40828424 -0.34509052
  0.04173665  0.69834061  0.40005988]
L2 term: [ 4.41523897e-05  6.90706057e-05  9.58783372e-05  5.38360327e-05
  1.10646135e-04 -9.35204667e-05  1.13107440e-05  1.89252197e-04
  1.08417310e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16292149  0.25486828  0.35379095  0.19867433  0.40828747 -0.34510769
  0.04173743  0.69833897  0.40006012]
L2 term: [ 4.41521641e-05  6.90699952e-05  9.58783075e-05  5.38412808e-05
  1.10647010e-04 -9.35251194e-05  1.13109565e-05  1.89251754e-04
  1.08417375e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16292066  0.25486605  0.35379084  0.19869363  0.40829067 -0.3451248
  0.04173821  0.69833731  0.40006036]
L2 term: [ 4.41519409e-05  6.90693899e-05  9.58782766e-05  5.38465134e-05
  1.10647879e-04 -9.35297555e-05  1.13111669e-05  1.89251302e-04
  1.08417440e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291985  0.25486383  0.35379072  0.19871289  0.40829385 -0.34514184
  0.04173897  0.69833561  0.40006059]
L2 term: [ 4.41517200e-05  6.90687897e-05  9.58782445e-05  5.38517306e-05
  1.10648741e-04 -9.35343751e-05  1.13113752e-05  1.89250842e-04
  1.08417505e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291904  0.25486164  0.3537906   0.19873208  0.40829701 -0.34515883
  0.04173973  0.69833388  0.40006083]
L2 term: [ 4.41515014e-05  6.90681946e-05  9.58782112e-05  5.38569325e-05
  1.10649597e-04 -9.35389782e-05  1.13115813e-05  1.89250374e-04
  1.08417570e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291824  0.25485946  0.35379047  0.19875122  0.40830015 -0.34517575
  0.04174049  0.69833212  0.40006107]
L2 term: [ 4.41512852e-05  6.90676046e-05  9.58781767e-05  5.38621191e-05
  1.10650448e-04 -9.35435649e-05  1.13117853e-05  1.89249898e-04
  1.08417635e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291745  0.2548573   0.35379034  0.1987703   0.40830327 -0.34519262
  0.04174123  0.69833033  0.40006131]
L2 term: [ 4.41510712e-05  6.90670196e-05  9.58781411e-05  5.38672905e-05
  1.10651292e-04 -9.35481354e-05  1.13119871e-05  1.89249413e-04
  1.08417701e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291667  0.25485516  0.35379021  0.19878933  0.40830636 -0.34520942
  0.04174197  0.69832852  0.40006155]
L2 term: [ 4.41508595e-05  6.90664396e-05  9.58781043e-05  5.38724467e-05
  1.10652131e-04 -9.35526896e-05  1.13121869e-05  1.89248920e-04
  1.08417766e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1629159   0.25485304  0.35379007  0.1988083   0.40830943 -0.34522617
  0.0417427   0.69832667  0.40006179]
L2 term: [ 4.41506500e-05  6.90658645e-05  9.58780664e-05  5.38775878e-05
  1.10652963e-04 -9.35572276e-05  1.13123846e-05  1.89248420e-04
  1.08417831e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291513  0.25485094  0.35378992  0.19882721  0.40831248 -0.34524286
  0.04174342  0.69832479  0.40006203]
L2 term: [ 4.41504428e-05  6.90652943e-05  9.58780274e-05  5.38827138e-05
  1.10653790e-04 -9.35617496e-05  1.13125802e-05  1.89247911e-04
  1.08417896e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291438  0.25484885  0.35378977  0.19884607  0.40831551 -0.34525948
  0.04174414  0.69832289  0.40006228]
L2 term: [ 4.41502378e-05  6.90647290e-05  9.58779872e-05  5.38878248e-05
  1.10654611e-04 -9.35662555e-05  1.13127738e-05  1.89247395e-04
  1.08417961e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291363  0.25484678  0.35378962  0.19886488  0.40831852 -0.34527605
  0.04174484  0.69832095  0.40006252]
L2 term: [ 4.41500350e-05  6.90641685e-05  9.58779460e-05  5.38929208e-05
  1.10655426e-04 -9.35707455e-05  1.13129654e-05  1.89246871e-04
  1.08418026e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291289  0.25484473  0.35378946  0.19888363  0.40832151 -0.34529256
  0.04174554  0.69831899  0.40006276]
L2 term: [ 4.41498343e-05  6.90636128e-05  9.58779036e-05  5.38980020e-05
  1.10656236e-04 -9.35752197e-05  1.13131549e-05  1.89246339e-04
  1.08418091e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291216  0.2548427   0.3537893   0.19890232  0.40832448 -0.34530901
  0.04174623  0.698317    0.400063  ]
L2 term: [ 4.41496359e-05  6.90630619e-05  9.58778602e-05  5.39030682e-05
  1.10657039e-04 -9.35796781e-05  1.13133425e-05  1.89245800e-04
  1.08418156e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291143  0.25484068  0.35378914  0.19892096  0.40832742 -0.34532541
  0.04174692  0.69831499  0.40006324]
L2 term: [ 4.41494395e-05  6.90625157e-05  9.58778157e-05  5.39081196e-05
  1.10657838e-04 -9.35841207e-05  1.13135281e-05  1.89245254e-04
  1.08418221e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291072  0.25483868  0.35378897  0.19893955  0.40833035 -0.34534174
  0.0417476   0.69831294  0.40006348]
L2 term: [ 4.41492453e-05  6.90619742e-05  9.58777702e-05  5.39131563e-05
  1.10658630e-04 -9.35885477e-05  1.13137117e-05  1.89244700e-04
  1.08418286e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16291001  0.2548367   0.3537888   0.19895808  0.40833325 -0.34535802
  0.04174827  0.69831087  0.40006372]
L2 term: [ 4.41490533e-05  6.90614374e-05  9.58777236e-05  5.39181783e-05
  1.10659417e-04 -9.35929591e-05  1.13138933e-05  1.89244139e-04
  1.08418351e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290931  0.25483474  0.35378862  0.19897655  0.40833613 -0.34537424
  0.04174893  0.69830877  0.40006396]
L2 term: [ 4.41488633e-05  6.90609052e-05  9.58776760e-05  5.39231856e-05
  1.10660199e-04 -9.35973550e-05  1.13140730e-05  1.89243570e-04
  1.08418416e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290861  0.25483279  0.35378845  0.19899498  0.408339   -0.3453904
  0.04174959  0.69830665  0.4000642 ]
L2 term: [ 4.41486754e-05  6.90603775e-05  9.58776274e-05  5.39281782e-05
  1.10660975e-04 -9.36017355e-05  1.13142508e-05  1.89242995e-04
  1.08418481e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290793  0.25483086  0.35378826  0.19901335  0.40834184 -0.34540651
  0.04175023  0.6983045   0.40006444]
L2 term: [ 4.41484896e-05  6.90598544e-05  9.58775778e-05  5.39331564e-05
  1.10661746e-04 -9.36061006e-05  1.13144267e-05  1.89242412e-04
  1.08418546e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290725  0.25482895  0.35378808  0.19903166  0.40834467 -0.34542256
  0.04175088  0.69830233  0.40006468]
L2 term: [ 4.41483058e-05  6.90593359e-05  9.58775272e-05  5.39381200e-05
  1.10662511e-04 -9.36104505e-05  1.13146007e-05  1.89241823e-04
  1.08418611e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290658  0.25482705  0.35378788  0.19904992  0.40834747 -0.34543856
  0.04175151  0.69830012  0.40006492]
L2 term: [ 4.41481240e-05  6.90588218e-05  9.58774755e-05  5.39430691e-05
  1.10663271e-04 -9.36147851e-05  1.13147729e-05  1.89241226e-04
  1.08418676e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290591  0.25482517  0.35378769  0.19906813  0.40835025 -0.3454545
  0.04175214  0.6982979   0.40006516]
L2 term: [ 4.41479443e-05  6.90583122e-05  9.58774230e-05  5.39480038e-05
  1.10664026e-04 -9.36191045e-05  1.13149431e-05  1.89240623e-04
  1.08418742e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290526  0.25482331  0.35378749  0.19908629  0.40835302 -0.34547038
  0.04175276  0.69829565  0.4000654 ]
L2 term: [ 4.41477665e-05  6.90578070e-05  9.58773694e-05  5.39529242e-05
  1.10664775e-04 -9.36234088e-05  1.13151116e-05  1.89240013e-04
  1.08418807e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290461  0.25482146  0.35378729  0.19910439  0.40835577 -0.34548621
  0.04175338  0.69829337  0.40006564]
L2 term: [ 4.41475908e-05  6.90573061e-05  9.58773149e-05  5.39578302e-05
  1.10665519e-04 -9.36276982e-05  1.13152782e-05  1.89239397e-04
  1.08418872e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290397  0.25481963  0.35378709  0.19912244  0.40835849 -0.34550198
  0.04175398  0.69829107  0.40006588]
L2 term: [ 4.41474170e-05  6.90568097e-05  9.58772595e-05  5.39627220e-05
  1.10666258e-04 -9.36319725e-05  1.13154429e-05  1.89238774e-04
  1.08418937e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290333  0.25481781  0.35378688  0.19914044  0.4083612  -0.3455177
  0.04175459  0.69828875  0.40006612]
L2 term: [ 4.41472452e-05  6.90563175e-05  9.58772031e-05  5.39675995e-05
  1.10666992e-04 -9.36362320e-05  1.13156059e-05  1.89238144e-04
  1.08419002e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290271  0.25481601  0.35378667  0.19915839  0.40836389 -0.34553336
  0.04175518  0.6982864   0.40006636]
L2 term: [ 4.41470753e-05  6.90558296e-05  9.58771459e-05  5.39724629e-05
  1.10667721e-04 -9.36404767e-05  1.13157671e-05  1.89237508e-04
  1.08419067e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290209  0.25481423  0.35378645  0.19917628  0.40836656 -0.34554897
  0.04175577  0.69828403  0.4000666 ]
L2 term: [ 4.41469073e-05  6.90553460e-05  9.58770877e-05  5.39773121e-05
  1.10668444e-04 -9.36447066e-05  1.13159265e-05  1.89236866e-04
  1.08419132e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290148  0.25481246  0.35378624  0.19919412  0.40836921 -0.34556452
  0.04175635  0.69828164  0.40006684]
L2 term: [ 4.41467413e-05  6.90548666e-05  9.58770286e-05  5.39821473e-05
  1.10669163e-04 -9.36489218e-05  1.13160842e-05  1.89236217e-04
  1.08419197e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290087  0.2548107   0.35378601  0.19921191  0.40837184 -0.34558002
  0.04175693  0.69827922  0.40006708]
L2 term: [ 4.41465771e-05  6.90543914e-05  9.58769686e-05  5.39869684e-05
  1.10669877e-04 -9.36531224e-05  1.13162401e-05  1.89235562e-04
  1.08419262e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16290027  0.25480897  0.35378579  0.19922965  0.40837446 -0.34559547
  0.04175749  0.69827679  0.40006732]
L2 term: [ 4.41464148e-05  6.90539204e-05  9.58769078e-05  5.39917755e-05
  1.10670585e-04 -9.36573084e-05  1.13163942e-05  1.89234901e-04
  1.08419327e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289968  0.25480724  0.35378556  0.19924734  0.40837706 -0.34561086
  0.04175806  0.69827432  0.40006756]
L2 term: [ 4.41462544e-05  6.90534534e-05  9.58768461e-05  5.39965687e-05
  1.10671289e-04 -9.36614799e-05  1.13165467e-05  1.89234234e-04
  1.08419392e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289909  0.25480554  0.35378533  0.19926497  0.40837963 -0.3456262
  0.04175861  0.69827184  0.4000678 ]
L2 term: [ 4.41460958e-05  6.90529906e-05  9.58767835e-05  5.40013481e-05
  1.10671988e-04 -9.36656370e-05  1.13166975e-05  1.89233561e-04
  1.08419457e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289852  0.25480384  0.3537851   0.19928256  0.40838219 -0.34564149
  0.04175916  0.69826934  0.40006804]
L2 term: [ 4.41459391e-05  6.90525319e-05  9.58767201e-05  5.40061135e-05
  1.10672681e-04 -9.36697798e-05  1.13168465e-05  1.89232882e-04
  1.08419522e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289794  0.25480216  0.35378486  0.19930009  0.40838474 -0.34565672
  0.04175971  0.69826681  0.40006828]
L2 term: [ 4.41457842e-05  6.90520772e-05  9.58766558e-05  5.40108652e-05
  1.10673371e-04 -9.36739082e-05  1.13169939e-05  1.89232198e-04
  1.08419587e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289738  0.2548005   0.35378462  0.19931758  0.40838726 -0.3456719
  0.04176025  0.69826426  0.40006852]
L2 term: [ 4.41456311e-05  6.90516264e-05  9.58765907e-05  5.40156031e-05
  1.10674055e-04 -9.36780224e-05  1.13171396e-05  1.89231507e-04
  1.08419652e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289682  0.25479885  0.35378438  0.19933501  0.40838977 -0.34568703
  0.04176078  0.69826169  0.40006876]
L2 term: [ 4.41454797e-05  6.90511797e-05  9.58765248e-05  5.40203273e-05
  1.10674734e-04 -9.36821224e-05  1.13172837e-05  1.89230811e-04
  1.08419717e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289627  0.25479722  0.35378413  0.19935239  0.40839226 -0.34570211
  0.0417613   0.6982591   0.400069  ]
L2 term: [ 4.41453302e-05  6.90507369e-05  9.58764581e-05  5.40250379e-05
  1.10675409e-04 -9.36862084e-05  1.13174261e-05  1.89230109e-04
  1.08419782e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289572  0.2547956   0.35378388  0.19936972  0.40839473 -0.34571713
  0.04176182  0.69825649  0.40006924]
L2 term: [ 4.41451824e-05  6.90502980e-05  9.58763906e-05  5.40297348e-05
  1.10676079e-04 -9.36902802e-05  1.13175669e-05  1.89229402e-04
  1.08419847e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289518  0.25479399  0.35378363  0.199387    0.40839719 -0.34573211
  0.04176234  0.69825386  0.40006947]
L2 term: [ 4.41450363e-05  6.90498630e-05  9.58763223e-05  5.40344182e-05
  1.10676745e-04 -9.36943381e-05  1.13177061e-05  1.89228689e-04
  1.08419912e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289465  0.2547924   0.35378337  0.19940423  0.40839963 -0.34574703
  0.04176284  0.69825121  0.40006971]
L2 term: [ 4.41448920e-05  6.90494319e-05  9.58762532e-05  5.40390880e-05
  1.10677406e-04 -9.36983820e-05  1.13178437e-05  1.89227971e-04
  1.08419977e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289413  0.25479083  0.35378312  0.19942142  0.40840205 -0.3457619
  0.04176335  0.69824854  0.40006995]
L2 term: [ 4.41447495e-05  6.90490046e-05  9.58761834e-05  5.40437444e-05
  1.10678062e-04 -9.37024121e-05  1.13179797e-05  1.89227247e-04
  1.08420042e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289361  0.25478926  0.35378286  0.19943855  0.40840445 -0.34577672
  0.04176384  0.69824585  0.40007019]
L2 term: [ 4.41446086e-05  6.90485811e-05  9.58761128e-05  5.40483873e-05
  1.10678714e-04 -9.37064284e-05  1.13181141e-05  1.89226518e-04
  1.08420107e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289309  0.25478772  0.35378259  0.19945563  0.40840684 -0.34579149
  0.04176433  0.69824314  0.40007043]
L2 term: [ 4.41444694e-05  6.90481613e-05  9.58760414e-05  5.40530169e-05
  1.10679361e-04 -9.37104309e-05  1.13182470e-05  1.89225784e-04
  1.08420172e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289258  0.25478618  0.35378233  0.19947267  0.40840921 -0.34580621
  0.04176482  0.69824041  0.40007067]
L2 term: [ 4.41443319e-05  6.90477453e-05  9.58759693e-05  5.40576331e-05
  1.10680004e-04 -9.37144198e-05  1.13183783e-05  1.89225045e-04
  1.08420236e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289208  0.25478466  0.35378206  0.19948965  0.40841157 -0.34582088
  0.04176529  0.69823767  0.40007091]
L2 term: [ 4.41441960e-05  6.90473330e-05  9.58758965e-05  5.40622360e-05
  1.10680642e-04 -9.37183950e-05  1.13185081e-05  1.89224300e-04
  1.08420301e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289159  0.25478315  0.35378179  0.19950659  0.40841391 -0.3458355
  0.04176577  0.6982349   0.40007115]
L2 term: [ 4.41440618e-05  6.90469244e-05  9.58758229e-05  5.40668256e-05
  1.10681276e-04 -9.37223566e-05  1.13186364e-05  1.89223551e-04
  1.08420366e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1628911   0.25478166  0.35378151  0.19952347  0.40841623 -0.34585006
  0.04176624  0.69823212  0.40007139]
L2 term: [ 4.41439293e-05  6.90465194e-05  9.58757487e-05  5.40714021e-05
  1.10681905e-04 -9.37263048e-05  1.13187631e-05  1.89222796e-04
  1.08420431e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289062  0.25478018  0.35378124  0.19954031  0.40841854 -0.34586458
  0.0417667   0.69822932  0.40007163]
L2 term: [ 4.41437984e-05  6.90461181e-05  9.58756737e-05  5.40759653e-05
  1.10682530e-04 -9.37302395e-05  1.13188884e-05  1.89222037e-04
  1.08420496e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16289014  0.25477871  0.35378096  0.1995571   0.40842083 -0.34587905
  0.04176715  0.6982265   0.40007187]
L2 term: [ 4.41436691e-05  6.90457204e-05  9.58755980e-05  5.40805155e-05
  1.10683151e-04 -9.37341608e-05  1.13190122e-05  1.89221273e-04
  1.08420561e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288967  0.25477725  0.35378067  0.19957384  0.4084231  -0.34589347
  0.04176761  0.69822366  0.40007211]
L2 term: [ 4.41435414e-05  6.90453263e-05  9.58755216e-05  5.40850525e-05
  1.10683768e-04 -9.37380688e-05  1.13191345e-05  1.89220504e-04
  1.08420625e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1628892   0.25477581  0.35378039  0.19959054  0.40842536 -0.34590785
  0.04176805  0.6982208   0.40007235]
L2 term: [ 4.41434152e-05  6.90449356e-05  9.58754446e-05  5.40895765e-05
  1.10684380e-04 -9.37419635e-05  1.13192553e-05  1.89219730e-04
  1.08420690e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288874  0.25477438  0.3537801   0.19960718  0.4084276  -0.34592217
  0.04176849  0.69821793  0.40007259]
L2 term: [ 4.41432907e-05  6.90445486e-05  9.58753669e-05  5.40940876e-05
  1.10684988e-04 -9.37458450e-05  1.13193747e-05  1.89218952e-04
  1.08420755e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288829  0.25477297  0.35377981  0.19962378  0.40842983 -0.34593644
  0.04176893  0.69821504  0.40007282]
L2 term: [ 4.41431677e-05  6.90441650e-05  9.58752885e-05  5.40985856e-05
  1.10685591e-04 -9.37497133e-05  1.13194926e-05  1.89218169e-04
  1.08420820e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288784  0.25477157  0.35377952  0.19964033  0.40843205 -0.34595067
  0.04176936  0.69821214  0.40007306]
L2 term: [ 4.41430463e-05  6.90437848e-05  9.58752094e-05  5.41030708e-05
  1.10686191e-04 -9.37535685e-05  1.13196091e-05  1.89217381e-04
  1.08420884e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1628874   0.25477018  0.35377923  0.19965683  0.40843424 -0.34596485
  0.04176978  0.69820921  0.4000733 ]
L2 term: [ 4.41429264e-05  6.90434082e-05  9.58751297e-05  5.41075431e-05
  1.10686787e-04 -9.37574107e-05  1.13197242e-05  1.89216589e-04
  1.08420949e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288696  0.2547688   0.35377893  0.19967329  0.40843642 -0.34597898
  0.0417702   0.69820627  0.40007354]
L2 term: [ 4.41428080e-05  6.90430349e-05  9.58750494e-05  5.41120026e-05
  1.10687378e-04 -9.37612399e-05  1.13198379e-05  1.89215793e-04
  1.08421014e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288653  0.25476743  0.35377863  0.1996897   0.40843859 -0.34599306
  0.04177062  0.69820332  0.40007378]
L2 term: [ 4.41426911e-05  6.90426650e-05  9.58749684e-05  5.41164492e-05
  1.10687965e-04 -9.37650562e-05  1.13199502e-05  1.89214992e-04
  1.08421078e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1628861   0.25476608  0.35377833  0.19970606  0.40844074 -0.34600709
  0.04177103  0.69820035  0.40007402]
L2 term: [ 4.41425757e-05  6.90422985e-05  9.58748868e-05  5.41208832e-05
  1.10688548e-04 -9.37688596e-05  1.13200611e-05  1.89214187e-04
  1.08421143e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288568  0.25476474  0.35377803  0.19972237  0.40844288 -0.34602108
  0.04177143  0.69819736  0.40007426]
L2 term: [ 4.41424619e-05  6.90419353e-05  9.58748046e-05  5.41253044e-05
  1.10689128e-04 -9.37726501e-05  1.13201706e-05  1.89213377e-04
  1.08421208e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288527  0.25476341  0.35377772  0.19973864  0.408445   -0.34603502
  0.04177183  0.69819436  0.40007449]
L2 term: [ 4.41423495e-05  6.90415754e-05  9.58747218e-05  5.41297130e-05
  1.10689703e-04 -9.37764279e-05  1.13202788e-05  1.89212564e-04
  1.08421272e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288486  0.2547621   0.35377742  0.19975486  0.40844711 -0.34604891
  0.04177222  0.69819134  0.40007473]
L2 term: [ 4.41422385e-05  6.90412188e-05  9.58746384e-05  5.41341090e-05
  1.10690274e-04 -9.37801930e-05  1.13203856e-05  1.89211746e-04
  1.08421337e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288446  0.25476079  0.35377711  0.19977104  0.4084492  -0.34606276
  0.04177261  0.69818831  0.40007497]
L2 term: [ 4.41421290e-05  6.90408655e-05  9.58745544e-05  5.41384924e-05
  1.10690841e-04 -9.37839454e-05  1.13204911e-05  1.89210924e-04
  1.08421401e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288406  0.2547595   0.35377679  0.19978717  0.40845128 -0.34607656
  0.041773    0.69818526  0.40007521]
L2 term: [ 4.41420210e-05  6.90405154e-05  9.58744698e-05  5.41428633e-05
  1.10691405e-04 -9.37876853e-05  1.13205953e-05  1.89210099e-04
  1.08421466e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288366  0.25475822  0.35377648  0.19980325  0.40845335 -0.34609031
  0.04177338  0.6981822   0.40007545]
L2 term: [ 4.41419144e-05  6.90401685e-05  9.58743846e-05  5.41472217e-05
  1.10691964e-04 -9.37914125e-05  1.13206981e-05  1.89209269e-04
  1.08421530e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288328  0.25475695  0.35377616  0.19981928  0.4084554  -0.34610402
  0.04177375  0.69817913  0.40007568]
L2 term: [ 4.41418091e-05  6.90398248e-05  9.58742989e-05  5.41515676e-05
  1.10692520e-04 -9.37951273e-05  1.13207997e-05  1.89208435e-04
  1.08421595e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288289  0.2547557   0.35377584  0.19983528  0.40845743 -0.34611768
  0.04177412  0.69817603  0.40007592]
L2 term: [ 4.41417053e-05  6.90394843e-05  9.58742126e-05  5.41559011e-05
  1.10693072e-04 -9.37988297e-05  1.13208999e-05  1.89207597e-04
  1.08421659e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288251  0.25475445  0.35377552  0.19985122  0.40845946 -0.3461313
  0.04177449  0.69817293  0.40007616]
L2 term: [ 4.41416029e-05  6.90391469e-05  9.58741258e-05  5.41602223e-05
  1.10693620e-04 -9.38025196e-05  1.13209989e-05  1.89206756e-04
  1.08421724e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288214  0.25475322  0.3537752   0.19986712  0.40846147 -0.34614487
  0.04177485  0.69816981  0.4000764 ]
L2 term: [ 4.41415019e-05  6.90388126e-05  9.58740384e-05  5.41645311e-05
  1.10694164e-04 -9.38061972e-05  1.13210966e-05  1.89205911e-04
  1.08421788e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288177  0.254752    0.35377488  0.19988297  0.40846346 -0.34615839
  0.0417752   0.69816668  0.40007664]
L2 term: [ 4.41414022e-05  6.90384814e-05  9.58739504e-05  5.41688276e-05
  1.10694705e-04 -9.38098626e-05  1.13211930e-05  1.89205062e-04
  1.08421852e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288141  0.25475079  0.35377455  0.19989878  0.40846544 -0.34617187
  0.04177555  0.69816353  0.40007687]
L2 term: [ 4.41413039e-05  6.90381533e-05  9.58738619e-05  5.41731119e-05
  1.10695241e-04 -9.38135157e-05  1.13212882e-05  1.89204210e-04
  1.08421917e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288105  0.25474959  0.35377422  0.19991455  0.40846741 -0.34618531
  0.0417759   0.69816037  0.40007711]
L2 term: [ 4.41412070e-05  6.90378282e-05  9.58737729e-05  5.41773840e-05
  1.10695774e-04 -9.38171566e-05  1.13213821e-05  1.89203353e-04
  1.08421981e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1628807   0.2547484   0.35377389  0.19993027  0.40846936 -0.3461987
  0.04177624  0.6981572   0.40007735]
L2 term: [ 4.41411114e-05  6.90375061e-05  9.58736834e-05  5.41816439e-05
  1.10696304e-04 -9.38207854e-05  1.13214748e-05  1.89202494e-04
  1.08422045e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288035  0.25474722  0.35377356  0.19994594  0.4084713  -0.34621204
  0.04177658  0.69815402  0.40007758]
L2 term: [ 4.41410171e-05  6.90371871e-05  9.58735934e-05  5.41858916e-05
  1.10696830e-04 -9.38244021e-05  1.13215663e-05  1.89201631e-04
  1.08422109e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16288001  0.25474605  0.35377323  0.19996157  0.40847323 -0.34622534
  0.04177691  0.69815082  0.40007782]
L2 term: [ 4.41409241e-05  6.90368710e-05  9.58735029e-05  5.41901273e-05
  1.10697352e-04 -9.38280067e-05  1.13216565e-05  1.89200764e-04
  1.08422174e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287967  0.2547449   0.35377289  0.19997715  0.40847514 -0.3462386
  0.04177724  0.69814761  0.40007806]
L2 term: [ 4.41408325e-05  6.90365578e-05  9.58734118e-05  5.41943509e-05
  1.10697871e-04 -9.38315995e-05  1.13217456e-05  1.89199894e-04
  1.08422238e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287934  0.25474375  0.35377255  0.1999927   0.40847704 -0.34625182
  0.04177757  0.69814439  0.40007829]
L2 term: [ 4.41407421e-05  6.90362476e-05  9.58733203e-05  5.41985626e-05
  1.10698386e-04 -9.38351802e-05  1.13218334e-05  1.89199021e-04
  1.08422302e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287901  0.25474262  0.35377221  0.20000819  0.40847893 -0.34626498
  0.04177789  0.69814115  0.40007853]
L2 term: [ 4.41406530e-05  6.90359403e-05  9.58732283e-05  5.42027622e-05
  1.10698897e-04 -9.38387491e-05  1.13219201e-05  1.89198144e-04
  1.08422366e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287869  0.2547415   0.35377187  0.20002365  0.40848081 -0.34627811
  0.0417782   0.6981379   0.40007877]
L2 term: [ 4.41405652e-05  6.90356359e-05  9.58731358e-05  5.42069499e-05
  1.10699405e-04 -9.38423062e-05  1.13220056e-05  1.89197264e-04
  1.08422430e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287837  0.25474038  0.35377153  0.20003905  0.40848267 -0.34629119
  0.04177851  0.69813465  0.400079  ]
L2 term: [ 4.41404786e-05  6.90353343e-05  9.58730429e-05  5.42111257e-05
  1.10699910e-04 -9.38458515e-05  1.13220900e-05  1.89196381e-04
  1.08422494e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287805  0.25473928  0.35377118  0.20005442  0.40848452 -0.34630423
  0.04177882  0.69813138  0.40007924]
L2 term: [ 4.41403933e-05  6.90350356e-05  9.58729494e-05  5.42152897e-05
  1.10700411e-04 -9.38493851e-05  1.13221732e-05  1.89195495e-04
  1.08422558e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287774  0.25473819  0.35377084  0.20006974  0.40848635 -0.34631723
  0.04177912  0.69812809  0.40007948]
L2 term: [ 4.41403092e-05  6.90347396e-05  9.58728556e-05  5.42194418e-05
  1.10700909e-04 -9.38529070e-05  1.13222552e-05  1.89194605e-04
  1.08422622e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287744  0.25473711  0.35377049  0.20008502  0.40848818 -0.34633018
  0.04177942  0.6981248   0.40007971]
L2 term: [ 4.41402264e-05  6.90344465e-05  9.58727612e-05  5.42235821e-05
  1.10701403e-04 -9.38564173e-05  1.13223362e-05  1.89193713e-04
  1.08422686e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287713  0.25473604  0.35377014  0.20010025  0.40848999 -0.34634309
  0.04177971  0.6981215   0.40007995]
L2 term: [ 4.41401448e-05  6.90341562e-05  9.58726665e-05  5.42277108e-05
  1.10701894e-04 -9.38599159e-05  1.13224159e-05  1.89192817e-04
  1.08422750e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287684  0.25473498  0.35376979  0.20011544  0.40849179 -0.34635596
  0.04178001  0.69811818  0.40008018]
L2 term: [ 4.41400644e-05  6.90338686e-05  9.58725713e-05  5.42318277e-05
  1.10702381e-04 -9.38634031e-05  1.13224946e-05  1.89191919e-04
  1.08422814e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287655  0.25473392  0.35376943  0.20013059  0.40849357 -0.34636878
  0.04178029  0.69811485  0.40008042]
L2 term: [ 4.41399852e-05  6.90335837e-05  9.58724756e-05  5.42359329e-05
  1.10702866e-04 -9.38668788e-05  1.13225722e-05  1.89191017e-04
  1.08422878e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287626  0.25473288  0.35376908  0.2001457   0.40849535 -0.34638157
  0.04178057  0.69811152  0.40008065]
L2 term: [ 4.41399071e-05  6.90333016e-05  9.58723795e-05  5.42400265e-05
  1.10703346e-04 -9.38703430e-05  1.13226487e-05  1.89190113e-04
  1.08422942e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287597  0.25473185  0.35376872  0.20016076  0.40849711 -0.34639431
  0.04178085  0.69810817  0.40008089]
L2 term: [ 4.41398303e-05  6.90330221e-05  9.58722830e-05  5.42441085e-05
  1.10703824e-04 -9.38737959e-05  1.13227240e-05  1.89189206e-04
  1.08423005e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287569  0.25473083  0.35376837  0.20017578  0.40849886 -0.34640701
  0.04178113  0.69810481  0.40008112]
L2 term: [ 4.41397546e-05  6.90327453e-05  9.58721861e-05  5.42481790e-05
  1.10704298e-04 -9.38772374e-05  1.13227983e-05  1.89188296e-04
  1.08423069e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287542  0.25472982  0.35376801  0.20019076  0.4085006  -0.34641966
  0.0417814   0.69810145  0.40008136]
L2 term: [ 4.41396801e-05  6.90324712e-05  9.58720888e-05  5.42522379e-05
  1.10704770e-04 -9.38806676e-05  1.13228716e-05  1.89187384e-04
  1.08423133e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287515  0.25472882  0.35376765  0.20020569  0.40850233 -0.34643228
  0.04178166  0.69809807  0.40008159]
L2 term: [ 4.41396068e-05  6.90321996e-05  9.58719911e-05  5.42562853e-05
  1.10705237e-04 -9.38840865e-05  1.13229438e-05  1.89186468e-04
  1.08423196e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287488  0.25472782  0.35376729  0.20022059  0.40850404 -0.34644485
  0.04178192  0.69809468  0.40008183]
L2 term: [ 4.41395345e-05  6.90319307e-05  9.58718930e-05  5.42603214e-05
  1.10705702e-04 -9.38874943e-05  1.13230149e-05  1.89185550e-04
  1.08423260e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287462  0.25472684  0.35376692  0.20023544  0.40850574 -0.34645739
  0.04178218  0.69809128  0.40008206]
L2 term: [ 4.41394635e-05  6.90316644e-05  9.58717945e-05  5.42643460e-05
  1.10706164e-04 -9.38908909e-05  1.13230850e-05  1.89184630e-04
  1.08423324e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287436  0.25472587  0.35376656  0.20025025  0.40850744 -0.34646988
  0.04178244  0.69808788  0.4000823 ]
L2 term: [ 4.41393935e-05  6.90314006e-05  9.58716956e-05  5.42683592e-05
  1.10706622e-04 -9.38942764e-05  1.13231540e-05  1.89183707e-04
  1.08423387e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287411  0.2547249   0.35376619  0.20026501  0.40850912 -0.34648233
  0.04178269  0.69808446  0.40008253]
L2 term: [ 4.41393246e-05  6.90311394e-05  9.58715964e-05  5.42723611e-05
  1.10707077e-04 -9.38976508e-05  1.13232220e-05  1.89182781e-04
  1.08423451e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287386  0.25472395  0.35376582  0.20027974  0.40851078 -0.34649474
  0.04178294  0.69808104  0.40008277]
L2 term: [ 4.41392569e-05  6.90308807e-05  9.58714967e-05  5.42763517e-05
  1.10707530e-04 -9.39010142e-05  1.13232890e-05  1.89181853e-04
  1.08423514e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287361  0.254723    0.35376545  0.20029442  0.40851244 -0.34650711
  0.04178318  0.6980776   0.400083  ]
L2 term: [ 4.41391902e-05  6.90306245e-05  9.58713967e-05  5.42803310e-05
  1.10707979e-04 -9.39043667e-05  1.13233550e-05  1.89180922e-04
  1.08423577e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287337  0.25472207  0.35376508  0.20030906  0.40851409 -0.34651944
  0.04178342  0.69807416  0.40008323]
L2 term: [ 4.41391247e-05  6.90303708e-05  9.58712964e-05  5.42842991e-05
  1.10708425e-04 -9.39077082e-05  1.13234200e-05  1.89179989e-04
  1.08423641e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287313  0.25472114  0.35376471  0.20032366  0.40851572 -0.34653173
  0.04178366  0.69807071  0.40008347]
L2 term: [ 4.41390602e-05  6.90301196e-05  9.58711957e-05  5.42882560e-05
  1.10708868e-04 -9.39110388e-05  1.13234840e-05  1.89179054e-04
  1.08423704e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1628729   0.25472022  0.35376434  0.20033822  0.40851735 -0.34654398
  0.04178389  0.69806725  0.4000837 ]
L2 term: [ 4.41389967e-05  6.90298708e-05  9.58710946e-05  5.42922018e-05
  1.10709308e-04 -9.39143586e-05  1.13235470e-05  1.89178116e-04
  1.08423767e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287267  0.25471931  0.35376396  0.20035274  0.40851896 -0.34655619
  0.04178412  0.69806378  0.40008393]
L2 term: [ 4.41389344e-05  6.90296245e-05  9.58709932e-05  5.42961364e-05
  1.10709745e-04 -9.39176676e-05  1.13236091e-05  1.89177176e-04
  1.08423831e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287244  0.25471841  0.35376359  0.20036722  0.40852056 -0.34656836
  0.04178434  0.6980603   0.40008417]
L2 term: [ 4.41388730e-05  6.90293805e-05  9.58708914e-05  5.43000599e-05
  1.10710179e-04 -9.39209659e-05  1.13236701e-05  1.89176234e-04
  1.08423894e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287222  0.25471752  0.35376321  0.20038166  0.40852215 -0.3465805
  0.04178456  0.69805682  0.4000844 ]
L2 term: [ 4.41388127e-05  6.90291390e-05  9.58707894e-05  5.43039724e-05
  1.10710610e-04 -9.39242534e-05  1.13237302e-05  1.89175289e-04
  1.08423957e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.162872    0.25471664  0.35376283  0.20039605  0.40852373 -0.34659259
  0.04178478  0.69805332  0.40008463]
L2 term: [ 4.41387535e-05  6.90288998e-05  9.58706870e-05  5.43078739e-05
  1.10711038e-04 -9.39275303e-05  1.13237894e-05  1.89174342e-04
  1.08424020e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287179  0.25471577  0.35376246  0.20041041  0.4085253  -0.34660464
  0.041785    0.69804982  0.40008487]
L2 term: [ 4.41386953e-05  6.90286630e-05  9.58705842e-05  5.43117644e-05
  1.10711463e-04 -9.39307966e-05  1.13238476e-05  1.89173394e-04
  1.08424083e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287157  0.2547149   0.35376208  0.20042473  0.40852686 -0.34661665
  0.04178521  0.69804631  0.4000851 ]
L2 term: [ 4.41386380e-05  6.90284285e-05  9.58704812e-05  5.43156440e-05
  1.10711885e-04 -9.39340523e-05  1.13239049e-05  1.89172443e-04
  1.08424146e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287137  0.25471404  0.35376169  0.200439    0.40852841 -0.34662863
  0.04178542  0.6980428   0.40008533]
L2 term: [ 4.41385818e-05  6.90281963e-05  9.58703778e-05  5.43195126e-05
  1.10712305e-04 -9.39372974e-05  1.13239613e-05  1.89171490e-04
  1.08424209e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287116  0.2547132   0.35376131  0.20045324  0.40852994 -0.34664056
  0.04178562  0.69803927  0.40008556]
L2 term: [ 4.41385266e-05  6.90279665e-05  9.58702741e-05  5.43233704e-05
  1.10712722e-04 -9.39405321e-05  1.13240167e-05  1.89170535e-04
  1.08424272e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287096  0.25471236  0.35376093  0.20046743  0.40853147 -0.34665246
  0.04178582  0.69803574  0.40008579]
L2 term: [ 4.41384724e-05  6.90277389e-05  9.58701702e-05  5.43272174e-05
  1.10713135e-04 -9.39437563e-05  1.13240713e-05  1.89169578e-04
  1.08424335e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287077  0.25471153  0.35376054  0.20048159  0.40853299 -0.34666432
  0.04178602  0.69803221  0.40008603]
L2 term: [ 4.41384191e-05  6.90275136e-05  9.58700659e-05  5.43310535e-05
  1.10713546e-04 -9.39469701e-05  1.13241249e-05  1.89168619e-04
  1.08424397e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287057  0.2547107   0.35376016  0.2004957   0.40853449 -0.34667614
  0.04178622  0.69802866  0.40008626]
L2 term: [ 4.41383668e-05  6.90272905e-05  9.58699613e-05  5.43348788e-05
  1.10713955e-04 -9.39501736e-05  1.13241776e-05  1.89167659e-04
  1.08424460e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287038  0.25470989  0.35375977  0.20050978  0.40853599 -0.34668792
  0.04178641  0.69802511  0.40008649]
L2 term: [ 4.41383155e-05  6.90270697e-05  9.58698565e-05  5.43386934e-05
  1.10714360e-04 -9.39533667e-05  1.13242295e-05  1.89166696e-04
  1.08424523e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1628702   0.25470908  0.35375938  0.20052382  0.40853748 -0.34669967
  0.04178659  0.69802155  0.40008672]
L2 term: [ 4.41382651e-05  6.90268510e-05  9.58697514e-05  5.43424974e-05
  1.10714763e-04 -9.39565495e-05  1.13242804e-05  1.89165732e-04
  1.08424586e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16287002  0.25470828  0.35375899  0.20053781  0.40853895 -0.34671137
  0.04178678  0.69801798  0.40008695]
L2 term: [ 4.41382157e-05  6.90266346e-05  9.58696460e-05  5.43462906e-05
  1.10715163e-04 -9.39597221e-05  1.13243305e-05  1.89164766e-04
  1.08424648e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286984  0.25470749  0.3537586   0.20055177  0.40854042 -0.34672304
  0.04178696  0.69801441  0.40008718]
L2 term: [ 4.41381672e-05  6.90264204e-05  9.58695403e-05  5.43500732e-05
  1.10715560e-04 -9.39628845e-05  1.13243797e-05  1.89163798e-04
  1.08424711e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286966  0.25470671  0.35375821  0.20056569  0.40854187 -0.34673468
  0.04178714  0.69801084  0.40008741]
L2 term: [ 4.41381197e-05  6.90262083e-05  9.58694343e-05  5.43538452e-05
  1.10715955e-04 -9.39660368e-05  1.13244281e-05  1.89162828e-04
  1.08424773e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286949  0.25470593  0.35375782  0.20057957  0.40854332 -0.34674627
  0.04178732  0.69800725  0.40008764]
L2 term: [ 4.41380730e-05  6.90259983e-05  9.58693281e-05  5.43576066e-05
  1.10716347e-04 -9.39691789e-05  1.13244756e-05  1.89161857e-04
  1.08424836e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286932  0.25470517  0.35375743  0.20059341  0.40854476 -0.34675783
  0.04178749  0.69800366  0.40008787]
L2 term: [ 4.41380273e-05  6.90257905e-05  9.58692217e-05  5.43613575e-05
  1.10716736e-04 -9.39723110e-05  1.13245223e-05  1.89160884e-04
  1.08424898e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286916  0.25470441  0.35375703  0.20060721  0.40854618 -0.34676935
  0.04178766  0.69800006  0.4000881 ]
L2 term: [ 4.41379825e-05  6.90255848e-05  9.58691150e-05  5.43650979e-05
  1.10717123e-04 -9.39754330e-05  1.13245681e-05  1.89159909e-04
  1.08424960e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286899  0.25470366  0.35375664  0.20062097  0.4085476  -0.34678083
  0.04178782  0.69799646  0.40008833]
L2 term: [ 4.41379386e-05  6.90253811e-05  9.58690080e-05  5.43688278e-05
  1.10717507e-04 -9.39785451e-05  1.13246132e-05  1.89158933e-04
  1.08425023e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286883  0.25470291  0.35375624  0.2006347   0.40854901 -0.34679228
  0.04178799  0.69799285  0.40008856]
L2 term: [ 4.41378955e-05  6.90251796e-05  9.58689008e-05  5.43725473e-05
  1.10717888e-04 -9.39816471e-05  1.13246573e-05  1.89157955e-04
  1.08425085e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286868  0.25470218  0.35375585  0.20064839  0.40855041 -0.34680369
  0.04178815  0.69798924  0.40008879]
L2 term: [ 4.41378534e-05  6.90249801e-05  9.58687933e-05  5.43762563e-05
  1.10718267e-04 -9.39847393e-05  1.13247007e-05  1.89156976e-04
  1.08425147e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286853  0.25470145  0.35375545  0.20066203  0.40855179 -0.34681506
  0.0417883   0.69798562  0.40008902]
L2 term: [ 4.41378121e-05  6.90247826e-05  9.58686856e-05  5.43799550e-05
  1.10718643e-04 -9.39878216e-05  1.13247433e-05  1.89155995e-04
  1.08425209e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286838  0.25470073  0.35375505  0.20067564  0.40855317 -0.3468264
  0.04178846  0.697982    0.40008925]
L2 term: [ 4.41377717e-05  6.90245872e-05  9.58685777e-05  5.43836434e-05
  1.10719017e-04 -9.39908940e-05  1.13247851e-05  1.89155013e-04
  1.08425271e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286823  0.25470001  0.35375465  0.20068922  0.40855454 -0.3468377
  0.04178861  0.69797837  0.40008948]
L2 term: [ 4.41377322e-05  6.90243938e-05  9.58684696e-05  5.43873214e-05
  1.10719389e-04 -9.39939567e-05  1.13248260e-05  1.89154029e-04
  1.08425333e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286809  0.25469931  0.35375425  0.20070275  0.4085559  -0.34684897
  0.04178876  0.69797473  0.40008971]
L2 term: [ 4.41376935e-05  6.90242024e-05  9.58683612e-05  5.43909892e-05
  1.10719757e-04 -9.39970096e-05  1.13248662e-05  1.89153044e-04
  1.08425395e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286795  0.25469861  0.35375385  0.20071625  0.40855726 -0.34686019
  0.0417889   0.69797109  0.40008994]
L2 term: [ 4.41376556e-05  6.90240130e-05  9.58682526e-05  5.43946467e-05
  1.10720124e-04 -9.40000528e-05  1.13249056e-05  1.89152058e-04
  1.08425457e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286781  0.25469792  0.35375345  0.20072971  0.4085586  -0.34687139
  0.04178904  0.69796745  0.40009017]
L2 term: [ 4.41376186e-05  6.90238255e-05  9.58681438e-05  5.43982941e-05
  1.10720488e-04 -9.40030863e-05  1.13249443e-05  1.89151070e-04
  1.08425519e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286768  0.25469723  0.35375305  0.20074313  0.40855993 -0.34688255
  0.04178918  0.6979638   0.40009039]
L2 term: [ 4.41375824e-05  6.90236400e-05  9.58680348e-05  5.44019312e-05
  1.10720849e-04 -9.40061101e-05  1.13249821e-05  1.89150081e-04
  1.08425581e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286755  0.25469655  0.35375265  0.20075651  0.40856126 -0.34689367
  0.04178932  0.69796015  0.40009062]
L2 term: [ 4.41375470e-05  6.90234564e-05  9.58679256e-05  5.44055582e-05
  1.10721208e-04 -9.40091244e-05  1.13250193e-05  1.89149091e-04
  1.08425643e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286742  0.25469588  0.35375224  0.20076986  0.40856257 -0.34690476
  0.04178946  0.69795649  0.40009085]
L2 term: [ 4.41375125e-05  6.90232747e-05  9.58678162e-05  5.44091750e-05
  1.10721564e-04 -9.40121291e-05  1.13250556e-05  1.89148099e-04
  1.08425704e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1628673   0.25469522  0.35375184  0.20078316  0.40856388 -0.34691581
  0.04178959  0.69795282  0.40009108]
L2 term: [ 4.41374787e-05  6.90230950e-05  9.58677066e-05  5.44127818e-05
  1.10721919e-04 -9.40151242e-05  1.13250912e-05  1.89147107e-04
  1.08425766e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286717  0.25469456  0.35375143  0.20079644  0.40856518 -0.34692683
  0.04178972  0.69794916  0.4000913 ]
L2 term: [ 4.41374458e-05  6.90229171e-05  9.58675968e-05  5.44163786e-05
  1.10722270e-04 -9.40181099e-05  1.13251261e-05  1.89146113e-04
  1.08425828e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286706  0.25469391  0.35375103  0.20080967  0.40856647 -0.34693781
  0.04178984  0.69794549  0.40009153]
L2 term: [ 4.41374136e-05  6.90227411e-05  9.58674868e-05  5.44199653e-05
  1.10722620e-04 -9.40210861e-05  1.13251602e-05  1.89145118e-04
  1.08425889e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286694  0.25469327  0.35375062  0.20082287  0.40856775 -0.34694876
  0.04178996  0.69794181  0.40009176]
L2 term: [ 4.41373823e-05  6.90225669e-05  9.58673767e-05  5.44235420e-05
  1.10722967e-04 -9.40240529e-05  1.13251937e-05  1.89144122e-04
  1.08425951e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286683  0.25469264  0.35375021  0.20083603  0.40856902 -0.34695967
  0.04179009  0.69793813  0.40009198]
L2 term: [ 4.41373517e-05  6.90223946e-05  9.58672663e-05  5.44271087e-05
  1.10723312e-04 -9.40270103e-05  1.13252263e-05  1.89143125e-04
  1.08426012e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286672  0.25469201  0.3537498   0.20084916  0.40857028 -0.34697055
  0.0417902   0.69793445  0.40009221]
L2 term: [ 4.41373219e-05  6.90222242e-05  9.58671558e-05  5.44306656e-05
  1.10723654e-04 -9.40299584e-05  1.13252583e-05  1.89142127e-04
  1.08426073e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286661  0.25469138  0.3537494   0.20086224  0.40857154 -0.34698139
  0.04179032  0.69793076  0.40009244]
L2 term: [ 4.41372928e-05  6.90220555e-05  9.58670451e-05  5.44342125e-05
  1.10723994e-04 -9.40328971e-05  1.13252896e-05  1.89141127e-04
  1.08426135e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286651  0.25469077  0.35374899  0.2008753   0.40857279 -0.3469922
  0.04179043  0.69792707  0.40009266]
L2 term: [ 4.41372646e-05  6.90218887e-05  9.58669342e-05  5.44377496e-05
  1.10724332e-04 -9.40358266e-05  1.13253202e-05  1.89140127e-04
  1.08426196e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.1628664   0.25469016  0.35374858  0.20088831  0.40857402 -0.34700298
  0.04179054  0.69792338  0.40009289]
L2 term: [ 4.41372370e-05  6.90217236e-05  9.58668232e-05  5.44412768e-05
  1.10724668e-04 -9.40387469e-05  1.13253500e-05  1.89139126e-04
  1.08426257e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286631  0.25468956  0.35374817  0.20090129  0.40857525 -0.34701372
  0.04179065  0.69791968  0.40009311]
L2 term: [ 4.41372102e-05  6.90215603e-05  9.58667120e-05  5.44447942e-05
  1.10725001e-04 -9.40416579e-05  1.13253792e-05  1.89138124e-04
  1.08426318e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286621  0.25468896  0.35374776  0.20091423  0.40857648 -0.34702443
  0.04179075  0.69791598  0.40009334]
L2 term: [ 4.41371842e-05  6.90213987e-05  9.58666006e-05  5.44483018e-05
  1.10725332e-04 -9.40445598e-05  1.13254077e-05  1.89137121e-04
  1.08426379e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286612  0.25468837  0.35374734  0.20092714  0.40857769 -0.3470351
  0.04179086  0.69791227  0.40009356]
L2 term: [ 4.41371589e-05  6.90212389e-05  9.58664891e-05  5.44517997e-05
  1.10725661e-04 -9.40474526e-05  1.13254356e-05  1.89136117e-04
  1.08426440e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286603  0.25468779  0.35374693  0.20094001  0.4085789  -0.34704574
  0.04179096  0.69790856  0.40009379]
L2 term: [ 4.41371343e-05  6.90210808e-05  9.58663775e-05  5.44552879e-05
  1.10725988e-04 -9.40503363e-05  1.13254627e-05  1.89135112e-04
  1.08426501e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286594  0.25468721  0.35374652  0.20095285  0.40858009 -0.34705635
  0.04179106  0.69790485  0.40009401]
L2 term: [ 4.41371104e-05  6.90209245e-05  9.58662657e-05  5.44587664e-05
  1.10726312e-04 -9.40532109e-05  1.13254892e-05  1.89134107e-04
  1.08426562e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286585  0.25468664  0.35374611  0.20096565  0.40858128 -0.34706692
  0.04179115  0.69790114  0.40009424]
L2 term: [ 4.41370872e-05  6.90207698e-05  9.58661537e-05  5.44622352e-05
  1.10726635e-04 -9.40560765e-05  1.13255150e-05  1.89133100e-04
  1.08426623e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286577  0.25468608  0.35374569  0.20097841  0.40858246 -0.34707746
  0.04179124  0.69789742  0.40009446]
L2 term: [ 4.41370648e-05  6.90206169e-05  9.58660417e-05  5.44656944e-05
  1.10726955e-04 -9.40589331e-05  1.13255402e-05  1.89132093e-04
  1.08426683e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286569  0.25468552  0.35374528  0.20099114  0.40858364 -0.34708797
  0.04179133  0.6978937   0.40009469]
L2 term: [ 4.41370430e-05  6.90204656e-05  9.58659294e-05  5.44691440e-05
  1.10727273e-04 -9.40617808e-05  1.13255648e-05  1.89131085e-04
  1.08426744e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286561  0.25468497  0.35374487  0.20100384  0.4085848  -0.34709845
  0.04179142  0.69788998  0.40009491]
L2 term: [ 4.41370220e-05  6.90203159e-05  9.58658171e-05  5.44725841e-05
  1.10727589e-04 -9.40646195e-05  1.13255886e-05  1.89130077e-04
  1.08426805e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286554  0.25468442  0.35374445  0.20101649  0.40858596 -0.34710889
  0.04179151  0.69788626  0.40009513]
L2 term: [ 4.41370016e-05  6.90201679e-05  9.58657046e-05  5.44760146e-05
  1.10727903e-04 -9.40674494e-05  1.13256119e-05  1.89129067e-04
  1.08426865e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286546  0.25468388  0.35374403  0.20102912  0.40858711 -0.3471193
  0.04179159  0.69788253  0.40009536]
L2 term: [ 4.41369819e-05  6.90200216e-05  9.58655920e-05  5.44794356e-05
  1.10728215e-04 -9.40702704e-05  1.13256345e-05  1.89128057e-04
  1.08426926e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286539  0.25468335  0.35374362  0.20104171  0.40858825 -0.34712967
  0.04179167  0.6978788   0.40009558]
L2 term: [ 4.41369629e-05  6.90198768e-05  9.58654793e-05  5.44828471e-05
  1.10728524e-04 -9.40730826e-05  1.13256565e-05  1.89127047e-04
  1.08426986e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286533  0.25468282  0.3537432   0.20105426  0.40858939 -0.34714002
  0.04179175  0.69787507  0.4000958 ]
L2 term: [ 4.41369445e-05  6.90197337e-05  9.58653665e-05  5.44862492e-05
  1.10728832e-04 -9.40758860e-05  1.13256779e-05  1.89126036e-04
  1.08427046e-04]
lambda_param: 0.1
m: 369
theta[1:]: [ 0.16286526  0.2546823   0.35374279  0.20106678  0.40859052 -0.34715033
  0.04179183  0.69787134  0.40009602]
L2 term: [ 4.41369268e-05  6.90195922e-05  9.58652535e-05  5.44896418e-05
  1.10729137e-04 -9.40786807e-05  1.13256987e-05  1.89125024e-04
  1.08427107e-04]
Final theta: [-0.90969919  0.1628652   0.25468178  0.35374237  0.20107926  0.40859164
 -0.34716061  0.0417919   0.6978676   0.40009625]
lambda_param: 1
m: 369
theta[1:]: [-0.00138264  0.00647689  0.0152303  -0.00234153 -0.00234137  0.01579213
  0.00767435 -0.00469474  0.0054256 ]
L2 term: [-3.74700003e-06  1.75525349e-05  4.12745219e-05 -6.34561991e-06
 -6.34517499e-06  4.27970953e-05  2.07976891e-05 -1.27228831e-05
  1.47035242e-05]
lambda_param: 1
m: 369
theta[1:]: [0.00809812 0.01900755 0.02663126 0.00923918 0.00224294 0.01904111
 0.01037657 0.01303707 0.0171554 ]
L2 term: [2.19461334e-05 5.15109730e-05 7.21714289e-05 2.50384152e-05
 6.07843306e-06 5.16019132e-05 2.81207971e-05 3.53308032e-05
 4.64915901e-05]
lambda_param: 1
m: 369
theta[1:]: [0.01692612 0.0307989  0.03732081 0.01984428 0.00676668 0.02165778
 0.01284589 0.02974075 0.02829672]
L2 term: [4.58702408e-05 8.34658527e-05 1.01140411e-04 5.37785391e-05
 1.83378866e-05 5.86931614e-05 3.48127216e-05 8.05982458e-05
 7.66848869e-05]
lambda_param: 1
m: 369
theta[1:]: [0.02514948 0.04190131 0.04735117 0.02955103 0.01122923 0.0236986
 0.01509999 0.04548896 0.03888716]
L2 term: [6.81557636e-05 1.13553692e-04 1.28322952e-04 8.00840867e-05
 3.04315275e-05 6.42238350e-05 4.09213860e-05 1.23276307e-04
 1.05385270e-04]
lambda_param: 1
m: 369
theta[1:]: [0.03281399 0.05236294 0.05677188 0.03843275 0.01563053 0.02521676
 0.01715581 0.0603512  0.04896278]
L2 term: [8.89268070e-05 1.41904978e-04 1.53853346e-04 1.04153789e-04
 4.23591624e-05 6.83380961e-05 4.64927163e-05 1.63553379e-04
 1.32690457e-04]
lambda_param: 1
m: 369
theta[1:]: [0.03996274 0.06222926 0.0656295  0.04655828 0.0199709  0.02626186
 0.01902939 0.07439319 0.05855776]
L2 term: [1.08300119e-04 1.68642974e-04 1.77857727e-04 1.26174208e-04
 5.41216753e-05 7.11703436e-05 5.15701537e-05 2.01607565e-04
 1.58693122e-04]
lambda_param: 1
m: 369
theta[1:]: [0.04663591 0.07154286 0.07396738 0.0539917  0.02425094 0.02687975
 0.02073573 0.0876765  0.06770426]
L2 term: [1.26384582e-04 1.93883086e-04 2.00453616e-04 1.46318975e-04
 6.57207165e-05 7.28448473e-05 5.61943781e-05 2.37605688e-04
 1.83480380e-04]
lambda_param: 1
m: 369
theta[1:]: [0.05287072 0.08034335 0.08182569 0.06079225 0.02847147 0.02711257
 0.02228878 0.10025837 0.07643229]
L2 term: [1.43281088e-04 2.17732648e-04 2.21749840e-04 1.64748632e-04
 7.71584617e-05 7.34757912e-05 6.04031921e-05 2.71702900e-04
 2.07133579e-04]
lambda_param: 1
m: 369
theta[1:]: [0.05870151 0.08866738 0.08924144 0.06701442 0.03263341 0.02699884
 0.02370143 0.11219177 0.08476975]
L2 term: [1.59082672e-04 2.40290994e-04 2.41846724e-04 1.81610885e-04
 8.84374279e-05 7.31675944e-05 6.42315216e-05 3.04042743e-04
 2.29728317e-04]
lambda_param: 1
m: 369
theta[1:]: [0.06415981 0.09654875 0.09624865 0.07270818 0.03673776 0.02657369
 0.02498554 0.12352552 0.09274246]
L2 term: [1.73874827e-04 2.61649738e-04 2.60836450e-04 1.97041132e-04
 9.95603375e-05 7.20154103e-05 6.77114945e-05 3.34757496e-04
 2.51334591e-04]
lambda_param: 1
m: 369
theta[1:]: [0.06927456 0.10401858 0.1028785  0.07791921 0.04078558 0.02586901
 0.02615198 0.13430446 0.1003743 ]
L2 term: [1.87735926e-04 2.81893167e-04 2.78803521e-04 2.11163168e-04
 1.10530019e-04 7.01057267e-05 7.08725724e-05 3.63968720e-04
 2.72017060e-04]
lambda_param: 1
m: 369
theta[1:]: [0.07407221 0.11110542 0.10915953 0.0826892  0.04477791 0.02491378
 0.02721069 0.14456974 0.10768724]
L2 term: [2.00737698e-04 3.01098709e-04 2.95825289e-04 2.24089966e-04
 1.21349336e-04 6.75170135e-05 7.37417108e-05 3.91787920e-04
 2.91835352e-04]
lambda_param: 1
m: 369
theta[1:]: [0.07857697 0.11783551 0.11511785 0.08705614 0.0487158  0.02373422
 0.02817076 0.15435906 0.11470159]
L2 term: [2.12945729e-04 3.19337429e-04 3.11972490e-04 2.35924506e-04
 1.32021140e-04 6.43203803e-05 7.63435354e-05 4.18317245e-04
 3.10844408e-04]
lambda_param: 1
m: 369
theta[1:]: [0.08281097 0.1242329  0.12077731 0.09105466 0.0526003  0.0223541
 0.02904049 0.16370693 0.12143599]
L2 term: [2.24419963e-04 3.36674530e-04 3.27309787e-04 2.46760587e-04
 1.42548236e-04 6.05802187e-05 7.87005228e-05 4.43650213e-04
 3.29094826e-04]
lambda_param: 1
m: 369
theta[1:]: [0.0867944  0.13031967 0.12615973 0.09471626 0.05643241 0.02079493
 0.02982744 0.17264492 0.12790765]
L2 term: [2.35215181e-04 3.53169840e-04 3.41896287e-04 2.56683627e-04
 1.52933363e-04 5.63548139e-05 8.08331779e-05 4.67872420e-04
 3.46633209e-04]
lambda_param: 1
m: 369
theta[1:]: [0.09054576 0.13611609 0.13128505 0.09806965 0.06021312 0.01907616
 0.03053852 0.18120196 0.13413242]
L2 term: [2.45381463e-04 3.68878282e-04 3.55786034e-04 2.65771401e-04
 1.63179182e-04 5.16969170e-05 8.27602049e-05 4.91062219e-04
 3.63502494e-04]
lambda_param: 1
m: 369
theta[1:]: [0.09408194 0.14164076 0.1361715  0.10114096 0.06394337 0.01721543
 0.03118001 0.18940451 0.14012489]
L2 term: [2.54964611e-04 3.83850303e-04 3.69028465e-04 2.74094748e-04
 1.73288269e-04 4.66542737e-05 8.44986676e-05 5.13291354e-04
 3.79742262e-04]
lambda_param: 1
m: 369
theta[1:]: [0.09741841 0.14691081 0.1408358  0.10395402 0.06762409 0.01522867
 0.03175767 0.19727683 0.14589855]
L2 term: [2.64006543e-04 3.98132281e-04 3.81668833e-04 2.81718210e-04
 1.83263112e-04 4.12701086e-05 8.60641393e-05 5.34625558e-04
 3.95389030e-04]
lambda_param: 1
m: 369
theta[1:]: [0.10056935 0.15194198 0.14529323 0.10653053 0.07125616 0.01313034
 0.03227674 0.20484116 0.15146584]
L2 term: [2.72545654e-04 4.11766895e-04 3.93748591e-04 2.88700620e-04
 1.93106116e-04 3.55835643e-05 8.74708400e-05 5.55125096e-04
 4.10476519e-04]
lambda_param: 1
m: 369
theta[1:]: [0.10354772 0.15674879 0.14955782 0.10889029 0.07484043 0.01093351
 0.03274202 0.2121179  0.15683825]
L2 term: [2.80617140e-04 4.24793459e-04 4.05305749e-04 2.95095644e-04
 2.02819602e-04 2.96301005e-05 8.87317628e-05 5.74845265e-04
 4.25035902e-04]
lambda_param: 1
m: 369
theta[1:]: [0.10636547 0.1613446  0.15364244 0.11105138 0.07837774 0.00865004
 0.03315789 0.2191258  0.16202643]
L2 term: [2.88253301e-04 4.37248236e-04 4.16375189e-04 3.00952262e-04
 2.12405811e-04 2.34418527e-05 8.98587878e-05 5.93836849e-04
 4.39096027e-04]
lambda_param: 1
m: 369
theta[1:]: [0.10903352 0.16574178 0.15755892 0.11303031 0.08186889 0.0062907
 0.03352837 0.22588207 0.16704026]
L2 term: [2.95483803e-04 4.49164706e-04 4.26988956e-04 3.06315212e-04
 2.21866909e-04 1.70479549e-05 9.08627866e-05 6.12146535e-04
 4.52683620e-04]
lambda_param: 1
m: 369
theta[1:]: [0.11156196 0.16995174 0.16131813 0.11484217 0.08531464 0.00386521
 0.03385712 0.23240258 0.17188886]
L2 term: [3.02335926e-04 4.60573825e-04 4.37176516e-04 3.11225384e-04
 2.31204994e-04 1.04748307e-05 9.17537158e-05 6.29817281e-04
 4.65823473e-04]
lambda_param: 1
m: 369
theta[1:]: [0.11396003 0.17398507 0.16493008 0.11650075 0.08871575 0.00138244
 0.03414752 0.23870191 0.17658075]
L2 term: [3.08834779e-04 4.71504246e-04 4.46964995e-04 3.15720178e-04
 2.40422097e-04 3.74645312e-06 9.25407019e-05 6.46888657e-04
 4.78538613e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.11623629  0.17785155  0.16840399  0.11801868  0.09207295 -0.00114959
  0.03440265  0.24479355  0.18112382]
L2 term: [ 3.15003496e-04  4.81982530e-04  4.56379389e-04  3.19833829e-04
  2.49520188e-04 -3.11542123e-06  9.32321177e-05  6.63397150e-04
  4.90850449e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.1183986   0.18156029  0.17174838  0.11940755  0.09538694 -0.00372359
  0.03462536  0.25068991  0.18552542]
L2 term: [ 3.20863417e-04  4.92033319e-04  4.65442755e-04  3.23597694e-04
  2.58501181e-04 -1.00910423e-05  9.38356509e-05  6.79376441e-04
  5.02778916e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.12045424  0.18511974  0.17497108  0.12067795  0.0986584  -0.00633295
  0.03481824  0.25640247  0.18979242]
L2 term: [ 3.26434243e-04  5.01679515e-04  4.74176382e-04  3.27040514e-04
  2.67366938e-04 -1.71624782e-05  9.43583669e-05  6.94857646e-04
  5.14342594e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.12240991  0.18853775  0.17807938  0.12183961  0.10188801 -0.00897166
  0.0349837   0.26194186  0.19393121]
L2 term: [ 3.31734183e-04  5.10942420e-04  4.82599949e-04  3.30188653e-04
  2.76119270e-04 -2.43134460e-05  9.48067636e-05  7.09869551e-04
  5.25558825e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.12427185  0.19182165  0.18107998  0.12290147  0.10507642 -0.01163426
  0.03512394  0.26731792  0.19794777]
L2 term: [ 3.36780084e-04  5.19841873e-04  4.90731662e-04  3.33066305e-04
  2.84759947e-04 -3.15291597e-05  9.51868228e-05  7.24438804e-04
  5.36443812e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.1260458   0.19497826  0.18397911  0.12387171  0.10822427 -0.0143158
  0.035241    0.27253975  0.20184769]
L2 term: [ 3.41587545e-04  5.28396377e-04  4.98588384e-04  3.35695688e-04
  2.93290692e-04 -3.87961933e-05  9.55040548e-05  7.38590103e-04
  5.47012711e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.12773711  0.19801396  0.18678254  0.12475787  0.11133217 -0.01701177
  0.03533675  0.27761581  0.20563622]
L2 term: [ 3.46171024e-04  5.36623202e-04  5.06185744e-04  3.38097219e-04
  3.01713191e-04 -4.61023572e-05  9.57635399e-05  7.52346363e-04
  5.57279718e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.12935071  0.2009347   0.18949561  0.12556689  0.11440074 -0.0197181
  0.03541292  0.28255395  0.20931825]
L2 term: [ 3.50543936e-04  5.44538492e-04  5.13538247e-04  3.40289665e-04
  3.10029093e-04 -5.34365873e-05  9.59699654e-05  7.65728861e-04
  5.67258140e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.13089121  0.20374606  0.1921233   0.12630512  0.11743056 -0.02243108
  0.03547111  0.28736147  0.21289841]
L2 term: [ 3.54718736e-04  5.52157348e-04  5.20659361e-04  3.42290291e-04
  3.18240012e-04 -6.07888449e-05  9.61276585e-05  7.78757373e-04
  5.76960470e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.13236288  0.20645326  0.19467023  0.12697843  0.12042224 -0.02514736
  0.03551279  0.29204516  0.21638103]
L2 term: [ 3.58706999e-04  5.59493917e-04  5.27561607e-04  3.44114982e-04
  3.26347529e-04 -6.81500255e-05  9.62406174e-05  7.91450298e-04
  5.86398442e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.13376969  0.20906118  0.1971407   0.12759222  0.12337633 -0.02786388
  0.03553933  0.29661134  0.21977016]
L2 term: [ 3.62519492e-04  5.66561460e-04  5.34256630e-04  3.45778363e-04
  3.34353194e-04 -7.55118768e-05  9.63125378e-05  8.03824770e-04
  5.95583097e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.13511534  0.21157442  0.1995387   0.12815145  0.1262934  -0.0305779
  0.03555198  0.3010659   0.22306966]
L2 term: [ 3.66166238e-04  5.73372425e-04  5.40755278e-04  3.47293902e-04
  3.42258526e-04 -8.28669249e-05  9.63468386e-05  8.15896755e-04
  6.04524827e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.13640328  0.21399731  0.20186796  0.12866071  0.12917399 -0.0332869
  0.03555193  0.30541434  0.22628313]
L2 term: [ 3.69656573e-04  5.79938505e-04  5.47067655e-04  3.48674008e-04
  3.50065019e-04 -9.02084060e-05  9.63466840e-05  8.27681148e-04
  6.13233426e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.13763671  0.21633389  0.20413198  0.12912421  0.13201866 -0.03598865
  0.03554024  0.30966179  0.22941399]
L2 term: [ 3.72999203e-04  5.86270698e-04  5.53203188e-04  3.49930116e-04
  3.57774137e-04 -9.75302062e-05  9.63150038e-05  8.39191856e-04
  6.21718134e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.13881863  0.21858798  0.20633398  0.12954585  0.13482792 -0.03868109
  0.03551792  0.31381305  0.23246545]
L2 term: [ 3.76202249e-04  5.92379353e-04  5.59170674e-04  3.51072767e-04
  3.65387321e-04 -1.04826805e-04  9.62545128e-05  8.50441870e-04
  6.29987674e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.13995185  0.22076319  0.208477    0.12992921  0.13760231 -0.0413624
  0.03548589  0.31787259  0.23544056]
L2 term: [ 3.79273294e-04  5.98274221e-04  5.64978330e-04  3.52111679e-04
  3.72905985e-04 -1.12093225e-04  9.61677268e-05  8.61443340e-04
  6.38050292e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14103897  0.2228629   0.21056389  0.1302776   0.14034233 -0.04403092
  0.03544503  0.32184462  0.23834219]
L2 term: [ 3.82219424e-04  6.03964494e-04  5.70633838e-04  3.53055816e-04
  3.80331519e-04 -1.19324987e-04  9.60569789e-05  8.72207637e-04
  6.45913785e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14208244  0.22489032  0.21259728  0.13059406  0.14304849 -0.04668517
  0.03539612  0.32573306  0.24117306]
L2 term: [ 3.85047263e-04  6.09458851e-04  5.76144382e-04  3.53913444e-04
  3.87665292e-04 -1.26518064e-04  9.59244331e-05  8.82745410e-04
  6.53585537e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14308455  0.22684846  0.21457966  0.13088142  0.14572129 -0.04932381
  0.0353399   0.32954159  0.24393577]
L2 term: [ 3.87763010e-04  6.14765485e-04  5.81516692e-04  3.54692191e-04
  3.94908647e-04 -1.33668849e-04  9.57720975e-05  8.93066641e-04
  6.61072544e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14404744  0.2287402   0.21651336  0.13114226  0.14836121 -0.05194565
  0.03527708  0.33327368  0.24663275]
L2 term: [ 3.90372468e-04  6.19892144e-04  5.86757067e-04  3.55399092e-04
  4.02062908e-04 -1.40774115e-04  9.56018361e-05  9.03180694e-04
  6.68381438e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14497312  0.23056823  0.21840055  0.131379    0.15096874 -0.05454963
  0.03520827  0.33693256  0.24926633]
L2 term: [ 3.92881072e-04  6.24846156e-04  5.91871417e-04  3.56040638e-04
  4.09129376e-04 -1.47830984e-04  9.54153793e-05  9.13096357e-04
  6.75518516e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14586346  0.23233511  0.22024329  0.13159382  0.15354434 -0.05713482
  0.03513409  0.34052128  0.25183872]
L2 term: [ 3.95293918e-04  6.29634458e-04  5.96865283e-04  3.56622818e-04
  4.16109331e-04 -1.54836899e-04  9.52143340e-05  9.22821886e-04
  6.82489758e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14672023  0.23404328  0.22204349  0.13178878  0.15608849 -0.05970036
  0.03505507  0.3440427   0.25435201]
L2 term: [ 3.97615787e-04  6.34263624e-04  6.01743869e-04  3.57151159e-04
  4.23004034e-04 -1.61789597e-04  9.50001930e-05  9.32365044e-04
  6.89300846e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14754508  0.23569502  0.22380295  0.13196575  0.15860163 -0.06224553
  0.03497173  0.34749953  0.2568082 ]
L2 term: [ 3.99851164e-04  6.38739888e-04  6.06512063e-04  3.57630757e-04
  4.29814724e-04 -1.68687083e-04  9.47743428e-05  9.41733132e-04
  6.95957187e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14833957  0.23729252  0.22552338  0.13212647  0.16108423 -0.06476969
  0.03488455  0.35089429  0.25920919]
L2 term: [ 4.02004261e-04  6.43069164e-04  6.11174458e-04  3.58066317e-04
  4.36542621e-04 -1.75527609e-04  9.45380716e-05  9.50933023e-04
  7.02463927e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14910517  0.23883786  0.22720635  0.13227254  0.16353671 -0.06727226
  0.03479396  0.35422937  0.26155678]
L2 term: [ 4.04079038e-04  6.47257067e-04  6.15735378e-04  3.58462174e-04
  4.43188927e-04 -1.82309652e-04  9.42925763e-05  9.59971191e-04
  7.08825969e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.14984323  0.240333    0.22885339  0.13240544  0.16595953 -0.06975277
  0.03470038  0.35750703  0.26385271]
L2 term: [ 4.06079216e-04  6.51308932e-04  6.20198891e-04  3.58822329e-04
  4.49754822e-04 -1.89031897e-04  9.40389688e-05  9.68853742e-04
  7.15047984e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15055506  0.24177981  0.2304659   0.13252652  0.1683531  -0.0722108
  0.03460419  0.36072939  0.26609861]
L2 term: [ 4.08008295e-04  6.55229833e-04  6.24568827e-04  3.59150470e-04
  4.56241470e-04 -1.95693216e-04  9.37782825e-05  9.77586431e-04
  7.21134432e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15124187  0.24318008  0.23204521  0.13263705  0.17071786 -0.07464599
  0.03450574  0.36389846  0.26829605]
L2 term: [ 4.09869570e-04  6.59024597e-04  6.28848799e-04  3.59449996e-04
  4.62650016e-04 -2.02292656e-04  9.35114771e-05  9.86174694e-04
  7.27089565e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15190481  0.24453549  0.23359258  0.13273817  0.17305421 -0.07705806
  0.03440536  0.36701613  0.27044654]
L2 term: [ 4.11666146e-04  6.62697818e-04  6.33042213e-04  3.59724040e-04
  4.68981585e-04 -2.08829422e-04  9.32394446e-05  9.94623665e-04
  7.32917448e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15254495  0.24584768  0.23510919  0.13283095  0.17536256 -0.07944676
  0.03430335  0.37008419  0.2725515 ]
L2 term: [ 4.13400945e-04  6.66253875e-04  6.37152284e-04  3.59975486e-04
  4.75237287e-04 -2.15302865e-04  9.29630130e-05  1.00293820e-03
  7.38621965e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15316331  0.24711817  0.23659618  0.13291638  0.17764332 -0.0818119
  0.03420001  0.37310434  0.27461232]
L2 term: [ 4.15076724e-04  6.69696939e-04  6.41182046e-04  3.60206991e-04
  4.81418212e-04 -2.21712467e-04  9.26829515e-05  1.01112287e-03
  7.44206829e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15376085  0.24834844  0.23805458  0.13299535  0.17989689 -0.08415334
  0.03409559  0.37607817  0.27663029]
L2 term: [ 4.16696083e-04  6.73030990e-04  6.45134369e-04  3.60421000e-04
  4.87525434e-04 -2.28057831e-04  9.23999741e-05  1.01918204e-03
  7.49675595e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15433848  0.24953988  0.23948541  0.13306869  0.18212364 -0.08647097
  0.03399034  0.37900721  0.27860668]
L2 term: [ 4.18261477e-04  6.76259826e-04  6.49011965e-04  3.60619762e-04
  4.93560008e-04 -2.34338673e-04  9.21147436e-05  1.02711982e-03
  7.55031666e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15489706  0.25069383  0.24088962  0.13313717  0.18432398 -0.08876472
  0.03388449  0.3818929   0.28054269]
L2 term: [ 4.19775221e-04  6.79387075e-04  6.52817399e-04  3.60805345e-04
  4.99522974e-04 -2.40554806e-04  9.18278746e-05  1.03494010e-03
  7.60278301e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15543738  0.25181158  0.24226809  0.13320149  0.18649827 -0.09103457
  0.03377824  0.38473658  0.28243947]
L2 term: [ 4.21239506e-04  6.82416201e-04  6.56553102e-04  3.60979648e-04
  5.05415356e-04 -2.46706138e-04  9.15399374e-05  1.04264657e-03
  7.65418627e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15596021  0.25289434  0.24362169  0.13326229  0.18864688 -0.09328049
  0.03367179  0.38753957  0.28429813]
L2 term: [ 4.22656400e-04  6.85350516e-04  6.60221376e-04  3.61144414e-04
  5.11238158e-04 -2.52792660e-04  9.12514604e-05  1.05024275e-03
  7.70455640e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15646628  0.25394329  0.2449512   0.13332016  0.19077018 -0.09550253
  0.03356532  0.39030309  0.28611973]
L2 term: [ 4.24027860e-04  6.88193189e-04  6.63824402e-04  3.61301244e-04
  5.16992371e-04 -2.58814438e-04  9.09629330e-05  1.05773196e-03
  7.75392217e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15695627  0.25495954  0.24625741  0.13337564  0.19286854 -0.09770072
  0.033459    0.39302831  0.28790528]
L2 term: [ 4.25355738e-04  6.90947252e-04  6.67364252e-04  3.61451603e-04
  5.22678969e-04 -2.64771608e-04  9.06748086e-05  1.06511737e-03
  7.80231120e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15743082  0.25594416  0.24754103  0.13342923  0.1949423  -0.09987515
  0.03335299  0.39571633  0.28965578]
L2 term: [ 4.26641787e-04  6.93615608e-04  6.70842890e-04  3.61596835e-04
  5.28298911e-04 -2.70664368e-04  9.03875064e-05  1.07240199e-03
  7.84975002e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15789055  0.25689818  0.24880275  0.13348138  0.19699181 -0.10202591
  0.03324742  0.39836822  0.29137215]
L2 term: [ 4.27887667e-04  6.96201038e-04  6.74262182e-04  3.61738167e-04
  5.33853138e-04 -2.76492973e-04  9.01014138e-05  1.07958866e-03
  7.89626413e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15833604  0.25782259  0.25004322  0.13353251  0.19901741 -0.1041531
  0.03314243  0.40098497  0.2930553 ]
L2 term: [ 4.29094952e-04  6.98706209e-04  6.77623904e-04  3.61876721e-04
  5.39342578e-04 -2.82257730e-04  8.98168888e-05  1.08668013e-03
  7.94187807e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15876783  0.25871833  0.25126307  0.13358299  0.20101944 -0.10625687
  0.03303814  0.40356754  0.29470611]
L2 term: [ 4.30265134e-04  7.01133675e-04  6.80929741e-04  3.62013520e-04
  5.44768143e-04 -2.87958989e-04  8.95342616e-05  1.09367897e-03
  7.98661542e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15918646  0.25958629  0.2524629   0.13363316  0.20299824 -0.10833735
  0.03293467  0.40611685  0.29632541]
L2 term: [ 4.31399628e-04  7.03485889e-04  6.84181301e-04  3.62149498e-04
  5.50130730e-04 -2.93597147e-04  8.92538364e-05  1.10058766e-03
  8.03049891e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15959242  0.26042736  0.25364326  0.13368335  0.20495412 -0.1103947
  0.0328321   0.40863376  0.29791401]
L2 term: [ 4.32499778e-04  7.05765205e-04  6.87380112e-04  3.62285502e-04
  5.55431223e-04 -2.99172633e-04  8.89758933e-05  1.10740856e-03
  8.07355041e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.15998617  0.26124236  0.2548047   0.13373383  0.20688741 -0.1124291
  0.03273055  0.4111191   0.29947269]
L2 term: [ 4.33566860e-04  7.07973884e-04  6.90527633e-04  3.62422303e-04
  5.60670488e-04 -3.04685912e-04  8.87006895e-05  1.11414391e-03
  8.11579101e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16036817  0.2620321   0.25594772  0.13378486  0.20879842 -0.11444073
  0.0326301   0.41357367  0.30100219]
L2 term: [ 4.34602085e-04  7.10114097e-04  6.93625253e-04  3.62560599e-04
  5.65849380e-04 -3.10137479e-04  8.84284614e-05  1.12079587e-03
  8.15724101e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16073884  0.26279735  0.25707282  0.13383668  0.21068746 -0.11642978
  0.03253083  0.41599823  0.30250325]
L2 term: [ 4.35606606e-04  7.12187932e-04  6.96674300e-04  3.62701021e-04
  5.70968740e-04 -3.15527854e-04  8.81594251e-05  1.12736647e-03
  8.19792003e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16109858  0.26353884  0.25818046  0.13388949  0.21255485 -0.11839645
  0.0324328   0.41839349  0.30397655]
L2 term: [ 4.36581520e-04  7.14197396e-04  6.99676038e-04  3.62844138e-04
  5.76029392e-04 -3.20857581e-04  8.78937784e-05  1.13385769e-03
  8.23784696e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16144778  0.26425729  0.25927109  0.13394348  0.21440086 -0.12034095
  0.0323361   0.42076015  0.30542278]
L2 term: [ 4.37527868e-04  7.16144419e-04  7.02631680e-04  3.62990463e-04
  5.81032150e-04 -3.26127225e-04  8.76317017e-05  1.14027140e-03
  8.27704007e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16178681  0.26495339  0.26034514  0.13399883  0.21622581 -0.12226349
  0.03224077  0.42309887  0.30684258]
L2 term: [ 4.38446645e-04  7.18030861e-04  7.05542382e-04  3.63140455e-04
  5.85977812e-04 -3.31337368e-04  8.73733592e-05  1.14660939e-03
  8.31551699e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16211602  0.26562779  0.26140301  0.13405568  0.21802998 -0.1241643
  0.03214687  0.42541028  0.30823658]
L2 term: [ 4.39338795e-04  7.19858510e-04  7.08409252e-04  3.63294523e-04
  5.90867164e-04 -3.36488607e-04  8.71188997e-05  1.15287339e-03
  8.35329474e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16243573  0.26628113  0.26244511  0.13411417  0.21981366 -0.12604359
  0.03205446  0.427695    0.30960538]
L2 term: [ 4.40205221e-04  7.21629090e-04  7.11233349e-04  3.63453033e-04
  5.95700980e-04 -3.41581555e-04  8.68684579e-05  1.15906503e-03
  8.39038978e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16274626  0.26691403  0.26347179  0.13417442  0.22157713 -0.12790161
  0.03196358  0.4299536   0.31094959]
L2 term: [ 4.41046782e-04  7.23344261e-04  7.14015691e-04  3.63616309e-04
  6.00480020e-04 -3.46616834e-04  8.66221551e-05  1.16518590e-03
  8.42681803e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16304793  0.26752708  0.26448343  0.13423653  0.22332066 -0.12973858
  0.03187426  0.43218665  0.31226975]
L2 term: [ 4.41864298e-04  7.25005624e-04  7.16757250e-04  3.63784634e-04
  6.05205031e-04 -3.51595075e-04  8.63801002e-05  1.17123752e-03
  8.46259489e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16334101  0.26812083  0.26548036  0.1343006   0.22504452 -0.13155474
  0.03178654  0.43439467  0.31356643]
L2 term: [ 4.42658552e-04  7.26614724e-04  7.19458962e-04  3.63958259e-04
  6.09876749e-04 -3.56516919e-04  8.61423904e-05  1.17722134e-03
  8.49773525e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16362578  0.26869586  0.26646292  0.1343667   0.22674899 -0.13335033
  0.03170046  0.4365782   0.31484016]
L2 term: [ 4.43430293e-04  7.28173050e-04  7.22121723e-04  3.64137398e-04
  6.14495898e-04 -3.61383012e-04  8.59091119e-05  1.18313875e-03
  8.53225354e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16390251  0.26925267  0.26743142  0.13443491  0.22843432 -0.13512559
  0.03161605  0.43873772  0.31609144]
L2 term: [ 4.44180233e-04  7.29682038e-04  7.24746394e-04  3.64322238e-04
  6.19063188e-04 -3.66194005e-04  8.56803408e-05  1.18899111e-03
  8.56616372e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16417144  0.2697918   0.26838617  0.13450527  0.23010077 -0.13688075
  0.03153332  0.44087371  0.31732079]
L2 term: [ 4.44909058e-04  7.31143077e-04  7.27333805e-04  3.64512937e-04
  6.23579319e-04 -3.70950552e-04  8.54561435e-05  1.19477970e-03
  8.59947933e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16443283  0.27031372  0.26932747  0.13457785  0.2317486  -0.13861607
  0.0314523   0.44298663  0.31852868]
L2 term: [ 4.45617419e-04  7.32557506e-04  7.29884753e-04  3.64709627e-04
  6.28044981e-04 -3.75653311e-04  8.52365777e-05  1.20050577e-03
  8.63221348e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16468689  0.27081892  0.2702556   0.13465268  0.23337805 -0.14033178
  0.031373    0.44507692  0.31971558]
L2 term: [ 4.46305942e-04  7.33926620e-04  7.32400003e-04  3.64912417e-04
  6.32460849e-04 -3.80302939e-04  8.50216924e-05  1.20617051e-03
  8.66437889e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16493386  0.27130787  0.27117083  0.13472979  0.23498938 -0.14202813
  0.03129545  0.447145    0.32088195]
L2 term: [ 4.46975227e-04  7.35251671e-04  7.34880295e-04  3.65121393e-04
  6.36827590e-04 -3.84900094e-04  8.48115291e-05  1.21177508e-03
  8.69598788e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16517394  0.271781    0.27207342  0.13480921  0.23658282 -0.14370537
  0.03121966  0.4491913   0.32202823]
L2 term: [ 4.47625846e-04  7.36533868e-04  7.37326342e-04  3.65336623e-04
  6.41145859e-04 -3.89445436e-04  8.46061219e-05  1.21732059e-03
  8.72705242e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16540733  0.27223875  0.27296363  0.13489096  0.23815861 -0.14536372
  0.03114563  0.45121619  0.32315485]
L2 term: [ 4.48258350e-04  7.37774381e-04  7.39738829e-04  3.65558154e-04
  6.45416300e-04 -3.93939619e-04  8.44054979e-05  1.22280811e-03
  8.75758412e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16563424  0.27268153  0.2738417   0.13497504  0.23971699 -0.14700344
  0.03107337  0.45322007  0.32426223]
L2 term: [ 4.48873266e-04  7.38974342e-04  7.42118419e-04  3.65786020e-04
  6.49639546e-04 -3.98383299e-04  8.42096781e-05  1.22823867e-03
  8.78759425e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16585484  0.27310976  0.27470786  0.13506147  0.24125819 -0.14862476
  0.03100289  0.4552033   0.32535076]
L2 term: [ 4.49471100e-04  7.40134845e-04  7.44465752e-04  3.66020235e-04
  6.53816222e-04 -4.02777127e-04  8.40186773e-05  1.23361328e-03
  8.81709376e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16606931  0.27352381  0.27556235  0.13515024  0.24278242 -0.15022793
  0.03093419  0.45716624  0.32642084]
L2 term: [ 4.50052338e-04  7.41256951e-04  7.46781446e-04  3.66260803e-04
  6.57946940e-04 -4.07121750e-04  8.38325050e-05  1.23893291e-03
  8.84609328e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16627784  0.27392408  0.27640539  0.13524135  0.24428992 -0.15181317
  0.03086728  0.45910924  0.32747286]
L2 term: [ 4.50617445e-04  7.42341686e-04  7.49066099e-04  3.66507714e-04
  6.62032305e-04 -4.11417814e-04  8.36511653e-05  1.24419848e-03
  8.87460314e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16648058  0.27431093  0.27723719  0.13533479  0.2457809  -0.15338074
  0.03080215  0.46103262  0.32850717]
L2 term: [ 4.51166872e-04  7.43390045e-04  7.51320289e-04  3.66760943e-04
  6.66072909e-04 -4.15665956e-04  8.34746576e-05  1.24941089e-03
  8.90263338e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16667769  0.2746847   0.27805795  0.13543055  0.24725559 -0.15493085
  0.0307388   0.46293671  0.32952415]
L2 term: [ 4.51701048e-04  7.44402991e-04  7.53544576e-04  3.67020460e-04
  6.70069337e-04 -4.19866813e-04  8.33029766e-05  1.25457103e-03
  8.93019378e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16686932  0.27504576  0.27886788  0.13552862  0.24871418 -0.15646375
  0.03067723  0.46482182  0.33052414]
L2 term: [ 4.52220388e-04  7.45381457e-04  7.55739501e-04  3.67286221e-04
  6.74022163e-04 -4.24021013e-04  8.31361132e-05  1.25967974e-03
  8.95729384e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16705563  0.27539442  0.27966716  0.13562897  0.25015689 -0.15797967
  0.03061743  0.46668826  0.33150749]
L2 term: [ 4.52725291e-04  7.46326348e-04  7.57905591e-04  3.67558176e-04
  6.77931953e-04 -4.28129181e-04  8.29740540e-05  1.26473783e-03
  8.98394278e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16723676  0.27573102  0.280456    0.13573158  0.25158393 -0.15947882
  0.03055939  0.46853631  0.33247452]
L2 term: [ 4.53216142e-04  7.47238542e-04  7.60043353e-04  3.67836264e-04
  6.81799263e-04 -4.32191933e-04  8.28167823e-05  1.26974610e-03
  9.01014962e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16741283  0.27605587  0.28123456  0.13583643  0.25299549 -0.16096145
  0.03050312  0.47036627  0.33342556]
L2 term: [ 4.53693311e-04  7.48118890e-04  7.62153283e-04  3.68120419e-04
  6.85624640e-04 -4.36209881e-04  8.26642777e-05  1.27470533e-03
  9.03592310e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16758399  0.27636927  0.28200303  0.1359435   0.25439178 -0.16242776
  0.03044859  0.4721784   0.33436093]
L2 term: [ 4.54157155e-04  7.48968217e-04  7.64235859e-04  3.68410569e-04
  6.89408623e-04 -4.40183632e-04  8.25165170e-05  1.27961626e-03
  9.06127175e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16775036  0.27667152  0.28276158  0.13605275  0.25577299 -0.16387799
  0.03039581  0.47397297  0.33528092]
L2 term: [ 4.54608016e-04  7.49787325e-04  7.66291549e-04  3.68706636e-04
  6.93151743e-04 -4.44113781e-04  8.23734738e-05  1.28447961e-03
  9.08620387e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16791206  0.27696291  0.28351038  0.13616415  0.25713932 -0.16531234
  0.03034476  0.47575026  0.33618585]
L2 term: [ 4.55046229e-04  7.50576993e-04  7.68320803e-04  3.69008534e-04
  6.96854521e-04 -4.48000923e-04  8.22351194e-05  1.28929609e-03
  9.11072754e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16806921  0.27724371  0.28424958  0.13627767  0.25849095 -0.16673104
  0.03029542  0.47751049  0.33707599]
L2 term: [ 4.55472112e-04  7.51337974e-04  7.70324063e-04  3.69316177e-04
  7.00517470e-04 -4.51845640e-04  8.21014222e-05  1.29406638e-03
  9.13485067e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16822192  0.2775142   0.28497935  0.13639328  0.25982806 -0.1681343
  0.0302478   0.47925393  0.33795164]
L2 term: [ 4.55885975e-04  7.52071003e-04  7.72301756e-04  3.69629472e-04
  7.04141096e-04 -4.55648510e-04  8.19723487e-05  1.29879115e-03
  9.15858092e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16837032  0.27777464  0.28569984  0.13651093  0.26115086 -0.16952233
  0.03020186  0.48098082  0.33881306]
L2 term: [ 4.56288117e-04  7.52776792e-04  7.74254299e-04  3.69948323e-04
  7.07725897e-04 -4.59410103e-04  8.18478629e-05  1.30347105e-03
  9.18192578e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16851449  0.27802528  0.28641119  0.1366306   0.2624595  -0.17089533
  0.03015761  0.48269138  0.33966054]
L2 term: [ 4.56678827e-04  7.53456033e-04  7.76182098e-04  3.70272631e-04
  7.11272361e-04 -4.63130983e-04  8.17279272e-05  1.30810671e-03
  9.20489257e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16865454  0.27826637  0.28711357  0.13675225  0.26375418 -0.17225352
  0.03011501  0.48438583  0.34049432]
L2 term: [ 4.57058385e-04  7.54109399e-04  7.78085547e-04  3.70602294e-04
  7.14780971e-04 -4.66811704e-04  8.16125021e-05  1.31269874e-03
  9.22748841e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16879058  0.27849815  0.2878071   0.13687583  0.26503506 -0.17359709
  0.03007407  0.48606441  0.34131468]
L2 term: [ 4.57427059e-04  7.54737543e-04  7.79965032e-04  3.70937209e-04
  7.18252201e-04 -4.70452814e-04  8.15015463e-05  1.31724773e-03
  9.24972024e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16892271  0.27872087  0.28849192  0.13700131  0.26630233 -0.17492624
  0.03003476  0.48772733  0.34212185]
L2 term: [ 4.57785113e-04  7.55341102e-04  7.81820928e-04  3.71277269e-04
  7.21686518e-04 -4.74054853e-04  8.13950173e-05  1.32175427e-03
  9.27159485e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.169051    0.27893474  0.28916818  0.13712865  0.26755614 -0.17624117
  0.02999707  0.48937479  0.34291609]
L2 term: [ 4.58132798e-04  7.55920693e-04  7.83653601e-04  3.71622368e-04
  7.25084383e-04 -4.77618356e-04  8.12928709e-05  1.32621893e-03
  9.29311887e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16917556  0.27913998  0.289836    0.13725781  0.26879667 -0.17754208
  0.02996098  0.491007    0.34369762]
L2 term: [ 4.58470361e-04  7.56476918e-04  7.85463409e-04  3.71972396e-04
  7.28446247e-04 -4.81143846e-04  8.11950620e-05  1.33064226e-03
  9.31429876e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16929648  0.27933682  0.29049551  0.13738875  0.27002407 -0.17882915
  0.02992647  0.49262415  0.3444667 ]
L2 term: [ 4.58798039e-04  7.57010362e-04  7.87250700e-04  3.72327245e-04
  7.31772557e-04 -4.84631841e-04  8.11015441e-05  1.33502480e-03
  9.33514083e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16941383  0.27952547  0.29114684  0.13752143  0.27123852 -0.18010257
  0.02989353  0.49422645  0.34522353]
L2 term: [ 4.59116063e-04  7.57521594e-04  7.89015815e-04  3.72686802e-04
  7.35063752e-04 -4.88082853e-04  8.10122699e-05  1.33936708e-03
  9.35565124e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.1695277   0.27970612  0.2917901   0.1376558   0.27244018 -0.18136253
  0.02986213  0.49581408  0.34596835]
L2 term: [ 4.59424655e-04  7.58011167e-04  7.90759088e-04  3.73050957e-04
  7.38320264e-04 -4.91497383e-04  8.09271909e-05  1.34366960e-03
  9.37583602e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16963817  0.27987898  0.29242543  0.13779183  0.27362919 -0.18260922
  0.02983227  0.49738723  0.34670137]
L2 term: [ 4.59724033e-04  7.58479621e-04  7.92480843e-04  3.73419600e-04
  7.41542519e-04 -4.94875928e-04  8.08462582e-05  1.34793288e-03
  9.39570105e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16974532  0.28004424  0.29305294  0.13792948  0.27480571 -0.1838428
  0.02980392  0.49894608  0.3474228 ]
L2 term: [ 4.60014408e-04  7.58927481e-04  7.94181398e-04  3.73792618e-04
  7.44730935e-04 -4.98218974e-04  8.07694218e-05  1.35215740e-03
  9.41525208e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16984922  0.28020209  0.29367273  0.13806869  0.27596991 -0.18506346
  0.02977706  0.5004908   0.34813286]
L2 term: [ 4.60295983e-04  7.59355258e-04  7.95861065e-04  3.74169899e-04
  7.47885926e-04 -5.01527004e-04  8.06966312e-05  1.35634364e-03
  9.43449474e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.16994994  0.28035271  0.29428493  0.13820944  0.27712191 -0.18627138
  0.02975167  0.50202158  0.34883173]
L2 term: [ 4.60568957e-04  7.59763449e-04  7.97520149e-04  3.74551333e-04
  7.51007898e-04 -5.04800489e-04  8.06278354e-05  1.36049207e-03
  9.45343451e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17004757  0.28049629  0.29488965  0.13835168  0.27826189 -0.18746672
  0.02972774  0.50353857  0.34951963]
L2 term: [ 4.60833522e-04  7.60152539e-04  7.99158946e-04  3.74936810e-04
  7.54097253e-04 -5.08039895e-04  8.05629828e-05  1.36460316e-03
  9.47207677e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17014216  0.28063299  0.29548699  0.13849537  0.27938997 -0.18864966
  0.02970525  0.50504194  0.35019675]
L2 term: [ 4.61089867e-04  7.60523001e-04  8.00777749e-04  3.75326218e-04
  7.57154384e-04 -5.11245683e-04  8.05020214e-05  1.36867734e-03
  9.49042677e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17023379  0.28076298  0.29607706  0.13864048  0.2805063  -0.18982035
  0.02968417  0.50653186  0.35086327]
L2 term: [ 4.61338174e-04  7.60875294e-04  8.02376844e-04  3.75719447e-04
  7.60179680e-04 -5.14418303e-04  8.04448990e-05  1.37271506e-03
  9.50848966e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17032251  0.28088644  0.29665995  0.13878695  0.28161103 -0.19097898
  0.02966449  0.50800848  0.35151938]
L2 term: [ 4.61578620e-04  7.61209868e-04  8.03956511e-04  3.76116390e-04
  7.63173525e-04 -5.17558200e-04  8.03915630e-05  1.37671675e-03
  9.52627045e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.1704084   0.28100352  0.29723578  0.13893475  0.28270429 -0.19212568
  0.02964618  0.50947196  0.35216526]
L2 term: [ 4.61811377e-04  7.61527158e-04  8.05517024e-04  3.76516938e-04
  7.66136296e-04 -5.20665811e-04  8.03419605e-05  1.38068283e-03
  9.54377407e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17049151  0.28111438  0.29780464  0.13908384  0.28378623 -0.19326064
  0.02962924  0.51092246  0.3528011 ]
L2 term: [ 4.62036613e-04  7.61827592e-04  8.07058651e-04  3.76920984e-04
  7.69068363e-04 -5.23741568e-04  8.02960386e-05  1.38461371e-03
  9.56100534e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17057191  0.28121917  0.29836663  0.13923419  0.28485696 -0.19438399
  0.02961363  0.51236012  0.35342705]
L2 term: [ 4.62254493e-04  7.62111585e-04  8.08581657e-04  3.77328421e-04
  7.71970094e-04 -5.26785894e-04  8.02537441e-05  1.38850980e-03
  9.57796896e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17064965  0.28131805  0.29892184  0.13938574  0.28591664 -0.19549591
  0.02959934  0.51378508  0.35404331]
L2 term: [ 4.62465175e-04  7.62379541e-04  8.10086301e-04  3.77739146e-04
  7.74841850e-04 -5.29799207e-04  8.02150239e-05  1.39237150e-03
  9.59466954e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17072479  0.28141115  0.29947038  0.13953848  0.28696539 -0.19659653
  0.02958636  0.5151975   0.35465002]
L2 term: [ 4.62668814e-04  7.62631856e-04  8.11572835e-04  3.78153054e-04
  7.77683986e-04 -5.32781917e-04  8.01798248e-05  1.39619918e-03
  9.61111161e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17079739  0.28149863  0.30001232  0.13969235  0.28800334 -0.197686
  0.02957465  0.51659751  0.35524735]
L2 term: [ 4.62865562e-04  7.62868915e-04  8.13041509e-04  3.78570042e-04
  7.80496853e-04 -5.35734428e-04  8.01480936e-05  1.39999325e-03
  9.62729958e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.1708675   0.28158061  0.30054776  0.13984731  0.28903061 -0.19876448
  0.0295642   0.51798525  0.35583547]
L2 term: [ 4.63055566e-04  7.63091094e-04  8.14492568e-04  3.78990010e-04
  7.83280796e-04 -5.38657138e-04  8.01197770e-05  1.40375406e-03
  9.64323778e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17093518  0.28165724  0.30107679  0.14000334  0.29004734 -0.19983211
  0.02955499  0.51936085  0.35641453]
L2 term: [ 4.63238970e-04  7.63298758e-04  8.15926251e-04  3.79412857e-04
  7.86036156e-04 -5.41550438e-04  8.00948222e-05  1.40748198e-03
  9.65893046e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17100047  0.28172865  0.30159949  0.1401604   0.29105365 -0.20088903
  0.029547    0.52072446  0.35698469]
L2 term: [ 4.63415914e-04  7.63492267e-04  8.17342794e-04  3.79838485e-04
  7.88763268e-04 -5.44414712e-04  8.00731762e-05  1.41117739e-03
  9.67438176e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17106343  0.28179496  0.30211596  0.14031845  0.29204965 -0.20193538
  0.02954022  0.52207619  0.35754608]
L2 term: [ 4.63586535e-04  7.63671969e-04  8.18742429e-04  3.80266797e-04
  7.91462463e-04 -5.47250341e-04  8.00547862e-05  1.41484062e-03
  9.68959576e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17112411  0.2818563   0.30262627  0.14047745  0.29303547 -0.20297129
  0.02953461  0.52341618  0.35809887]
L2 term: [ 4.63750967e-04  7.63838205e-04  8.20125382e-04  3.80697697e-04
  7.94134067e-04 -5.50057696e-04  8.00395996e-05  1.41847204e-03
  9.70457645e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17118255  0.28191279  0.3031305   0.14063737  0.29401123 -0.20399691
  0.02953017  0.52474456  0.35864319]
L2 term: [ 4.63909339e-04  7.63991306e-04  8.21491877e-04  3.81131090e-04
  7.96778401e-04 -5.52837144e-04  8.00275641e-05  1.42207197e-03
  9.71932773e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.1712388   0.28196456  0.30362875  0.14079818  0.29497704 -0.20501236
  0.02952687  0.52606144  0.35917919]
L2 term: [ 4.64061780e-04  7.64131599e-04  8.22842134e-04  3.81566885e-04
  7.99395783e-04 -5.55589046e-04  8.00186277e-05  1.42564077e-03
  9.73385344e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.1712929   0.28201172  0.30412108  0.14095984  0.29593303 -0.20601778
  0.0295247   0.52736696  0.35970701]
L2 term: [ 4.64208414e-04  7.64259399e-04  8.24176369e-04  3.82004990e-04
  8.01986525e-04 -5.58313756e-04  8.00127384e-05  1.42917875e-03
  9.74815733e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17134491  0.28205438  0.30460758  0.14112232  0.2968793  -0.20701329
  0.02952363  0.52866122  0.36022677]
L2 term: [ 4.64349361e-04  7.64375016e-04  8.25494793e-04  3.82445314e-04
  8.04550936e-04 -5.61011625e-04  8.00098446e-05  1.43268624e-03
  9.76224308e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17139487  0.28209266  0.30508832  0.14128559  0.29781596 -0.20799903
  0.02952365  0.52994435  0.36073862]
L2 term: [ 4.64484741e-04  7.64478752e-04  8.26797616e-04  3.82887770e-04
  8.07089317e-04 -5.63682996e-04  8.00098953e-05  1.43616356e-03
  9.77611430e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17144281  0.28212666  0.30556338  0.14144961  0.29874313 -0.20897511
  0.02952474  0.53121647  0.36124268]
L2 term: [ 4.64614670e-04  7.64570901e-04  8.28085042e-04  3.83332272e-04
  8.09601971e-04 -5.66328206e-04  8.00128394e-05  1.43961103e-03
  9.78977453e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17148879  0.2821565   0.30603283  0.14161435  0.29966091 -0.20994166
  0.02952687  0.53247768  0.36173909]
L2 term: [ 4.64739260e-04  7.64651753e-04  8.29357273e-04  3.83778733e-04
  8.12089191e-04 -5.68947589e-04  8.00186265e-05  1.44302895e-03
  9.80322724e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17153283  0.28218227  0.30649675  0.14177979  0.30056942 -0.2108988
  0.02953004  0.53372811  0.36222796]
L2 term: [ 4.64858624e-04  7.64721588e-04  8.30614509e-04  3.84227071e-04
  8.14551269e-04 -5.71541473e-04  8.00272062e-05  1.44641763e-03
  9.81647583e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17157499  0.28220407  0.30695521  0.14194589  0.30146875 -0.21184666
  0.02953422  0.53496785  0.36270942]
L2 term: [ 4.64972869e-04  7.64780682e-04  8.31856943e-04  3.84677203e-04
  8.16988492e-04 -5.74110178e-04  8.00385288e-05  1.44977737e-03
  9.82952365e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.1716153   0.28222201  0.30740828  0.14211262  0.30235902 -0.21278533
  0.02953939  0.53619702  0.3631836 ]
L2 term: [ 4.65082101e-04  7.64829302e-04  8.33084769e-04  3.85129049e-04
  8.19401144e-04 -5.76654022e-04  8.00525449e-05  1.45310845e-03
  9.84237396e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17165379  0.28223619  0.30785603  0.14227995  0.30324033 -0.21371495
  0.02954554  0.53741573  0.36365061]
L2 term: [ 4.65186425e-04  7.64867711e-04  8.34298176e-04  3.85582529e-04
  8.21789504e-04 -5.79173317e-04  8.00692055e-05  1.45641118e-03
  9.85502998e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17169051  0.28224669  0.30829852  0.14244786  0.30411277 -0.21463563
  0.02955264  0.53862407  0.36411056]
L2 term: [ 4.65285941e-04  7.64896166e-04  8.35497350e-04  3.86037566e-04
  8.24153848e-04 -5.81668371e-04  8.00884620e-05  1.45968584e-03
  9.86749486e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.1717255   0.2822536   0.30873583  0.14261632  0.30497645 -0.21554747
  0.02956069  0.53982217  0.36456358]
L2 term: [ 4.65380748e-04  7.64914916e-04  8.36682473e-04  3.86494085e-04
  8.26494447e-04 -5.84139484e-04  8.01102662e-05  1.46293270e-03
  9.87977169e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17175878  0.28225703  0.30916803  0.14278529  0.30583147 -0.21645059
  0.02956966  0.54101011  0.36500976]
L2 term: [ 4.65470946e-04  7.64924206e-04  8.37853728e-04  3.86952010e-04
  8.28811571e-04 -5.86586954e-04  8.01345704e-05  1.46615205e-03
  9.89186352e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.1717904   0.28225706  0.30959517  0.14295476  0.30667792 -0.21734509
  0.02957953  0.54218799  0.36544924]
L2 term: [ 4.65556627e-04  7.64924276e-04  8.39011291e-04  3.87411269e-04
  8.31105483e-04 -5.89011074e-04  8.01613273e-05  1.46934416e-03
  9.90377332e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17182038  0.28225377  0.31001732  0.14312469  0.30751591 -0.21823108
  0.02959029  0.54335593  0.3658821 ]
L2 term: [ 4.65637886e-04  7.64915360e-04  8.40155338e-04  3.87871790e-04
  8.33376445e-04 -5.91412131e-04  8.01904901e-05  1.47250929e-03
  9.91550401e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17184877  0.28224725  0.31043455  0.14329506  0.30834552 -0.21910866
  0.02960192  0.54451401  0.36630846]
L2 term: [ 4.65714815e-04  7.64897685e-04  8.41286041e-04  3.88333503e-04
  8.35624714e-04 -5.93790409e-04  8.02220125e-05  1.47564771e-03
  9.92705846e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17187559  0.28223757  0.31084692  0.14346585  0.30916685 -0.21997794
  0.02961441  0.54566233  0.36672842]
L2 term: [ 4.65787501e-04  7.64871475e-04  8.42403570e-04  3.88796339e-04
  8.37850544e-04 -5.96146187e-04  8.02558486e-05  1.47875969e-03
  9.93843950e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17190088  0.28222483  0.31125449  0.14363703  0.30998    -0.22083902
  0.02962773  0.54680098  0.36714208]
L2 term: [ 4.65856034e-04  7.64836948e-04  8.43508091e-04  3.89260231e-04
  8.40054187e-04 -5.98479738e-04  8.02919530e-05  1.48184548e-03
  9.94964989e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17192466  0.2822091   0.31165732  0.14380857  0.31078504 -0.221692
  0.02964187  0.54793007  0.36754955]
L2 term: [ 4.65920498e-04  7.64794318e-04  8.44599771e-04  3.89725114e-04
  8.42235889e-04 -6.00791334e-04  8.03302808e-05  1.48490533e-03
  9.96069234e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17194698  0.28219046  0.31205547  0.14398045  0.31158209 -0.22253698
  0.02965682  0.54904967  0.36795092]
L2 term: [ 4.65980978e-04  7.64743794e-04  8.45678771e-04  3.90190922e-04
  8.44395896e-04 -6.03081240e-04  8.03707875e-05  1.48793949e-03
  9.97156953e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17196786  0.28216898  0.312449    0.14415265  0.31237121 -0.22337405
  0.02967256  0.55015989  0.36834628]
L2 term: [ 4.66037557e-04  7.64685578e-04  8.46745251e-04  3.90657594e-04
  8.46534447e-04 -6.05349718e-04  8.04134293e-05  1.49094822e-03
  9.98228407e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17198733  0.28214473  0.31283797  0.14432515  0.31315251 -0.2242033
  0.02968906  0.55126081  0.36873574]
L2 term: [ 4.66090314e-04  7.64619872e-04  8.47799369e-04  3.91125067e-04
  8.48651780e-04 -6.07597026e-04  8.04581626e-05  1.49393175e-03
  9.99283854e-04]
lambda_param: 1
m: 369
theta[1:]: [ 0.17200541  0.28211779  0.31322243  0.14449792  0.31392606 -0.22502484
  0.02970632  0.55235253  0.36911939]
L2 term: [ 4.66139330e-04  7.64546869e-04  8.48841281e-04  3.91593281e-04
  8.50748131e-04 -6.09823416e-04  8.05049445e-05  1.49689032e-03
  1.00032355e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17202215  0.28208823  0.31360245  0.14467094  0.31469196 -0.22583875
  0.02972433  0.55343512  0.36949731]
L2 term: [ 4.66184682e-04  7.64466761e-04  8.49871139e-04  3.92062177e-04
  8.52823731e-04 -6.12029140e-04  8.05537326e-05  1.49982418e-03
  1.00134773e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17203756  0.28205612  0.31397808  0.1448442   0.31545028 -0.22664513
  0.02974305  0.55450868  0.36986961]
L2 term: [ 4.66226446e-04  7.64379733e-04  8.50889094e-04  3.92531697e-04
  8.54878809e-04 -6.14214443e-04  8.06044849e-05  1.50273355e-03
  1.00235665e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17205167  0.28202152  0.31434936  0.14501766  0.31620111 -0.22744406
  0.02976249  0.55557329  0.37023635]
L2 term: [ 4.66264696e-04  7.64285969e-04  8.51895296e-04  3.93001786e-04
  8.56913590e-04 -6.16379566e-04  8.06571600e-05  1.50561867e-03
  1.00335055e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17206452  0.2819845   0.31471637  0.14519131  0.31694454 -0.22823563
  0.02978262  0.55662903  0.37059765]
L2 term: [ 4.66299506e-04  7.64185646e-04  8.52889891e-04  3.93472388e-04
  8.58928297e-04 -6.18524749e-04  8.07117170e-05  1.50847976e-03
  1.00432966e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17207612  0.28194513  0.31507915  0.14536513  0.31768064 -0.22901993
  0.02980343  0.55767599  0.37095357]
L2 term: [ 4.66330948e-04  7.64078940e-04  8.53873023e-04  3.93943448e-04
  8.60923150e-04 -6.20650226e-04  8.07681153e-05  1.51131705e-03
  1.00529422e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1720865   0.28190346  0.31543774  0.1455391   0.3184095  -0.22979705
  0.02982491  0.55871425  0.3713042 ]
L2 term: [ 4.66359092e-04  7.63966020e-04  8.54844835e-04  3.94414916e-04
  8.62898367e-04 -6.22756229e-04  8.08263150e-05  1.51413077e-03
  1.00624444e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1720957   0.28185956  0.31579222  0.14571321  0.31913119 -0.23056706
  0.02984704  0.55974389  0.37164963]
L2 term: [ 4.66384007e-04  7.63847053e-04  8.55805469e-04  3.94886738e-04
  8.64854161e-04 -6.24842984e-04  8.08862768e-05  1.51692112e-03
  1.00718056e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17210373  0.28181349  0.31614262  0.14588742  0.31984578 -0.23133005
  0.0298698   0.56076499  0.37198993]
L2 term: [ 4.66405761e-04  7.63722203e-04  8.56755061e-04  3.95358865e-04
  8.66790744e-04 -6.26910716e-04  8.09479617e-05  1.51968833e-03
  1.00810280e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17211061  0.28176531  0.31648899  0.14606173  0.32055337 -0.23208611
  0.02989318  0.56177763  0.37232519]
L2 term: [ 4.66424420e-04  7.63591630e-04  8.57693750e-04  3.95831248e-04
  8.68708325e-04 -6.28959647e-04  8.10113312e-05  1.52243261e-03
  1.00901136e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17211638  0.28171508  0.3168314   0.14623612  0.32125402 -0.23283531
  0.02991717  0.56278189  0.37265548]
L2 term: [ 4.66440049e-04  7.63455490e-04  8.58621670e-04  3.96303839e-04
  8.70607111e-04 -6.30989992e-04  8.10763475e-05  1.52515417e-03
  1.00990646e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17212105  0.28166284  0.31716987  0.14641056  0.32194782 -0.23357773
  0.02994176  0.56377784  0.37298088]
L2 term: [ 4.66452714e-04  7.63313935e-04  8.59538954e-04  3.96776592e-04
  8.72487304e-04 -6.33001967e-04  8.11429731e-05  1.52785323e-03
  1.01078831e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17212465  0.28160867  0.31750448  0.14658505  0.32263482 -0.23431344
  0.02996692  0.56476556  0.37330147]
L2 term: [ 4.66462475e-04  7.63167114e-04  8.60445733e-04  3.97249459e-04
  8.74349107e-04 -6.34995783e-04  8.12111711e-05  1.53052998e-03
  1.01165711e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17212721  0.2815526   0.31783525  0.14675956  0.32331511 -0.23504254
  0.02999265  0.56574513  0.37361732]
L2 term: [ 4.66469396e-04  7.63015175e-04  8.61342136e-04  3.97722398e-04
  8.76192717e-04 -6.36971648e-04  8.12809050e-05  1.53318463e-03
  1.01251307e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17212873  0.2814947   0.31816224  0.14693409  0.32398876 -0.23576508
  0.03001894  0.56671661  0.3739285 ]
L2 term: [ 4.66473536e-04  7.62858261e-04  8.62228292e-04  3.98195364e-04
  8.78018332e-04 -6.38929766e-04  8.13521389e-05  1.53581737e-03
  1.01335637e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17212926  0.28143501  0.3184855   0.14710861  0.32465585 -0.23648115
  0.03004576  0.56768009  0.37423509]
L2 term: [ 4.66474955e-04  7.62696510e-04  8.63104325e-04  3.98668314e-04
  8.79826144e-04 -6.40870339e-04  8.14248374e-05  1.53842842e-03
  1.01418723e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1721288   0.28137359  0.31880506  0.14728311  0.32531643 -0.23719083
  0.03007312  0.56863563  0.37453715]
L2 term: [ 4.66473711e-04  7.62530061e-04  8.63970360e-04  3.99141209e-04
  8.81616344e-04 -6.42793565e-04  8.14989655e-05  1.54101797e-03
  1.01500583e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17212738  0.28131049  0.31912099  0.14745757  0.32597059 -0.23789417
  0.03010099  0.56958331  0.37483476]
L2 term: [ 4.66469862e-04  7.62359047e-04  8.64826520e-04  3.99614006e-04
  8.83389123e-04 -6.44699642e-04  8.15744887e-05  1.54358620e-03
  1.01581235e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17212502  0.28124575  0.31943331  0.14763198  0.32661838 -0.23859125
  0.03012936  0.57052319  0.37512797]
L2 term: [ 4.66463464e-04  7.62183599e-04  8.65672925e-04  4.00086667e-04
  8.85144666e-04 -6.46588761e-04  8.16513731e-05  1.54613331e-03
  1.01660698e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17212174  0.28117942  0.31974208  0.14780633  0.32725988 -0.23928215
  0.03015822  0.57145535  0.37541687]
L2 term: [ 4.66454571e-04  7.62003846e-04  8.66509695e-04  4.00559153e-04
  8.86883157e-04 -6.48461113e-04  8.17295851e-05  1.54865950e-03
  1.01738990e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17211755  0.28111155  0.32004733  0.1479806   0.32789516 -0.23996693
  0.03018755  0.57237986  0.37570152]
L2 term: [ 4.66443238e-04  7.61819913e-04  8.67336946e-04  4.01031427e-04
  8.88604779e-04 -6.50316886e-04  8.18090917e-05  1.55116494e-03
  1.01816130e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17211249  0.28104218  0.32034912  0.14815477  0.32852428 -0.24064566
  0.03021736  0.57329679  0.37598197]
L2 term: [ 4.66429518e-04  7.61631923e-04  8.68154796e-04  4.01503451e-04
  8.90309711e-04 -6.52156263e-04  8.18898604e-05  1.55364983e-03
  1.01892134e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17210657  0.28097136  0.32064748  0.14832885  0.32914731 -0.24131841
  0.03024762  0.57420619  0.3762583 ]
L2 term: [ 4.66413464e-04  7.61439996e-04  8.68963359e-04  4.01975191e-04
  8.91998131e-04 -6.53979428e-04  8.19718590e-05  1.55611434e-03
  1.01967020e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1720998   0.28089913  0.32094245  0.1485028   0.32976431 -0.24198524
  0.03027832  0.57510814  0.37653057]
L2 term: [ 4.66395126e-04  7.61244249e-04  8.69762747e-04  4.02446612e-04
  8.93670215e-04 -6.55786560e-04  8.20550560e-05  1.55855866e-03
  1.02040805e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17209221  0.28082553  0.32123408  0.14867662  0.33037534 -0.24264622
  0.03030945  0.57600271  0.37679884]
L2 term: [ 4.66374555e-04  7.61044799e-04  8.70553072e-04  4.02917680e-04
  8.95326135e-04 -6.57577834e-04  8.21394202e-05  1.56098296e-03
  1.02113506e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17208381  0.28075061  0.32152241  0.14885031  0.33098048 -0.24330141
  0.030341    0.57688996  0.37706316]
L2 term: [ 4.66351800e-04  7.60841757e-04  8.71334444e-04  4.03388361e-04
  8.96966063e-04 -6.59353427e-04  8.22249209e-05  1.56338743e-03
  1.02185139e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17207463  0.2806744   0.32180747  0.14902383  0.33157977 -0.24395088
  0.03037295  0.57776995  0.37732361]
L2 term: [ 4.66326911e-04  7.60635233e-04  8.72106972e-04  4.03858623e-04
  8.98590168e-04 -6.61113509e-04  8.23115279e-05  1.56577223e-03
  1.02255721e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17206468  0.28059695  0.32208931  0.14919719  0.33217329 -0.24459469
  0.03040531  0.57864275  0.37758023]
L2 term: [ 4.66299934e-04  7.60425336e-04  8.72870762e-04  4.04328436e-04
  9.00198618e-04 -6.62858251e-04  8.23992114e-05  1.56813754e-03
  1.02325266e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17205397  0.28051829  0.32236796  0.14937038  0.33276109 -0.24523291
  0.03043805  0.57950843  0.37783309]
L2 term: [ 4.66270917e-04  7.60212171e-04  8.73625921e-04  4.04797769e-04
  9.01791576e-04 -6.64587819e-04  8.24879420e-05  1.57048354e-03
  1.02393792e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17204252  0.28043847  0.32264347  0.14954337  0.33334324 -0.24586558
  0.03047117  0.58036703  0.37808224]
L2 term: [ 4.66239905e-04  7.59995841e-04  8.74372552e-04  4.05266591e-04
  9.03369207e-04 -6.66302377e-04  8.25776908e-05  1.57281039e-03
  1.02461313e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17203036  0.28035751  0.32291587  0.14971617  0.33391979 -0.24649277
  0.03050465  0.58121864  0.37832774]
L2 term: [ 4.66206944e-04  7.59776448e-04  8.75110760e-04  4.05734874e-04
  9.04931671e-04 -6.68002089e-04  8.26684295e-05  1.57511825e-03
  1.02527844e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1720175   0.28027546  0.3231852   0.14988876  0.3344908  -0.24711455
  0.03053849  0.5820633   0.37856965]
L2 term: [ 4.66172077e-04  7.59554089e-04  8.75840644e-04  4.06202590e-04
  9.06479127e-04 -6.69687114e-04  8.27601300e-05  1.57740730e-03
  1.02593400e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17200394  0.28019235  0.32345149  0.15006112  0.33505633 -0.24773096
  0.03057267  0.58290107  0.37880801]
L2 term: [ 4.66135350e-04  7.59328862e-04  8.76562306e-04  4.06669711e-04
  9.08011734e-04 -6.71357611e-04  8.28527646e-05  1.57967770e-03
  1.02657997e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17198972  0.28010822  0.32371479  0.15023326  0.33561644 -0.24834207
  0.03060719  0.58373203  0.37904288]
L2 term: [ 4.66096804e-04  7.59100862e-04  8.77275845e-04  4.07136211e-04
  9.09529646e-04 -6.73013735e-04  8.29463063e-05  1.58192961e-03
  1.02721648e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17197484  0.2800231   0.32397512  0.15040516  0.33617118 -0.24894793
  0.03064203  0.58455622  0.37927432]
L2 term: [ 4.66056481e-04  7.58870181e-04  8.77981358e-04  4.07602063e-04
  9.11033017e-04 -6.74655640e-04  8.30407284e-05  1.58416319e-03
  1.02784367e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17195932  0.27993702  0.32423253  0.15057681  0.33672062 -0.2495486
  0.03067719  0.5853737   0.37950237]
L2 term: [ 4.66014424e-04  7.58636909e-04  8.78678941e-04  4.08067242e-04
  9.12522000e-04 -6.76283476e-04  8.31360044e-05  1.58637859e-03
  1.02846170e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17194318  0.27985002  0.32448705  0.15074821  0.3372648  -0.25014414
  0.03071265  0.58618454  0.37972708]
L2 term: [ 4.65970672e-04  7.58401137e-04  8.79368691e-04  4.08531724e-04
  9.13996743e-04 -6.77897395e-04  8.32321086e-05  1.58857599e-03
  1.02907068e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17192642  0.27976213  0.32473871  0.15091933  0.33780378 -0.25073459
  0.03074841  0.58698879  0.37994851]
L2 term: [ 4.65925265e-04  7.58162949e-04  8.80050700e-04  4.08995484e-04
  9.15457395e-04 -6.79497542e-04  8.33290153e-05  1.59075552e-03
  1.02967076e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17190907  0.27967338  0.32498755  0.15109019  0.33833761 -0.25132002
  0.03078445  0.5877865   0.38016671]
L2 term: [ 4.65878242e-04  7.57922432e-04  8.80725062e-04  4.09458499e-04
  9.16904103e-04 -6.81084064e-04  8.34266996e-05  1.59291735e-03
  1.03026208e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17189114  0.2795838   0.3252336   0.15126076  0.33886636 -0.25190047
  0.03082078  0.58857774  0.38038172]
L2 term: [ 4.65829643e-04  7.57679668e-04  8.81391867e-04  4.09920747e-04
  9.18337012e-04 -6.82657104e-04  8.35251368e-05  1.59506163e-03
  1.03084476e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17187264  0.27949342  0.3254769   0.15143103  0.33939006 -0.252476
  0.03085737  0.58936256  0.38059358]
L2 term: [ 4.65779504e-04  7.57434739e-04  8.82051208e-04  4.10382206e-04
  9.19756264e-04 -6.84216803e-04  8.36243025e-05  1.59718850e-03
  1.03141893e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17185358  0.27940227  0.32571747  0.15160101  0.33990878 -0.25304666
  0.03089422  0.59014101  0.38080236]
L2 term: [ 4.65727863e-04  7.57187725e-04  8.82703171e-04  4.10842853e-04
  9.21162002e-04 -6.85763301e-04  8.37241729e-05  1.59929812e-03
  1.03198471e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17183399  0.27931038  0.32595536  0.15177068  0.34042256 -0.2536125
  0.03093132  0.59091314  0.38100809]
L2 term: [ 4.65674757e-04  7.56938702e-04  8.83347847e-04  4.11302669e-04
  9.22554364e-04 -6.87296736e-04  8.38247245e-05  1.60139063e-03
  1.03254224e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17181386  0.27921778  0.32619058  0.15194004  0.34093146 -0.25417356
  0.03096867  0.59167902  0.38121082]
L2 term: [ 4.65620221e-04  7.56687748e-04  8.83985321e-04  4.11761633e-04
  9.23933490e-04 -6.88817243e-04  8.39259342e-05  1.60346619e-03
  1.03309164e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17179322  0.27912449  0.32642319  0.15210908  0.34143552 -0.25472991
  0.03100625  0.5924387   0.38141059]
L2 term: [ 4.65564290e-04  7.56434937e-04  8.84615679e-04  4.12219725e-04
  9.25299515e-04 -6.90324957e-04  8.40277792e-05  1.60552492e-03
  1.03363302e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17177208  0.27903055  0.32665319  0.15227779  0.3419348  -0.25528158
  0.03104406  0.59319222  0.38160744]
L2 term: [ 4.65506999e-04  7.56180341e-04  8.85239007e-04  4.12676926e-04
  9.26652575e-04 -6.91820010e-04  8.41302371e-05  1.60756699e-03
  1.03416651e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17175045  0.27893597  0.32688064  0.15244616  0.34242934 -0.25582863
  0.03108208  0.59393964  0.38180143]
L2 term: [ 4.65448382e-04  7.55924033e-04  8.85855387e-04  4.13133218e-04
  9.27992804e-04 -6.93302533e-04  8.42332861e-05  1.60959252e-03
  1.03469222e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17172835  0.27884078  0.32710555  0.15261419  0.3429192  -0.25637111
  0.03112032  0.59468102  0.38199259]
L2 term: [ 4.65388472e-04  7.55666082e-04  8.86464902e-04  4.13588583e-04
  9.29320332e-04 -6.94772654e-04  8.43369044e-05  1.61160167e-03
  1.03521027e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17170577  0.27874502  0.32732796  0.15278187  0.34340442 -0.25690905
  0.03115876  0.59541639  0.38218097]
L2 term: [ 4.65327303e-04  7.55406557e-04  8.87067635e-04  4.14043003e-04
  9.30635291e-04 -6.96230500e-04  8.44410707e-05  1.61359456e-03
  1.03572078e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17168275  0.2786487   0.32754789  0.15294919  0.34388505 -0.25744252
  0.03119739  0.59614582  0.3823666 ]
L2 term: [ 4.65264906e-04  7.55145523e-04  8.87663665e-04  4.14496462e-04
  9.31937810e-04 -6.97676198e-04  8.45457643e-05  1.61557134e-03
  1.03622384e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17165928  0.27855184  0.32776538  0.15311616  0.34436114 -0.25797154
  0.03123621  0.59686936  0.38254953]
L2 term: [ 4.65201313e-04  7.54883048e-04  8.88253071e-04  4.14948942e-04
  9.33228016e-04 -6.99109871e-04  8.46509645e-05  1.61753213e-03
  1.03671958e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17163539  0.27845448  0.32798046  0.15328276  0.34483273 -0.25849618
  0.0312752   0.59758705  0.38272979]
L2 term: [ 4.65136555e-04  7.54619194e-04  8.88835933e-04  4.15400428e-04
  9.34506034e-04 -7.00531642e-04  8.47566511e-05  1.61947709e-03
  1.03720811e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17161107  0.27835663  0.32819315  0.15344898  0.34529986 -0.25901646
  0.03131437  0.59829894  0.38290743]
L2 term: [ 4.65070662e-04  7.54354023e-04  8.89412327e-04  4.15850904e-04
  9.35771990e-04 -7.01941631e-04  8.48628042e-05  1.62140633e-03
  1.03768952e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17158635  0.27825832  0.32840348  0.15361483  0.3457626  -0.25953244
  0.03135371  0.59900508  0.38308249]
L2 term: [ 4.65003665e-04  7.54087599e-04  8.89982331e-04  4.16300355e-04
  9.37026007e-04 -7.03339957e-04  8.49694045e-05  1.62331999e-03
  1.03816392e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17156123  0.27815957  0.32861148  0.1537803   0.34622097 -0.26004417
  0.0313932   0.59970552  0.383255  ]
L2 term: [ 4.64935594e-04  7.53819979e-04  8.90546019e-04  4.16748768e-04
  9.38268206e-04 -7.04726738e-04  8.50764326e-05  1.62521821e-03
  1.03863142e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17153573  0.2780604   0.32881718  0.15394537  0.34667502 -0.26055167
  0.03143285  0.60040031  0.38342499]
L2 term: [ 4.64866476e-04  7.53551224e-04  8.91103466e-04  4.17196127e-04
  9.39498707e-04 -7.06102091e-04  8.51838697e-05  1.62710111e-03
  1.03909212e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17150985  0.27796083  0.3290206   0.15411005  0.34712481 -0.261055
  0.03147264  0.60108949  0.38359252]
L2 term: [ 4.64796341e-04  7.53281389e-04  8.91654746e-04  4.17642419e-04
  9.40717631e-04 -7.07466129e-04  8.52916973e-05  1.62896882e-03
  1.03954612e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1714836   0.27786089  0.32922177  0.15427434  0.34757036 -0.2615542
  0.03151256  0.60177312  0.38375761]
L2 term: [ 4.64725216e-04  7.53010532e-04  8.92199932e-04  4.18087631e-04
  9.41925094e-04 -7.08818967e-04  8.53998972e-05  1.63082146e-03
  1.03999352e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.171457    0.27776058  0.32942073  0.15443822  0.34801173 -0.2620493
  0.03155262  0.60245123  0.3839203 ]
L2 term: [ 4.64653130e-04  7.52738706e-04  8.92739095e-04  4.18531750e-04
  9.43121213e-04 -7.10160716e-04  8.55084516e-05  1.63265916e-03
  1.04043441e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17143006  0.27765994  0.32961748  0.15460169  0.34844895 -0.26254036
  0.0315928   0.60312388  0.38408062]
L2 term: [ 4.64580108e-04  7.52465966e-04  8.93272306e-04  4.18974763e-04
  9.44306103e-04 -7.11491486e-04  8.56173428e-05  1.63448206e-03
  1.04086890e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17140278  0.27755898  0.32981207  0.15476475  0.34888207 -0.2630274
  0.0316331   0.60379111  0.38423862]
L2 term: [ 4.64506177e-04  7.52192364e-04  8.93799635e-04  4.19416659e-04
  9.45479877e-04 -7.12811387e-04  8.57265536e-05  1.63629026e-03
  1.04129706e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17137517  0.27745772  0.33000451  0.15492739  0.34931114 -0.26351047
  0.03167351  0.60445296  0.38439431]
L2 term: [ 4.64431364e-04  7.51917951e-04  8.94321152e-04  4.19857426e-04
  9.46642649e-04 -7.14120526e-04  8.58360670e-05  1.63808390e-03
  1.04171901e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17134725  0.27735618  0.33019482  0.15508961  0.34973618 -0.26398961
  0.03171402  0.60510948  0.38454775]
L2 term: [ 4.64355694e-04  7.51642777e-04  8.94836924e-04  4.20297053e-04
  9.47794529e-04 -7.15419010e-04  8.59458665e-05  1.63986308e-03
  1.04213482e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17131902  0.27725438  0.33038305  0.15525141  0.35015725 -0.26446486
  0.03175464  0.60576071  0.38469895]
L2 term: [ 4.64279192e-04  7.51366891e-04  8.95347018e-04  4.20735529e-04
  9.48935627e-04 -7.16706943e-04  8.60559356e-05  1.64162795e-03
  1.04254459e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17129049  0.27715234  0.3305692   0.15541278  0.35057437 -0.26493625
  0.03179535  0.6064067   0.38484796]
L2 term: [ 4.64201882e-04  7.51090342e-04  8.95851502e-04  4.21172844e-04
  9.50066053e-04 -7.17984430e-04  8.61662584e-05  1.64337860e-03
  1.04294841e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17126168  0.27705006  0.33075331  0.15557372  0.3509876  -0.26540383
  0.03183615  0.6070475   0.38499481]
L2 term: [ 4.64123790e-04  7.50813176e-04  8.96350441e-04  4.21608986e-04
  9.51185913e-04 -7.19251573e-04  8.62768190e-05  1.64511516e-03
  1.04334636e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17123258  0.27694758  0.3309354   0.15573422  0.35139697 -0.26586763
  0.03187703  0.60768313  0.38513952]
L2 term: [ 4.64044938e-04  7.50535439e-04  8.96843900e-04  4.22043948e-04
  9.52295314e-04 -7.20508473e-04  8.63876020e-05  1.64683775e-03
  1.04373853e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17120321  0.2768449   0.33111549  0.15589428  0.35180252 -0.26632768
  0.03191798  0.60831365  0.38528213]
L2 term: [ 4.63965350e-04  7.50257175e-04  8.97331943e-04  4.22477719e-04
  9.53394361e-04 -7.21755230e-04  8.64985922e-05  1.64854648e-03
  1.04412501e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17117358  0.27674204  0.3312936   0.1560539   0.35220429 -0.26678403
  0.03195901  0.6089391   0.38542267]
L2 term: [ 4.63885049e-04  7.49978429e-04  8.97814633e-04  4.22910290e-04
  9.54483159e-04 -7.22991943e-04  8.66097747e-05  1.65024147e-03
  1.04450588e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1711437   0.27663902  0.33146976  0.15621307  0.35260231 -0.2672367
  0.0320001   0.60955952  0.38556117]
L2 term: [ 4.63804058e-04  7.49699243e-04  8.98292033e-04  4.23341652e-04
  9.55561810e-04 -7.24218709e-04  8.67211348e-05  1.65192283e-03
  1.04488121e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17111356  0.27653585  0.33164399  0.15637179  0.35299662 -0.26768575
  0.03204125  0.61017495  0.38569765]
L2 term: [ 4.63722398e-04  7.49419659e-04  8.98764204e-04  4.23771798e-04
  9.56630415e-04 -7.25435626e-04  8.68326582e-05  1.65359066e-03
  1.04525110e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17108319  0.27643256  0.33181632  0.15653007  0.35338727 -0.26813119
  0.03208246  0.61078544  0.38583216]
L2 term: [ 4.63640091e-04  7.49139717e-04  8.99231207e-04  4.24200718e-04
  9.57689076e-04 -7.26642787e-04  8.69443308e-05  1.65524509e-03
  1.04561561e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17105259  0.27632914  0.33198676  0.15668788  0.35377428 -0.26857307
  0.03212372  0.61139102  0.38596471]
L2 term: [ 4.63557160e-04  7.48859459e-04  8.99693103e-04  4.24628406e-04
  9.58737892e-04 -7.27840288e-04  8.70561388e-05  1.65688622e-03
  1.04597484e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17102177  0.27622562  0.33215533  0.15684524  0.3541577  -0.26901141
  0.03216502  0.61199173  0.38609534]
L2 term: [ 4.63473624e-04  7.48578923e-04  9.00149951e-04  4.25054853e-04
  9.59776962e-04 -7.29028221e-04  8.71680685e-05  1.65851417e-03
  1.04632885e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17099073  0.27612202  0.33232207  0.15700214  0.35453756 -0.26944626
  0.03220636  0.61258761  0.38622408]
L2 term: [ 4.63389504e-04  7.48298146e-04  9.00601810e-04  4.25480053e-04
  9.60806382e-04 -7.30206679e-04  8.72801068e-05  1.66012903e-03
  1.04667772e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17095948  0.27601833  0.33248698  0.15715858  0.35491389 -0.26987765
  0.03224774  0.61317871  0.38635094]
L2 term: [ 4.63304821e-04  7.48017167e-04  9.01048737e-04  4.25903999e-04
  9.61826250e-04 -7.31375751e-04  8.73922404e-05  1.66173092e-03
  1.04702153e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17092803  0.27591459  0.3326501   0.15731455  0.35528673 -0.27030561
  0.03228914  0.61376506  0.38647597]
L2 term: [ 4.63219594e-04  7.47736022e-04  9.01490790e-04  4.26326683e-04
  9.62836659e-04 -7.32535528e-04  8.75044566e-05  1.66331994e-03
  1.04736035e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17089639  0.2758108   0.33281144  0.15747005  0.35565611 -0.27073017
  0.03233058  0.6143467   0.38659918]
L2 term: [ 4.63133842e-04  7.47454745e-04  9.01928025e-04  4.26748100e-04
  9.63837706e-04 -7.33686099e-04  8.76167429e-05  1.66489620e-03
  1.04769425e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17086456  0.27570697  0.33297102  0.15762508  0.35602208 -0.27115137
  0.03237203  0.61492367  0.3867206 ]
L2 term: [ 4.63047586e-04  7.47173373e-04  9.02360499e-04  4.27168243e-04
  9.64829482e-04 -7.34827550e-04  8.77290868e-05  1.66645980e-03
  1.04802331e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17083255  0.27560313  0.33312887  0.15777964  0.35638466 -0.27156923
  0.0324135   0.615496    0.38684026]
L2 term: [ 4.62960844e-04  7.46891939e-04  9.02788265e-04  4.27587108e-04
  9.65812079e-04 -7.35959970e-04  8.78414764e-05  1.66801085e-03
  1.04834759e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17080037  0.27549927  0.333285    0.15793373  0.35674388 -0.27198379
  0.03245499  0.61606375  0.38695818]
L2 term: [ 4.62873633e-04  7.46610476e-04  9.03211380e-04  4.28004687e-04
  9.66785590e-04 -7.37083442e-04  8.79538998e-05  1.66954945e-03
  1.04866717e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17076802  0.27539541  0.33343943  0.15808734  0.35709979 -0.27239508
  0.03249648  0.61662693  0.3870744 ]
L2 term: [ 4.62785973e-04  7.46329017e-04  9.03629896e-04  4.28420976e-04
  9.67750104e-04 -7.38198052e-04  8.80663453e-05  1.67107570e-03
  1.04898210e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17073552  0.27529156  0.33359219  0.15824047  0.35745241 -0.27280313
  0.03253798  0.6171856   0.38718892]
L2 term: [ 4.62697881e-04  7.46047593e-04  9.04043867e-04  4.28835970e-04
  9.68705711e-04 -7.39303883e-04  8.81788015e-05  1.67258969e-03
  1.04929247e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17070286  0.27518774  0.33374328  0.15839313  0.35780177 -0.27320798
  0.03257947  0.61773978  0.38730179]
L2 term: [ 4.62609374e-04  7.45766234e-04  9.04453344e-04  4.29249663e-04
  9.69652498e-04 -7.40401019e-04  8.82912574e-05  1.67409154e-03
  1.04959834e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17067005  0.27508395  0.33389274  0.1585453   0.35814791 -0.27360964
  0.03262097  0.61828951  0.38741301]
L2 term: [ 4.62520470e-04  7.45484972e-04  9.04858381e-04  4.29662052e-04
  9.70590553e-04 -7.41489540e-04  8.84037019e-05  1.67558133e-03
  1.04989977e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17063711  0.27498022  0.33404058  0.15869699  0.35849087 -0.27400816
  0.03266245  0.61883484  0.38752263]
L2 term: [ 4.62431185e-04  7.45203836e-04  9.05259028e-04  4.30073132e-04
  9.71519962e-04 -7.42569528e-04  8.85161243e-05  1.67705917e-03
  1.05019682e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17060403  0.27487653  0.33418682  0.15884819  0.35883066 -0.27440355
  0.03270392  0.61937578  0.38763065]
L2 term: [ 4.62341536e-04  7.44922854e-04  9.05655336e-04  4.30482899e-04
  9.72440811e-04 -7.43641062e-04  8.86285141e-05  1.67852516e-03
  1.05048957e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17057082  0.27477292  0.33433147  0.15899891  0.35916732 -0.27479586
  0.03274538  0.61991239  0.3877371 ]
L2 term: [ 4.62251539e-04  7.44642054e-04  9.06047354e-04  4.30891348e-04
  9.73353184e-04 -7.44704222e-04  8.87408611e-05  1.67997938e-03
  1.05077806e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17053749  0.27466938  0.33447456  0.15914914  0.35950089 -0.2751851
  0.03278681  0.62044469  0.38784202]
L2 term: [ 4.62161210e-04  7.44361464e-04  9.06435133e-04  4.31298477e-04
  9.74257164e-04 -7.45759085e-04  8.88531551e-05  1.68142194e-03
  1.05106237e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17050404  0.27456593  0.33461611  0.15929888  0.3598314  -0.27557131
  0.03282823  0.62097273  0.3879454 ]
L2 term: [ 4.62070565e-04  7.44081110e-04  9.06818720e-04  4.31704281e-04
  9.75152836e-04 -7.46805728e-04  8.89653862e-05  1.68285292e-03
  1.05134256e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17047048  0.27446258  0.33475612  0.15944813  0.36015886 -0.27595452
  0.03286961  0.62149653  0.38804729]
L2 term: [ 4.61979618e-04  7.43801019e-04  9.07198163e-04  4.32108758e-04
  9.76040279e-04 -7.47844228e-04  8.90775448e-05  1.68427243e-03
  1.05161867e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17043681  0.27435933  0.33489463  0.15959689  0.36048332 -0.27633475
  0.03291097  0.62201612  0.3881477 ]
L2 term: [ 4.61888386e-04  7.43521216e-04  9.07573511e-04  4.32511903e-04
  9.76919576e-04 -7.48874660e-04  8.91896215e-05  1.68568055e-03
  1.05189079e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17040305  0.2742562   0.33503164  0.15974516  0.36080481 -0.27671203
  0.03295229  0.62253156  0.38824665]
L2 term: [ 4.61796882e-04  7.43241726e-04  9.07944811e-04  4.32913715e-04
  9.77790806e-04 -7.49897099e-04  8.93016068e-05  1.68707738e-03
  1.05215895e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17036919  0.27415319  0.33516717  0.15989294  0.36112334 -0.27708639
  0.03299358  0.62304285  0.38834417]
L2 term: [ 4.61705121e-04  7.42962572e-04  9.08312108e-04  4.33314191e-04
  9.78654048e-04 -7.50911618e-04  8.94134918e-05  1.68846301e-03
  1.05242322e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17033524  0.27405031  0.33530124  0.16004022  0.36143896 -0.27745785
  0.03303482  0.62355005  0.38844027]
L2 term: [ 4.61613117e-04  7.42683779e-04  9.08675448e-04  4.33713328e-04
  9.79509381e-04 -7.51918291e-04  8.95252675e-05  1.68983753e-03
  1.05268365e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17030121  0.27394758  0.33543387  0.160187    0.36175169 -0.27782644
  0.03307603  0.62405318  0.38853497]
L2 term: [ 4.61520885e-04  7.42405369e-04  9.09034877e-04  4.34111123e-04
  9.80356883e-04 -7.52917189e-04  8.96369252e-05  1.69120102e-03
  1.05294031e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17026709  0.273845    0.33556507  0.1603333   0.36206156 -0.27819219
  0.03311718  0.62455227  0.38862831]
L2 term: [ 4.61428437e-04  7.42127365e-04  9.09390439e-04  4.34507575e-04
  9.81196629e-04 -7.53908383e-04  8.97484564e-05  1.69255359e-03
  1.05319324e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17023291  0.27374257  0.33569486  0.16047909  0.36236859 -0.27855513
  0.03315829  0.62504737  0.38872028]
L2 term: [ 4.61335788e-04  7.41849789e-04  9.09742179e-04  4.34902681e-04
  9.82028697e-04 -7.54891945e-04  8.98598528e-05  1.69389530e-03
  1.05344250e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17019865  0.27364031  0.33582326  0.16062439  0.36267282 -0.27891527
  0.03319934  0.62553849  0.38881092]
L2 term: [ 4.61242950e-04  7.41572662e-04  9.10090140e-04  4.35296440e-04
  9.82853161e-04 -7.55867945e-04  8.99711063e-05  1.69522626e-03
  1.05368814e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17016433  0.27353823  0.33595028  0.16076919  0.36297426 -0.27927265
  0.03324034  0.62602568  0.38890025]
L2 term: [ 4.61149936e-04  7.41296004e-04  9.10434366e-04  4.35688850e-04
  9.83670095e-04 -7.56836449e-04  9.00822087e-05  1.69654655e-03
  1.05393021e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17012994  0.27343632  0.33607594  0.16091349  0.36327296 -0.27962729
  0.03328127  0.62650895  0.38898828]
L2 term: [ 4.61056759e-04  7.41019837e-04  9.10774898e-04  4.36079910e-04
  9.84479573e-04 -7.57797529e-04  9.01931523e-05  1.69785624e-03
  1.05416877e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17009551  0.2733346   0.33620025  0.16105729  0.36356894 -0.27997921
  0.03332215  0.62698836  0.38907503]
L2 term: [ 4.60963431e-04  7.40744179e-04  9.11111779e-04  4.36469618e-04
  9.85281668e-04 -7.58751249e-04  9.03039296e-05  1.69915544e-03
  1.05440386e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17006102  0.27323308  0.33632322  0.16120059  0.36386221 -0.28032844
  0.03336296  0.62746392  0.38916051]
L2 term: [ 4.60869965e-04  7.40469051e-04  9.11445050e-04  4.36857972e-04
  9.86076451e-04 -7.59697678e-04  9.04145329e-05  1.70044422e-03
  1.05463554e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.17002648  0.27313176  0.33644488  0.16134339  0.36415281 -0.28067501
  0.03340371  0.62793567  0.38924476]
L2 term: [ 4.60776373e-04  7.40194469e-04  9.11774752e-04  4.37244973e-04
  9.86863994e-04 -7.60636882e-04  9.05249551e-05  1.70172267e-03
  1.05486386e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1699919   0.27303065  0.33656524  0.1614857   0.36444077 -0.28101893
  0.03344438  0.62840363  0.38932779]
L2 term: [ 4.60682665e-04  7.39920454e-04  9.12100926e-04  4.37630618e-04
  9.87644368e-04 -7.61568924e-04  9.06351889e-05  1.70299087e-03
  1.05508886e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16995729  0.27292975  0.33668431  0.1616275   0.36472611 -0.28136024
  0.03348499  0.62886784  0.38940961]
L2 term: [ 4.60588854e-04  7.39647022e-04  9.12423613e-04  4.38014908e-04
  9.88417641e-04 -7.62493871e-04  9.07452274e-05  1.70424890e-03
  1.05531059e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16992264  0.27282908  0.33680211  0.1617688   0.36500885 -0.28169895
  0.03352552  0.62932833  0.38949024]
L2 term: [ 4.60494950e-04  7.39374191e-04  9.12742850e-04  4.38397841e-04
  9.89183884e-04 -7.63411786e-04  9.08550638e-05  1.70549684e-03
  1.05552910e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16988796  0.27272863  0.33691865  0.16190961  0.36528903 -0.28203509
  0.03356597  0.62978513  0.38956969]
L2 term: [ 4.60400966e-04  7.39101978e-04  9.13058679e-04  4.38779417e-04
  9.89943164e-04 -7.64322733e-04  9.09646914e-05  1.70673477e-03
  1.05574443e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16985325  0.27262842  0.33703395  0.16204991  0.36556666 -0.28236868
  0.03360634  0.63023827  0.389648  ]
L2 term: [ 4.60306911e-04  7.38830398e-04  9.13371136e-04  4.39159636e-04
  9.90695549e-04 -7.65226773e-04  9.10741037e-05  1.70796278e-03
  1.05595664e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16981852  0.27252844  0.33714802  0.16218971  0.36584177 -0.28269974
  0.03364664  0.63068777  0.38972516]
L2 term: [ 4.60212796e-04  7.38559468e-04  9.13680260e-04  4.39538498e-04
  9.91441105e-04 -7.66123968e-04  9.11832944e-05  1.70918094e-03
  1.05616576e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16978378  0.27242872  0.33726087  0.162329    0.36611438 -0.28302831
  0.03368684  0.63113366  0.38980121]
L2 term: [ 4.60118632e-04  7.38289203e-04  9.13986090e-04  4.39916002e-04
  9.92179900e-04 -7.67014380e-04  9.12922572e-05  1.71038933e-03
  1.05637184e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16974901  0.27232924  0.33737252  0.1624678   0.36638453 -0.28335439
  0.03372696  0.63157599  0.38987615]
L2 term: [ 4.60024428e-04  7.38019619e-04  9.14288661e-04  4.40292149e-04
  9.92911997e-04 -7.67898070e-04  9.14009861e-05  1.71158804e-03
  1.05657492e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16971424  0.27223002  0.33748298  0.1626061   0.36665222 -0.28367801
  0.033767    0.63201476  0.38995   ]
L2 term: [ 4.59930195e-04  7.37750729e-04  9.14588012e-04  4.40666938e-04
  9.93637463e-04 -7.68775096e-04  9.15094751e-05  1.71277712e-03
  1.05677506e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16967946  0.27213106  0.33759226  0.1627439   0.3669175  -0.2839992
  0.03380694  0.63245001  0.39002277]
L2 term: [ 4.59835943e-04  7.37482548e-04  9.14884177e-04  4.41040370e-04
  9.94356361e-04 -7.69645519e-04  9.16177186e-05  1.71395667e-03
  1.05697228e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16964468  0.27203237  0.33770038  0.16288119  0.36718037 -0.28431797
  0.03384679  0.63288177  0.39009449]
L2 term: [ 4.59741680e-04  7.37215090e-04  9.15177194e-04  4.41412445e-04
  9.95068755e-04 -7.70509397e-04  9.17257108e-05  1.71512676e-03
  1.05716663e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1696099   0.27193395  0.33780736  0.16301799  0.36744087 -0.28463434
  0.03388654  0.63331007  0.39016516]
L2 term: [ 4.59647417e-04  7.36948369e-04  9.15467097e-04  4.41783164e-04
  9.95774707e-04 -7.71366788e-04  9.18334462e-05  1.71628746e-03
  1.05735816e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16957512  0.2718358   0.3379132   0.16315428  0.36769901 -0.28494835
  0.0339262   0.63373494  0.39023481]
L2 term: [ 4.59553162e-04  7.36682396e-04  9.15753922e-04  4.42152528e-04
  9.96474280e-04 -7.72217750e-04  9.19409196e-05  1.71743886e-03
  1.05754690e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16954034  0.27173794  0.33801791  0.16329008  0.36795482 -0.28526
  0.03396576  0.63415639  0.39030344]
L2 term: [ 4.59458925e-04  7.36417185e-04  9.16037703e-04  4.42520536e-04
  9.97167535e-04 -7.73062338e-04  9.20481256e-05  1.71858101e-03
  1.05773290e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16950558  0.27164036  0.33812152  0.16342537  0.36820832 -0.28556933
  0.03400522  0.63457447  0.39037107]
L2 term: [ 4.59364715e-04  7.36152748e-04  9.16318475e-04  4.42887191e-04
  9.97854532e-04 -7.73900610e-04  9.21550592e-05  1.71971400e-03
  1.05791618e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16947083  0.27154308  0.33822402  0.16356017  0.36845954 -0.28587634
  0.03404457  0.63498919  0.39043772]
L2 term: [ 4.59270539e-04  7.35889097e-04  9.16596270e-04  4.43252492e-04
  9.98535333e-04 -7.74732621e-04  9.22617153e-05  1.72083790e-03
  1.05809680e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16943609  0.27144608  0.33832544  0.16369447  0.36870849 -0.28618106
  0.03408382  0.63540058  0.3905034 ]
L2 term: [ 4.59176407e-04  7.35626244e-04  9.16871123e-04  4.43616441e-04
  9.99209996e-04 -7.75558426e-04  9.23680892e-05  1.72195278e-03
  1.05827479e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16940138  0.27134939  0.33842579  0.16382827  0.3689552  -0.28648351
  0.03412297  0.63580867  0.39056812]
L2 term: [ 4.59082327e-04  7.35364199e-04  9.17143067e-04  4.43979039e-04
  9.99878581e-04 -7.76378079e-04  9.24741762e-05  1.72305872e-03
  1.05845019e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16936668  0.271253    0.33852508  0.16396157  0.36919968 -0.28678371
  0.03416201  0.63621348  0.3906319 ]
L2 term: [ 4.58988306e-04  7.35102974e-04  9.17412133e-04  4.44340287e-04
  1.00054115e-03 -7.77191635e-04  9.25799716e-05  1.72415578e-03
  1.05862304e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16933202  0.27115691  0.33862331  0.16409437  0.36944197 -0.28708168
  0.03420094  0.63661505  0.39069475]
L2 term: [ 4.58894353e-04  7.34842578e-04  9.17678355e-04  4.44700187e-04
  1.00119775e-03 -7.77999146e-04  9.26854710e-05  1.72524403e-03
  1.05879336e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16929738  0.27106114  0.33872051  0.16422667  0.36968208 -0.28737745
  0.03423976  0.63701339  0.39075669]
L2 term: [ 4.58800476e-04  7.34583023e-04  9.17941764e-04  4.45058740e-04
  1.00184845e-03 -7.78800666e-04  9.27906699e-05  1.72632355e-03
  1.05896121e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16926277  0.27096567  0.33881668  0.16435848  0.36992003 -0.28767102
  0.03427846  0.63740853  0.39081772]
L2 term: [ 4.58706681e-04  7.34324318e-04  9.18202391e-04  4.45415946e-04
  1.00249330e-03 -7.79596247e-04  9.28955642e-05  1.72739440e-03
  1.05912661e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16922819  0.27087053  0.33891184  0.1644898   0.37015584 -0.28796241
  0.03431706  0.6378005   0.39087786]
L2 term: [ 4.58612977e-04  7.34066472e-04  9.18460268e-04  4.45771809e-04
  1.00313235e-03 -7.80385940e-04  9.30001498e-05  1.72845665e-03
  1.05928960e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16919365  0.2707757   0.33900599  0.16462062  0.37038953 -0.28825165
  0.03435553  0.63818933  0.39093713]
L2 term: [ 4.58519371e-04  7.33809495e-04  9.18715425e-04  4.46126329e-04
  1.00376567e-03 -7.81169796e-04  9.31044226e-05  1.72951037e-03
  1.05945021e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16915915  0.2706812   0.33909915  0.16475094  0.37062113 -0.28853876
  0.03439389  0.63857503  0.39099553]
L2 term: [ 4.58425870e-04  7.33553395e-04  9.18967893e-04  4.46479508e-04
  1.00439331e-03 -7.81947867e-04  9.32083787e-05  1.73055563e-03
  1.05960848e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16912469  0.27058703  0.33919133  0.16488077  0.37085065 -0.28882375
  0.03443213  0.63895763  0.39105308]
L2 term: [ 4.58332481e-04  7.33298182e-04  9.19217701e-04  4.46831349e-04
  1.00501532e-03 -7.82720202e-04  9.33120144e-05  1.73159249e-03
  1.05976445e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16909027  0.27049319  0.33928254  0.1650101   0.37107812 -0.28910665
  0.03447026  0.63933716  0.39110979]
L2 term: [ 4.58239211e-04  7.33043863e-04  9.19464879e-04  4.47181852e-04
  1.00563175e-03 -7.83486851e-04  9.34153259e-05  1.73262103e-03
  1.05991814e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1690559   0.27039967  0.33937279  0.16513895  0.37130354 -0.28938746
  0.03450826  0.63971364  0.39116568]
L2 term: [ 4.58146066e-04  7.32790447e-04  9.19709457e-04  4.47531021e-04
  1.00624267e-03 -7.84247863e-04  9.35183097e-05  1.73364130e-03
  1.06006958e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16902158  0.2703065   0.33946209  0.1652673   0.37152695 -0.28966621
  0.03454614  0.6400871   0.39122074]
L2 term: [ 4.58053052e-04  7.32537941e-04  9.19951462e-04  4.47878856e-04
  1.00684811e-03 -7.85003287e-04  9.36209622e-05  1.73465338e-03
  1.06021882e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16898731  0.27021366  0.33955045  0.16539516  0.37174836 -0.28994292
  0.03458389  0.64045755  0.39127501]
L2 term: [ 4.57960177e-04  7.32286353e-04  9.20190925e-04  4.48225360e-04
  1.00744814e-03 -7.85753171e-04  9.37232802e-05  1.73565732e-03
  1.06036587e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16895309  0.27012117  0.33963788  0.16552253  0.3719678  -0.2902176
  0.03462152  0.64082503  0.39132848]
L2 term: [ 4.57867447e-04  7.32035690e-04  9.20427872e-04  4.48570536e-04
  1.00804281e-03 -7.86497562e-04  9.38252603e-05  1.73665319e-03
  1.06051078e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16891893  0.27002902  0.3397244   0.16564941  0.37218527 -0.29049027
  0.03465903  0.64118955  0.39138117]
L2 term: [ 4.57774867e-04  7.31785959e-04  9.20662333e-04  4.48914385e-04
  1.00863216e-03 -7.87236508e-04  9.39268994e-05  1.73764106e-03
  1.06065358e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16888482  0.26993721  0.33981001  0.1657758   0.37240079 -0.29076095
  0.0346964   0.64155114  0.39143309]
L2 term: [ 4.57682443e-04  7.31537166e-04  9.20894333e-04  4.49256909e-04
  1.00921625e-03 -7.87970055e-04  9.40281944e-05  1.73862098e-03
  1.06079429e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16885078  0.26984576  0.33989472  0.1659017   0.3726144  -0.29102965
  0.03473365  0.64190983  0.39148425]
L2 term: [ 4.57590182e-04  7.31289319e-04  9.21123902e-04  4.49598112e-04
  1.00979512e-03 -7.88698250e-04  9.41291424e-05  1.73959303e-03
  1.06093294e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16881679  0.26975465  0.33997854  0.16602712  0.3728261  -0.2912964
  0.03477077  0.64226563  0.39153467]
L2 term: [ 4.57498089e-04  7.31042423e-04  9.21351065e-04  4.49937995e-04
  1.01036883e-03 -7.89421138e-04  9.42297403e-05  1.74055725e-03
  1.06106956e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16878288  0.2696639   0.34006149  0.16615205  0.37303591 -0.2915612
  0.03480776  0.64261856  0.39158435]
L2 term: [ 4.57406169e-04  7.30796484e-04  9.21575849e-04  4.50276562e-04
  1.01093743e-03 -7.90138765e-04  9.43299855e-05  1.74151373e-03
  1.06120419e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16874902  0.26957351  0.34014357  0.1662765   0.37324385 -0.29182408
  0.03484462  0.64296866  0.3916333 ]
L2 term: [ 4.57314429e-04  7.30551508e-04  9.21798280e-04  4.50613814e-04
  1.01150096e-03 -7.90851175e-04  9.44298751e-05  1.74246250e-03
  1.06133685e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16871524  0.26948347  0.34022478  0.16640046  0.37344995 -0.29208505
  0.03488135  0.64331595  0.39168153]
L2 term: [ 4.57222873e-04  7.30307500e-04  9.22018385e-04  4.50949754e-04
  1.01205947e-03 -7.91558413e-04  9.45294067e-05  1.74340365e-03
  1.06146757e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16868153  0.26939379  0.34030515  0.16652394  0.3736542  -0.29234413
  0.03491795  0.64366043  0.39172906]
L2 term: [ 4.57131506e-04  7.30064466e-04  9.22236189e-04  4.51284385e-04
  1.01261301e-03 -7.92260524e-04  9.46285777e-05  1.74433722e-03
  1.06159638e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16864788  0.26930447  0.34038468  0.16664693  0.37385664 -0.29260134
  0.03495441  0.64400215  0.3917759 ]
L2 term: [ 4.57040333e-04  7.29822410e-04  9.22451717e-04  4.51617709e-04
  1.01316163e-03 -7.92957549e-04  9.47273855e-05  1.74526327e-03
  1.06172330e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16861431  0.26921551  0.34046338  0.16676945  0.37405728 -0.29285668
  0.03499073  0.64434111  0.39182205]
L2 term: [ 4.56949360e-04  7.29581338e-04  9.22664995e-04  4.51949730e-04
  1.01370537e-03 -7.93649533e-04  9.48258280e-05  1.74618187e-03
  1.06184837e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16858082  0.26912692  0.34054126  0.16689149  0.37425614 -0.29311018
  0.03502692  0.64467735  0.39186752]
L2 term: [ 4.56858592e-04  7.29341254e-04  9.22876047e-04  4.52280450e-04
  1.01424428e-03 -7.94336518e-04  9.49239027e-05  1.74709308e-03
  1.06197160e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1685474   0.2690387   0.34061833  0.16701304  0.37445323 -0.29336184
  0.03506297  0.64501087  0.39191233]
L2 term: [ 4.56768032e-04  7.29102162e-04  9.23084897e-04  4.52609872e-04
  1.01477841e-03 -7.95018546e-04  9.50216075e-05  1.74799694e-03
  1.06209303e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16851407  0.26895084  0.34069459  0.16713412  0.37464857 -0.2936117
  0.03509889  0.64534171  0.39195648]
L2 term: [ 4.56677686e-04  7.28864067e-04  9.23291570e-04  4.52937999e-04
  1.01530779e-03 -7.95695660e-04  9.51189404e-05  1.74889353e-03
  1.06221267e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16848081  0.26886335  0.34077006  0.16725472  0.37484219 -0.29385976
  0.03513467  0.64566989  0.39199998]
L2 term: [ 4.56587557e-04  7.28626972e-04  9.23496090e-04  4.53264835e-04
  1.01583248e-03 -7.96367901e-04  9.52158991e-05  1.74978289e-03
  1.06233057e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16844763  0.26877624  0.34084474  0.16737485  0.37503408 -0.29410603
  0.03517031  0.64599542  0.39204285]
L2 term: [ 4.56497651e-04  7.28390882e-04  9.23698480e-04  4.53590381e-04
  1.01635252e-03 -7.97035309e-04  9.53124818e-05  1.75066509e-03
  1.06244674e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16841454  0.26868949  0.34091864  0.1674945   0.37522427 -0.29435053
  0.03520581  0.64631832  0.39208508]
L2 term: [ 4.56407972e-04  7.28155799e-04  9.23898764e-04  4.53914640e-04
  1.01686795e-03 -7.97697925e-04  9.54086867e-05  1.75154017e-03
  1.06256120e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16838154  0.26860312  0.34099178  0.16761368  0.37541278 -0.29459329
  0.03524116  0.64663863  0.3921267 ]
L2 term: [ 4.56318523e-04  7.27921727e-04  9.24096965e-04  4.54237618e-04
  1.01737882e-03 -7.98355790e-04  9.55045118e-05  1.75240820e-03
  1.06267399e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16834862  0.26851712  0.34106416  0.16773239  0.37559962 -0.2948343
  0.03527638  0.64695635  0.39216771]
L2 term: [ 4.56229309e-04  7.27688670e-04  9.24293105e-04  4.54559315e-04
  1.01788516e-03 -7.99008944e-04  9.55999555e-05  1.75326924e-03
  1.06278512e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16831578  0.2684315   0.34113578  0.16785062  0.37578481 -0.29507359
  0.03531146  0.64727151  0.39220811]
L2 term: [ 4.56140334e-04  7.27456631e-04  9.24487207e-04  4.54879736e-04
  1.01838703e-03 -7.99657425e-04  9.56950160e-05  1.75412332e-03
  1.06289461e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16828304  0.26834625  0.34120666  0.16796839  0.37596836 -0.29531117
  0.0353464   0.64758412  0.39224792]
L2 term: [ 4.56051601e-04  7.27225611e-04  9.24679294e-04  4.55198883e-04
  1.01888446e-03 -8.00301273e-04  9.57896919e-05  1.75497052e-03
  1.06300250e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16825039  0.26826138  0.3412768   0.16808568  0.3761503  -0.29554705
  0.03538119  0.64789422  0.39228715]
L2 term: [ 4.55963115e-04  7.26995614e-04  9.24869387e-04  4.55516761e-04
  1.01937749e-03 -8.00940527e-04  9.58839815e-05  1.75581089e-03
  1.06310881e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16821783  0.26817689  0.34134622  0.16820251  0.37633062 -0.29578126
  0.03541584  0.64820181  0.3923258 ]
L2 term: [ 4.55874878e-04  7.26766643e-04  9.25057508e-04  4.55833371e-04
  1.01986618e-03 -8.01575225e-04  9.59778835e-05  1.75664447e-03
  1.06321355e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16818536  0.26809278  0.34141492  0.16831888  0.37650935 -0.29601379
  0.03545035  0.64850692  0.39236388]
L2 term: [ 4.55786894e-04  7.26538700e-04  9.25243678e-04  4.56148718e-04
  1.02035054e-03 -8.02205405e-04  9.60713963e-05  1.75747132e-03
  1.06331676e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16815299  0.26800905  0.3414829   0.16843478  0.37668651 -0.29624468
  0.03548471  0.64880956  0.39240141]
L2 term: [ 4.55699168e-04  7.26311786e-04  9.25427919e-04  4.56462805e-04
  1.02083064e-03 -8.02831104e-04  9.61645188e-05  1.75829150e-03
  1.06341845e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16812072  0.2679257   0.34155018  0.16855021  0.3768621  -0.29647392
  0.03551893  0.64910977  0.39243838]
L2 term: [ 4.55611702e-04  7.26085904e-04  9.25610253e-04  4.56775636e-04
  1.02130651e-03 -8.03452360e-04  9.62572497e-05  1.75910506e-03
  1.06351864e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16808854  0.26784273  0.34161677  0.16866518  0.37703615 -0.29670154
  0.035553    0.64940754  0.3924748 ]
L2 term: [ 4.55524499e-04  7.25861056e-04  9.25790698e-04  4.57087213e-04
  1.02177818e-03 -8.04069209e-04  9.63495876e-05  1.75991204e-03
  1.06361736e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16805646  0.26776014  0.34168266  0.16877969  0.37720866 -0.29692754
  0.03558693  0.64970291  0.3925107 ]
L2 term: [ 4.55437562e-04  7.25637243e-04  9.25969277e-04  4.57397540e-04
  1.02224570e-03 -8.04681688e-04  9.64415316e-05  1.76071250e-03
  1.06371462e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16802448  0.26767794  0.34174788  0.16889374  0.37737966 -0.29715195
  0.03562071  0.6499959   0.39254606]
L2 term: [ 4.55350896e-04  7.25414468e-04  9.26146009e-04  4.57706621e-04
  1.02270910e-03 -8.05289834e-04  9.65330805e-05  1.76150650e-03
  1.06381046e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1679926   0.26759612  0.34181242  0.16900734  0.37754915 -0.29737477
  0.03565434  0.65028651  0.3925809 ]
L2 term: [ 4.55264501e-04  7.25192730e-04  9.26320915e-04  4.58014460e-04
  1.02316843e-03 -8.05893682e-04  9.66242334e-05  1.76229407e-03
  1.06390488e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16796082  0.26751468  0.34187629  0.16912047  0.37771715 -0.29759602
  0.03568783  0.65057478  0.39261523]
L2 term: [ 4.55178383e-04  7.24972033e-04  9.26494013e-04  4.58321059e-04
  1.02362371e-03 -8.06493267e-04  9.67149892e-05  1.76307528e-03
  1.06399791e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16792915  0.26743363  0.3419395   0.16923315  0.37788368 -0.2978157
  0.03572117  0.65086071  0.39264905]
L2 term: [ 4.55092543e-04  7.24752375e-04  9.26665325e-04  4.58626422e-04
  1.02407500e-03 -8.07088625e-04  9.68053472e-05  1.76385017e-03
  1.06408957e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16789758  0.26735296  0.34200207  0.16934537  0.37804874 -0.29803384
  0.03575437  0.65114433  0.39268237]
L2 term: [ 4.55006983e-04  7.24533760e-04  9.26834868e-04  4.58930554e-04
  1.02452233e-03 -8.07679790e-04  9.68953063e-05  1.76461879e-03
  1.06417988e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16786611  0.26727267  0.34206398  0.16945715  0.37821235 -0.29825045
  0.03578742  0.65142566  0.39271521]
L2 term: [ 4.54921708e-04  7.24316187e-04  9.27002663e-04  4.59233457e-04
  1.02496573e-03 -8.08266798e-04  9.69848659e-05  1.76538120e-03
  1.06426885e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16783475  0.26719277  0.34212526  0.16956847  0.37837453 -0.29846553
  0.03582032  0.65170471  0.39274755]
L2 term: [ 4.54836719e-04  7.24099657e-04  9.27168728e-04  4.59535136e-04
  1.02540524e-03 -8.08849681e-04  9.70740253e-05  1.76613743e-03
  1.06435652e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16780349  0.26711326  0.34218591  0.16967933  0.37853529 -0.29867911
  0.03585307  0.6519815   0.39277942]
L2 term: [ 4.54752019e-04  7.23884172e-04  9.27333082e-04  4.59835593e-04
  1.02584089e-03 -8.09428474e-04  9.71627836e-05  1.76688754e-03
  1.06444289e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16777235  0.26703413  0.34224593  0.16978975  0.37869464 -0.29889118
  0.03588567  0.65225605  0.39281082]
L2 term: [ 4.54667609e-04  7.23669730e-04  9.27495743e-04  4.60134833e-04
  1.02627273e-03 -8.10003211e-04  9.72511405e-05  1.76763157e-03
  1.06452798e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16774131  0.26695539  0.34230533  0.16989973  0.37885259 -0.29910178
  0.03591813  0.65252838  0.39284176]
L2 term: [ 4.54583494e-04  7.23456333e-04  9.27656730e-04  4.60432860e-04
  1.02670078e-03 -8.10573925e-04  9.73390951e-05  1.76836958e-03
  1.06461182e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16771038  0.26687703  0.34236413  0.17000925  0.37900916 -0.2993109
  0.03595043  0.65279849  0.39287224]
L2 term: [ 4.54499674e-04  7.23243981e-04  9.27816060e-04  4.60729677e-04
  1.02712509e-03 -8.11140647e-04  9.74266471e-05  1.76910161e-03
  1.06469442e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16767956  0.26679906  0.34242231  0.17011833  0.37916436 -0.29951856
  0.03598259  0.65306642  0.39290227]
L2 term: [ 4.54416152e-04  7.23032674e-04  9.27973752e-04  4.61025287e-04
  1.02754569e-03 -8.11703413e-04  9.75137960e-05  1.76982770e-03
  1.06477579e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16764885  0.26672147  0.3424799   0.17022697  0.3793182  -0.29972477
  0.0360146   0.65333218  0.39293185]
L2 term: [ 4.54332930e-04  7.22822411e-04  9.28129823e-04  4.61319696e-04
  1.02796260e-03 -8.12262252e-04  9.76005412e-05  1.77054791e-03
  1.06485597e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16761825  0.26664427  0.3425369   0.17033516  0.3794707  -0.29992955
  0.03604646  0.65359578  0.392961  ]
L2 term: [ 4.54250011e-04  7.22613193e-04  9.28284290e-04  4.61612906e-04
  1.02837588e-03 -8.12817198e-04  9.76868826e-05  1.77126228e-03
  1.06493495e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16758777  0.26656745  0.34259332  0.17044292  0.37962187 -0.3001329
  0.03607817  0.65385724  0.39298971]
L2 term: [ 4.54167395e-04  7.22405020e-04  9.28437171e-04  4.61904921e-04
  1.02878554e-03 -8.13368282e-04  9.77728197e-05  1.77197085e-03
  1.06501277e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.1675574   0.26649102  0.34264915  0.17055023  0.37977171 -0.30033483
  0.03610973  0.65411659  0.393018  ]
L2 term: [ 4.54085086e-04  7.22197891e-04  9.28588483e-04  4.62195746e-04
  1.02919163e-03 -8.13915535e-04  9.78583522e-05  1.77267368e-03
  1.06508944e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16752714  0.26641498  0.34270441  0.17065711  0.37992025 -0.30053537
  0.03614114  0.65437382  0.39304587]
L2 term: [ 4.54003084e-04  7.21991806e-04  9.28738242e-04  4.62485384e-04
  1.02959417e-03 -8.14458989e-04  9.79434799e-05  1.77337079e-03
  1.06516497e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16749699  0.26633932  0.34275911  0.17076355  0.38006749 -0.30073451
  0.03617241  0.65462897  0.39307333]
L2 term: [ 4.53921392e-04  7.21786764e-04  9.28886466e-04  4.62773838e-04
  1.02999321e-03 -8.14998674e-04  9.80282026e-05  1.77406225e-03
  1.06523938e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16746696  0.26626404  0.34281324  0.17086955  0.38021345 -0.30093227
  0.03620352  0.65488205  0.39310038]
L2 term: [ 4.53840011e-04  7.21582764e-04  9.29033170e-04  4.63061114e-04
  1.03038876e-03 -8.15534620e-04  9.81125202e-05  1.77474810e-03
  1.06531269e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16743705  0.26618915  0.34286682  0.17097512  0.38035814 -0.30112867
  0.03623448  0.65513307  0.39312703]
L2 term: [ 4.53758944e-04  7.21379806e-04  9.29178372e-04  4.63347214e-04
  1.03078087e-03 -8.16066859e-04  9.81964326e-05  1.77542837e-03
  1.06538491e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16740725  0.26611464  0.34291985  0.17108026  0.38050157 -0.30132371
  0.0362653   0.65538205  0.39315329]
L2 term: [ 4.53678191e-04  7.21177889e-04  9.29322086e-04  4.63632143e-04
  1.03116957e-03 -8.16595420e-04  9.82799396e-05  1.77610311e-03
  1.06545606e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16737757  0.26604052  0.34297234  0.17118497  0.38064375 -0.3015174
  0.03629596  0.655629    0.39317915]
L2 term: [ 4.53597754e-04  7.20977012e-04  9.29464330e-04  4.63915905e-04
  1.03155488e-03 -8.17120332e-04  9.83630413e-05  1.77677237e-03
  1.06552615e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16734801  0.26596678  0.34302429  0.17128925  0.38078469 -0.30170976
  0.03632648  0.65587395  0.39320463]
L2 term: [ 4.53517634e-04  7.20777174e-04  9.29605118e-04  4.64198503e-04
  1.03193684e-03 -8.17641626e-04  9.84457376e-05  1.77743618e-03
  1.06559520e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16731856  0.26589342  0.34307571  0.1713931   0.38092441 -0.30190079
  0.03635684  0.65611691  0.39322973]
L2 term: [ 4.53437834e-04  7.20578373e-04  9.29744466e-04  4.64479942e-04
  1.03231548e-03 -8.18159330e-04  9.85280287e-05  1.77809460e-03
  1.06566323e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16728923  0.26582044  0.3431266   0.17149652  0.38106291 -0.30209051
  0.03638706  0.65635788  0.39325446]
L2 term: [ 4.53358354e-04  7.20380609e-04  9.29882390e-04  4.64760225e-04
  1.03269082e-03 -8.18673472e-04  9.86099145e-05  1.77874766e-03
  1.06573024e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16726002  0.26574785  0.34317698  0.17159952  0.38120021 -0.30227893
  0.03641712  0.6565969   0.39327882]
L2 term: [ 4.53279195e-04  7.20183881e-04  9.30018905e-04  4.65039357e-04
  1.03306291e-03 -8.19184083e-04  9.86913953e-05  1.77939540e-03
  1.06579626e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16723093  0.26567564  0.34322684  0.1717021   0.38133632 -0.30246605
  0.03644704  0.65683397  0.39330282]
L2 term: [ 4.53200359e-04  7.19988186e-04  9.30154025e-04  4.65317341e-04
  1.03343177e-03 -8.19691189e-04  9.87724712e-05  1.78003786e-03
  1.06586130e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16720196  0.26560381  0.34327619  0.17180425  0.38147125 -0.30265189
  0.03647681  0.65706911  0.39332646]
L2 term: [ 4.53121847e-04  7.19793524e-04  9.30287766e-04  4.65594182e-04
  1.03379743e-03 -8.20194819e-04  9.88531424e-05  1.78067510e-03
  1.06592537e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16717311  0.26553236  0.34332503  0.17190599  0.38160501 -0.30283646
  0.03650643  0.65730234  0.39334975]
L2 term: [ 4.53043661e-04  7.19599893e-04  9.30420143e-04  4.65869883e-04
  1.03415992e-03 -8.20695002e-04  9.89334091e-05  1.78130714e-03
  1.06598848e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16714438  0.26546129  0.34337338  0.1720073   0.38173761 -0.30301976
  0.0365359   0.65753366  0.39337269]
L2 term: [ 4.52965800e-04  7.19407291e-04  9.30551169e-04  4.66144449e-04
  1.03451926e-03 -8.21191763e-04  9.90132716e-05  1.78193403e-03
  1.06605065e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16711577  0.2653906   0.34342124  0.1721082   0.38186906 -0.30320181
  0.03656522  0.65776309  0.39339529]
L2 term: [ 4.52888267e-04  7.19215717e-04  9.30680859e-04  4.66417883e-04
  1.03487550e-03 -8.21685132e-04  9.90927302e-05  1.78255581e-03
  1.06611190e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16708728  0.26532029  0.3434686   0.17220868  0.38199937 -0.30338262
  0.03659439  0.65799066  0.39341755]
L2 term: [ 4.52811062e-04  7.19025168e-04  9.30809227e-04  4.66690190e-04
  1.03522865e-03 -8.22175134e-04  9.91717853e-05  1.78317252e-03
  1.06617223e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16705891  0.26525035  0.34351549  0.17230875  0.38212855 -0.3035622
  0.03662341  0.65821637  0.39343949]
L2 term: [ 4.52734185e-04  7.18835644e-04  9.30936288e-04  4.66961373e-04
  1.03557874e-03 -8.22661797e-04  9.92504371e-05  1.78378419e-03
  1.06623167e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16703067  0.2651808   0.3435619   0.1724084   0.38225662 -0.30374056
  0.03665229  0.65844023  0.39346109]
L2 term: [ 4.52657639e-04  7.18647142e-04  9.31062055e-04  4.67231438e-04
  1.03592580e-03 -8.23145147e-04  9.93286861e-05  1.78439088e-03
  1.06629021e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16700255  0.26511161  0.34360783  0.17250764  0.38238358 -0.3039177
  0.03668101  0.65866227  0.39348237]
L2 term: [ 4.52581424e-04  7.18459660e-04  9.31186542e-04  4.67500386e-04
  1.03626987e-03 -8.23625211e-04  9.94065328e-05  1.78499261e-03
  1.06634789e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16697454  0.26504281  0.3436533   0.17260647  0.38250944 -0.30409364
  0.03670959  0.6588825   0.39350333]
L2 term: [ 4.52505540e-04  7.18273196e-04  9.31309762e-04  4.67768224e-04
  1.03661096e-03 -8.24102015e-04  9.94839776e-05  1.78558942e-03
  1.06640470e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16694667  0.26497438  0.34369831  0.1727049   0.38263422 -0.30426839
  0.03673802  0.65910092  0.39352398]
L2 term: [ 4.52429988e-04  7.18087748e-04  9.31431729e-04  4.68034955e-04
  1.03694911e-03 -8.24575584e-04  9.95610209e-05  1.78618136e-03
  1.06646066e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16691891  0.26490632  0.34374286  0.17280291  0.38275792 -0.30444195
  0.0367663   0.65931756  0.39354432]
L2 term: [ 4.52354769e-04  7.17903314e-04  9.31552457e-04  4.68300582e-04
  1.03728433e-03 -8.25045944e-04  9.96376634e-05  1.78676846e-03
  1.06651578e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16689128  0.26483864  0.34378695  0.17290053  0.38288055 -0.30461434
  0.03679443  0.65953243  0.39356436]
L2 term: [ 4.52279884e-04  7.17719891e-04  9.31671957e-04  4.68565111e-04
  1.03761667e-03 -8.25513121e-04  9.97139055e-05  1.78735076e-03
  1.06657008e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16686377  0.26477133  0.3438306   0.17299773  0.38300212 -0.30478556
  0.03682242  0.65974554  0.3935841 ]
L2 term: [ 4.52205333e-04  7.17537478e-04  9.31790243e-04  4.68828544e-04
  1.03794614e-03 -8.25977139e-04  9.97897478e-05  1.78792829e-03
  1.06662357e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16683638  0.26470439  0.3438738   0.17309454  0.38312265 -0.30495563
  0.03685026  0.65995691  0.39360354]
L2 term: [ 4.52131116e-04  7.17356073e-04  9.31907328e-04  4.69090887e-04
  1.03827277e-03 -8.26438024e-04  9.98651910e-05  1.78850110e-03
  1.06667625e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16680912  0.26463782  0.34391657  0.17319094  0.38324214 -0.30512455
  0.03687795  0.66016654  0.39362269]
L2 term: [ 4.52057235e-04  7.17175671e-04  9.32023225e-04  4.69352143e-04
  1.03859658e-03 -8.26895801e-04  9.99402356e-05  1.78906922e-03
  1.06672815e-03]
lambda_param: 1
m: 369
theta[1:]: [ 0.16678198  0.26457162  0.3439589   0.17328694  0.3833606  -0.30529233
  0.03690549  0.66037446  0.39364155]
L2 term: [ 0.00045198  0.000717    0.00093214  0.00046961  0.00103892 -0.00082735
  0.00010001  0.00178963  0.00106678]
lambda_param: 1
m: 369
theta[1:]: [ 0.16675497  0.2645058   0.3440008   0.17338255  0.38347804 -0.30545898
  0.03693289  0.66058068  0.39366013]
L2 term: [ 0.00045191  0.00071682  0.00093225  0.00046987  0.00103924 -0.0008278
  0.00010009  0.00179019  0.00106683]
lambda_param: 1
m: 369
theta[1:]: [ 0.16672808  0.26444033  0.34404228  0.17347776  0.38359447 -0.30562452
  0.03696014  0.6607852   0.39367843]
L2 term: [ 0.00045184  0.00071664  0.00093236  0.00047013  0.00103955 -0.00082825
  0.00010016  0.00179075  0.00106688]
lambda_param: 1
m: 369
theta[1:]: [ 0.16670131  0.26437524  0.34408334  0.17357257  0.3837099  -0.30578894
  0.03698725  0.66098805  0.39369645]
L2 term: [ 0.00045177  0.00071646  0.00093248  0.00047039  0.00103986 -0.0008287
  0.00010024  0.0017913   0.00106693]
lambda_param: 1
m: 369
theta[1:]: [ 0.16667467  0.26431051  0.34412398  0.173667    0.38382433 -0.30595226
  0.03701421  0.66118924  0.39371421]
L2 term: [ 0.00045169  0.00071629  0.00093259  0.00047064  0.00104017 -0.00082914
  0.00010031  0.00179184  0.00106698]
lambda_param: 1
m: 369
theta[1:]: [ 0.16664815  0.26424615  0.34416421  0.17376102  0.38393779 -0.30611448
  0.03704102  0.66138877  0.3937317 ]
L2 term: [ 0.00045162  0.00071611  0.00093269  0.0004709   0.00104048 -0.00082958
  0.00010038  0.00179238  0.00106702]
lambda_param: 1
m: 369
theta[1:]: [ 0.16662176  0.26418215  0.34420403  0.17385466  0.38405027 -0.30627562
  0.03706769  0.66158667  0.39374892]
L2 term: [ 0.00045155  0.00071594  0.0009328   0.00047115  0.00104079 -0.00083002
  0.00010045  0.00179292  0.00106707]
lambda_param: 1
m: 369
theta[1:]: [ 0.16659549  0.26411851  0.34424345  0.17394791  0.38416178 -0.30643568
  0.03709422  0.66178294  0.39376589]
L2 term: [ 0.00045148  0.00071577  0.00093291  0.0004714   0.00104109 -0.00083045
  0.00010053  0.00179345  0.00106712]
lambda_param: 1
m: 369
theta[1:]: [ 0.16656935  0.26405524  0.34428247  0.17404077  0.38427234 -0.30659467
  0.0371206   0.66197759  0.3937826 ]
L2 term: [ 0.00045141  0.0007156   0.00093301  0.00047166  0.00104139 -0.00083088
  0.0001006   0.00179398  0.00106716]
lambda_param: 1
m: 369
theta[1:]: [ 0.16654333  0.26399232  0.3443211   0.17413325  0.38438195 -0.30675261
  0.03714683  0.66217065  0.39379906]
L2 term: [ 0.00045134  0.00071543  0.00093312  0.00047191  0.00104169 -0.00083131
  0.00010067  0.0017945   0.00106721]
lambda_param: 1
m: 369
theta[1:]: [ 0.16651744  0.26392977  0.34435934  0.17422534  0.38449062 -0.30690949
  0.03717292  0.66236212  0.39381527]
L2 term: [ 0.00045127  0.00071526  0.00093322  0.00047216  0.00104198 -0.00083173
  0.00010074  0.00179502  0.00106725]
lambda_param: 1
m: 369
theta[1:]: [ 0.16649167  0.26386757  0.34439719  0.17431705  0.38459836 -0.30706533
  0.03719887  0.66255202  0.39383123]
L2 term: [ 0.0004512   0.00071509  0.00093333  0.0004724   0.00104227 -0.00083216
  0.00010081  0.00179553  0.00106729]
lambda_param: 1
m: 369
theta[1:]: [ 0.16646602  0.26380574  0.34443465  0.17440838  0.38470518 -0.30722013
  0.03722468  0.66274035  0.39384696]
L2 term: [ 0.00045113  0.00071492  0.00093343  0.00047265  0.00104256 -0.00083257
  0.00010088  0.00179604  0.00106734]
lambda_param: 1
m: 369
theta[1:]: [ 0.1664405   0.26374426  0.34447174  0.17449933  0.38481109 -0.3073739
  0.03725034  0.66292713  0.39386244]
L2 term: [ 0.00045106  0.00071475  0.00093353  0.0004729   0.00104285 -0.00083299
  0.00010095  0.00179655  0.00106738]
lambda_param: 1
m: 369
theta[1:]: [ 0.16641511  0.26368313  0.34450845  0.1745899   0.38491609 -0.30752666
  0.03727586  0.66311238  0.3938777 ]
L2 term: [ 0.00045099  0.00071459  0.00093363  0.00047314  0.00104313 -0.00083341
  0.00010102  0.00179705  0.00106742]
lambda_param: 1
m: 369
theta[1:]: [ 0.16638984  0.26362236  0.3445448   0.17468009  0.38502019 -0.3076784
  0.03730123  0.66329609  0.39389272]
L2 term: [ 0.00045092  0.00071442  0.00093373  0.00047339  0.00104342 -0.00083382
  0.00010109  0.00179755  0.00106746]
lambda_param: 1
m: 369
theta[1:]: [ 0.16636469  0.26356194  0.34458078  0.1747699   0.3851234  -0.30782914
  0.03732647  0.6634783   0.39390752]
L2 term: [ 0.00045085  0.00071426  0.00093382  0.00047363  0.00104369 -0.00083423
  0.00010116  0.00179804  0.0010675 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16633967  0.26350187  0.34461639  0.17485935  0.38522573 -0.30797888
  0.03735156  0.663659    0.39392209]
L2 term: [ 0.00045079  0.0007141   0.00093392  0.00047387  0.00104397 -0.00083463
  0.00010122  0.00179853  0.00106754]
lambda_param: 1
m: 369
theta[1:]: [ 0.16631477  0.26344216  0.34465164  0.17494842  0.38532719 -0.30812764
  0.03737652  0.6638382   0.39393644]
L2 term: [ 0.00045072  0.00071394  0.00093402  0.00047411  0.00104425 -0.00083503
  0.00010129  0.00179902  0.00106758]
lambda_param: 1
m: 369
theta[1:]: [ 0.16629     0.26338279  0.34468654  0.17503712  0.38542779 -0.30827541
  0.03740133  0.66401593  0.39395057]
L2 term: [ 0.00045065  0.00071377  0.00093411  0.00047436  0.00104452 -0.00083543
  0.00010136  0.0017995   0.00106762]
lambda_param: 1
m: 369
theta[1:]: [ 0.16626536  0.26332377  0.34472109  0.17512545  0.38552752 -0.30842221
  0.037426    0.66419219  0.39396449]
L2 term: [ 0.00045058  0.00071361  0.0009342   0.00047459  0.00104479 -0.00083583
  0.00010143  0.00179998  0.00106765]
lambda_param: 1
m: 369
theta[1:]: [ 0.16624083  0.2632651   0.34475529  0.17521341  0.38562641 -0.30856805
  0.03745053  0.664367    0.3939782 ]
L2 term: [ 0.00045052  0.00071346  0.0009343   0.00047483  0.00104506 -0.00083623
  0.00010149  0.00180045  0.00106769]
lambda_param: 1
m: 369
theta[1:]: [ 0.16621643  0.26320678  0.34478915  0.17530101  0.38572445 -0.30871293
  0.03747492  0.66454036  0.3939917 ]
L2 term: [ 0.00045045  0.0007133   0.00093439  0.00047507  0.00104532 -0.00083662
  0.00010156  0.00180092  0.00106773]
lambda_param: 1
m: 369
theta[1:]: [ 0.16619216  0.2631488   0.34482266  0.17538824  0.38582166 -0.30885685
  0.03749918  0.66471229  0.394005  ]
L2 term: [ 0.00045039  0.00071314  0.00093448  0.00047531  0.00104559 -0.00083701
  0.00010162  0.00180139  0.00106776]
lambda_param: 1
m: 369
theta[1:]: [ 0.16616801  0.26309116  0.34485584  0.1754751   0.38591804 -0.30899984
  0.03752329  0.66488279  0.39401809]
L2 term: [ 0.00045032  0.00071298  0.00093457  0.00047554  0.00104585 -0.0008374
  0.00010169  0.00180185  0.0010678 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16614398  0.26303386  0.34488868  0.17556161  0.3860136  -0.30914188
  0.03754727  0.66505188  0.39403098]
L2 term: [ 0.00045025  0.00071283  0.00093466  0.00047578  0.00104611 -0.00083778
  0.00010175  0.00180231  0.00106783]
lambda_param: 1
m: 369
theta[1:]: [ 0.16612008  0.26297691  0.34492119  0.17564775  0.38610835 -0.309283
  0.03757111  0.66521957  0.39404368]
L2 term: [ 0.00045019  0.00071267  0.00093475  0.00047601  0.00104636 -0.00083817
  0.00010182  0.00180276  0.00106787]
lambda_param: 1
m: 369
theta[1:]: [ 0.1660963   0.26292029  0.34495338  0.17573354  0.38620229 -0.3094232
  0.03759481  0.66538588  0.39405619]
L2 term: [ 0.00045013  0.00071252  0.00093483  0.00047624  0.00104662 -0.00083855
  0.00010188  0.00180321  0.0010679 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16607264  0.26286402  0.34498524  0.17581897  0.38629544 -0.30956248
  0.03761837  0.6655508   0.3940685 ]
L2 term: [ 0.00045006  0.00071237  0.00093492  0.00047647  0.00104687 -0.00083892
  0.00010195  0.00180366  0.00106794]
lambda_param: 1
m: 369
theta[1:]: [ 0.16604911  0.26280808  0.34501678  0.17590404  0.3863878  -0.30970085
  0.0376418   0.66571435  0.39408063]
L2 term: [ 0.00045     0.00071222  0.000935    0.0004767   0.00104712 -0.0008393
  0.00010201  0.0018041   0.00106797]
lambda_param: 1
m: 369
theta[1:]: [ 0.1660257   0.26275247  0.34504801  0.17598876  0.38647937 -0.30983832
  0.03766509  0.66587655  0.39409257]
L2 term: [ 0.00044993  0.00071207  0.00093509  0.00047693  0.00104737 -0.00083967
  0.00010207  0.00180454  0.001068  ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16600241  0.2626972   0.34507892  0.17607312  0.38657016 -0.3099749
  0.03768825  0.66603741  0.39410433]
L2 term: [ 0.00044987  0.00071192  0.00093517  0.00047716  0.00104762 -0.00084004
  0.00010214  0.00180498  0.00106803]
lambda_param: 1
m: 369
theta[1:]: [ 0.16597925  0.26264227  0.34510952  0.17615714  0.38666019 -0.31011059
  0.03771127  0.66619692  0.39411591]
L2 term: [ 0.00044981  0.00071177  0.00093526  0.00047739  0.00104786 -0.00084041
  0.0001022   0.00180541  0.00106806]
lambda_param: 1
m: 369
theta[1:]: [ 0.16595621  0.26258766  0.34513982  0.1762408   0.38674945 -0.3102454
  0.03773415  0.66635511  0.39412731]
L2 term: [ 0.00044975  0.00071162  0.00093534  0.00047762  0.0010481  -0.00084077
  0.00010226  0.00180584  0.0010681 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16593329  0.26253339  0.34516981  0.17632411  0.38683796 -0.31037934
  0.03775691  0.66651199  0.39413854]
L2 term: [ 0.00044968  0.00071147  0.00093542  0.00047784  0.00104834 -0.00084114
  0.00010232  0.00180627  0.00106813]
lambda_param: 1
m: 369
theta[1:]: [ 0.16591049  0.26247944  0.3451995   0.17640708  0.38692571 -0.31051241
  0.03777952  0.66666756  0.3941496 ]
L2 term: [ 0.00044962  0.00071133  0.0009355   0.00047807  0.00104858 -0.0008415
  0.00010238  0.00180669  0.00106816]
lambda_param: 1
m: 369
theta[1:]: [ 0.16588781  0.26242583  0.34522889  0.1764897   0.38701273 -0.31064462
  0.03780201  0.66682183  0.39416048]
L2 term: [ 0.00044956  0.00071118  0.00093558  0.00047829  0.00104881 -0.00084186
  0.00010244  0.00180711  0.00106819]
lambda_param: 1
m: 369
theta[1:]: [ 0.16586526  0.26237253  0.34525798  0.17657198  0.38709901 -0.31077597
  0.03782436  0.66697482  0.3941712 ]
L2 term: [ 0.0004495   0.00071104  0.00093566  0.00047851  0.00104905 -0.00084221
  0.00010251  0.00180752  0.00106821]
lambda_param: 1
m: 369
theta[1:]: [ 0.16584283  0.26231957  0.34528679  0.17665391  0.38718456 -0.31090648
  0.03784658  0.66712654  0.39418176]
L2 term: [ 0.00044944  0.00071089  0.00093574  0.00047874  0.00104928 -0.00084256
  0.00010257  0.00180793  0.00106824]
lambda_param: 1
m: 369
theta[1:]: [ 0.16582051  0.26226693  0.3453153   0.17673551  0.38726938 -0.31103615
  0.03786867  0.66727699  0.39419215]
L2 term: [ 0.00044938  0.00071075  0.00093581  0.00047896  0.00104951 -0.00084292
  0.00010263  0.00180834  0.00106827]
lambda_param: 1
m: 369
theta[1:]: [ 0.16579832  0.26221461  0.34534353  0.17681676  0.38735349 -0.31116498
  0.03789062  0.66742618  0.39420239]
L2 term: [ 0.00044932  0.00071061  0.00093589  0.00047918  0.00104974 -0.00084327
  0.00010268  0.00180874  0.0010683 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16577625  0.26216261  0.34537148  0.17689767  0.38743689 -0.31129298
  0.03791245  0.66757413  0.39421247]
L2 term: [ 0.00044926  0.00071047  0.00093597  0.0004794   0.00104996 -0.00084361
  0.00010274  0.00180914  0.00106833]
lambda_param: 1
m: 369
theta[1:]: [ 0.1657543   0.26211093  0.34539915  0.17697825  0.38751959 -0.31142016
  0.03793414  0.66772085  0.39422239]
L2 term: [ 0.0004492   0.00071033  0.00093604  0.00047962  0.00105019 -0.00084396
  0.0001028   0.00180954  0.00106835]
lambda_param: 1
m: 369
theta[1:]: [ 0.16573247  0.26205957  0.34542654  0.17705849  0.38760159 -0.31154653
  0.03795571  0.66786634  0.39423216]
L2 term: [ 0.00044914  0.00071019  0.00093612  0.00047983  0.00105041 -0.0008443
  0.00010286  0.00180994  0.00106838]
lambda_param: 1
m: 369
theta[1:]: [ 0.16571076  0.26200852  0.34545365  0.1771384   0.38768289 -0.31167208
  0.03797714  0.66801061  0.39424178]
L2 term: [ 0.00044908  0.00071005  0.00093619  0.00048005  0.00105063 -0.00084464
  0.00010292  0.00181033  0.00106841]
lambda_param: 1
m: 369
theta[1:]: [ 0.16568917  0.26195779  0.34548049  0.17721797  0.38776352 -0.31179683
  0.03799845  0.66815368  0.39425125]
L2 term: [ 0.00044902  0.00070991  0.00093626  0.00048027  0.00105085 -0.00084498
  0.00010298  0.00181071  0.00106843]
lambda_param: 1
m: 369
theta[1:]: [ 0.1656677   0.26190738  0.34550707  0.17729722  0.38784346 -0.31192079
  0.03801962  0.66829555  0.39426058]
L2 term: [ 0.00044896  0.00070978  0.00093633  0.00048048  0.00105107 -0.00084531
  0.00010303  0.0018111   0.00106846]
lambda_param: 1
m: 369
theta[1:]: [ 0.16564635  0.26185728  0.34553338  0.17737613  0.38792273 -0.31204395
  0.03804067  0.66843623  0.39426976]
L2 term: [ 0.00044891  0.00070964  0.0009364   0.00048069  0.00105128 -0.00084565
  0.00010309  0.00181148  0.00106848]
lambda_param: 1
m: 369
theta[1:]: [ 0.16562512  0.26180749  0.34555942  0.17745471  0.38800133 -0.31216633
  0.03806159  0.66857574  0.3942788 ]
L2 term: [ 0.00044885  0.00070951  0.00093648  0.00048091  0.00105149 -0.00084598
  0.00010315  0.00181186  0.00106851]
lambda_param: 1
m: 369
theta[1:]: [ 0.165604    0.26175801  0.34558521  0.17753297  0.38807928 -0.31228793
  0.03808239  0.66871407  0.3942877 ]
L2 term: [ 0.00044879  0.00070937  0.00093655  0.00048112  0.00105171 -0.00084631
  0.0001032   0.00181223  0.00106853]
lambda_param: 1
m: 369
theta[1:]: [ 0.16558301  0.26170884  0.34561074  0.1776109   0.38815656 -0.31240875
  0.03810306  0.66885125  0.39429646]
L2 term: [ 0.00044873  0.00070924  0.00093661  0.00048133  0.00105191 -0.00084664
  0.00010326  0.00181261  0.00106855]
lambda_param: 1
m: 369
theta[1:]: [ 0.16556213  0.26165997  0.34563601  0.17768851  0.3882332  -0.3125288
  0.0381236   0.66898727  0.39430509]
L2 term: [ 0.00044868  0.00070911  0.00093668  0.00048154  0.00105212 -0.00084696
  0.00010332  0.00181297  0.00106858]
lambda_param: 1
m: 369
theta[1:]: [ 0.16554136  0.26161141  0.34566103  0.1777658   0.38830919 -0.3126481
  0.03814402  0.66912215  0.39431358]
L2 term: [ 0.00044862  0.00070897  0.00093675  0.00048175  0.00105233 -0.00084728
  0.00010337  0.00181334  0.0010686 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16552072  0.26156316  0.3456858   0.17784276  0.38838455 -0.31276663
  0.03816431  0.6692559   0.39432195]
L2 term: [ 0.00044857  0.00070884  0.00093682  0.00048196  0.00105253 -0.00084761
  0.00010343  0.0018137   0.00106862]
lambda_param: 1
m: 369
theta[1:]: [ 0.16550019  0.26151521  0.34571032  0.1779194   0.38845927 -0.31288442
  0.03818447  0.66938852  0.39433018]
L2 term: [ 0.00044851  0.00070871  0.00093688  0.00048217  0.00105274 -0.00084793
  0.00010348  0.00181406  0.00106865]
lambda_param: 1
m: 369
theta[1:]: [ 0.16547978  0.26146756  0.34573459  0.17799572  0.38853337 -0.31300146
  0.03820452  0.66952003  0.39433829]
L2 term: [ 0.00044845  0.00070858  0.00093695  0.00048237  0.00105294 -0.00084824
  0.00010354  0.00181442  0.00106867]
lambda_param: 1
m: 369
theta[1:]: [ 0.16545949  0.26142021  0.34575863  0.17807173  0.38860685 -0.31311775
  0.03822444  0.66965044  0.39434626]
L2 term: [ 0.0004484   0.00070846  0.00093702  0.00048258  0.00105314 -0.00084856
  0.00010359  0.00181477  0.00106869]
lambda_param: 1
m: 369
theta[1:]: [ 0.16543931  0.26137316  0.34578242  0.17814742  0.3886797  -0.31323332
  0.03824423  0.66977974  0.39435412]
L2 term: [ 0.00044835  0.00070833  0.00093708  0.00048278  0.00105333 -0.00084887
  0.00010364  0.00181512  0.00106871]
lambda_param: 1
m: 369
theta[1:]: [ 0.16541924  0.2613264   0.34580598  0.1782228   0.38875195 -0.31334816
  0.03826391  0.66990796  0.39436185]
L2 term: [ 0.00044829  0.0007082   0.00093714  0.00048299  0.00105353 -0.00084918
  0.0001037   0.00181547  0.00106873]
lambda_param: 1
m: 369
theta[1:]: [ 0.16539929  0.26127994  0.3458293   0.17829786  0.3888236  -0.31346227
  0.03828346  0.67003509  0.39436947]
L2 term: [ 0.00044824  0.00070808  0.00093721  0.00048319  0.00105372 -0.00084949
  0.00010375  0.00181581  0.00106875]
lambda_param: 1
m: 369
theta[1:]: [ 0.16537946  0.26123378  0.34585238  0.17837261  0.38889464 -0.31357566
  0.03830289  0.67016115  0.39437696]
L2 term: [ 0.00044818  0.00070795  0.00093727  0.00048339  0.00105392 -0.0008498
  0.0001038   0.00181615  0.00106877]
lambda_param: 1
m: 369
theta[1:]: [ 0.16535974  0.26118791  0.34587524  0.17844705  0.38896509 -0.31368835
  0.0383222   0.67028615  0.39438434]
L2 term: [ 0.00044813  0.00070783  0.00093733  0.0004836   0.00105411 -0.0008501
  0.00010385  0.00181649  0.00106879]
lambda_param: 1
m: 369
theta[1:]: [ 0.16534013  0.26114233  0.34589787  0.17852118  0.38903495 -0.31380032
  0.03834139  0.67041009  0.3943916 ]
L2 term: [ 0.00044808  0.0007077   0.00093739  0.0004838   0.0010543  -0.00085041
  0.00010391  0.00181683  0.00106881]
lambda_param: 1
m: 369
theta[1:]: [ 0.16532064  0.26109704  0.34592027  0.17859501  0.38910423 -0.31391159
  0.03836046  0.67053298  0.39439875]
L2 term: [ 0.00044802  0.00070758  0.00093745  0.000484    0.00105448 -0.00085071
  0.00010396  0.00181716  0.00106883]
lambda_param: 1
m: 369
theta[1:]: [ 0.16530126  0.26105204  0.34594245  0.17866853  0.38917293 -0.31402217
  0.03837941  0.67065484  0.39440579]
L2 term: [ 0.00044797  0.00070746  0.00093751  0.0004842   0.00105467 -0.00085101
  0.00010401  0.00181749  0.00106885]
lambda_param: 1
m: 369
theta[1:]: [ 0.165282    0.26100733  0.34596441  0.17874174  0.38924105 -0.31413205
  0.03839824  0.67077566  0.39441272]
L2 term: [ 0.00044792  0.00070734  0.00093757  0.00048439  0.00105485 -0.00085131
  0.00010406  0.00181782  0.00106887]
lambda_param: 1
m: 369
theta[1:]: [ 0.16526284  0.26096291  0.34598615  0.17881465  0.38930861 -0.31424125
  0.03841696  0.67089546  0.39441954]
L2 term: [ 0.00044787  0.00070722  0.00093763  0.00048459  0.00105504 -0.0008516
  0.00010411  0.00181814  0.00106889]
lambda_param: 1
m: 369
theta[1:]: [ 0.1652438   0.26091877  0.34600767  0.17888725  0.3893756  -0.31434976
  0.03843555  0.67101425  0.39442625]
L2 term: [ 0.00044782  0.0007071   0.00093769  0.00048479  0.00105522 -0.0008519
  0.00010416  0.00181847  0.00106891]
lambda_param: 1
m: 369
theta[1:]: [ 0.16522487  0.26087491  0.34602898  0.17895956  0.38944203 -0.3144576
  0.03845403  0.67113203  0.39443286]
L2 term: [ 0.00044776  0.00070698  0.00093775  0.00048499  0.0010554  -0.00085219
  0.00010421  0.00181879  0.00106892]
lambda_param: 1
m: 369
theta[1:]: [ 0.16520605  0.26083133  0.34605007  0.17903156  0.38950791 -0.31456477
  0.0384724   0.67124881  0.39443937]
L2 term: [ 0.00044771  0.00070686  0.00093781  0.00048518  0.00105558 -0.00085248
  0.00010426  0.0018191   0.00106894]
lambda_param: 1
m: 369
theta[1:]: [ 0.16518735  0.26078804  0.34607095  0.17910327  0.38957324 -0.31467126
  0.03849064  0.6713646   0.39444577]
L2 term: [ 0.00044766  0.00070674  0.00093786  0.00048537  0.00105575 -0.00085277
  0.00010431  0.00181942  0.00106896]
lambda_param: 1
m: 369
theta[1:]: [ 0.16516875  0.26074502  0.34609163  0.17917468  0.38963803 -0.3147771
  0.03850877  0.6714794   0.39445207]
L2 term: [ 0.00044761  0.00070663  0.00093792  0.00048557  0.00105593 -0.00085305
  0.00010436  0.00181973  0.00106898]
lambda_param: 1
m: 369
theta[1:]: [ 0.16515027  0.26070228  0.3461121   0.1792458   0.38970228 -0.31488228
  0.03852679  0.67159323  0.39445828]
L2 term: [ 0.00044756  0.00070651  0.00093797  0.00048576  0.0010561  -0.00085334
  0.00010441  0.00182004  0.00106899]
lambda_param: 1
m: 369
theta[1:]: [ 0.16513189  0.26065982  0.34613236  0.17931662  0.38976599 -0.31498681
  0.03854469  0.67170609  0.39446438]
L2 term: [ 0.00044751  0.0007064   0.00093803  0.00048595  0.00105628 -0.00085362
  0.00010446  0.00182034  0.00106901]
lambda_param: 1
m: 369
theta[1:]: [ 0.16511362  0.26061763  0.34615242  0.17938714  0.38982917 -0.31509069
  0.03856248  0.67181799  0.39447039]
L2 term: [ 0.00044746  0.00070628  0.00093808  0.00048614  0.00105645 -0.0008539
  0.00010451  0.00182064  0.00106903]
lambda_param: 1
m: 369
theta[1:]: [ 0.16509546  0.26057572  0.34617229  0.17945738  0.38989183 -0.31519393
  0.03858015  0.67192894  0.39447631]
L2 term: [ 0.00044741  0.00070617  0.00093814  0.00048633  0.00105662 -0.00085418
  0.00010455  0.00182095  0.00106904]
lambda_param: 1
m: 369
theta[1:]: [ 0.16507742  0.26053408  0.34619195  0.17952732  0.38995397 -0.31529653
  0.03859771  0.67203894  0.39448213]
L2 term: [ 0.00044736  0.00070605  0.00093819  0.00048652  0.00105679 -0.00085446
  0.0001046   0.00182124  0.00106906]
lambda_param: 1
m: 369
theta[1:]: [ 0.16505947  0.2604927   0.34621142  0.17959698  0.39001559 -0.3153985
  0.03861516  0.67214801  0.39448786]
L2 term: [ 0.00044732  0.00070594  0.00093824  0.00048671  0.00105695 -0.00085474
  0.00010465  0.00182154  0.00106907]
lambda_param: 1
m: 369
theta[1:]: [ 0.16504164  0.2604516   0.34623069  0.17966635  0.3900767  -0.31549984
  0.0386325   0.67225614  0.39449351]
L2 term: [ 0.00044727  0.00070583  0.00093829  0.0004869   0.00105712 -0.00085501
  0.0001047   0.00182183  0.00106909]
lambda_param: 1
m: 369
theta[1:]: [ 0.16502392  0.26041077  0.34624977  0.17973543  0.3901373  -0.31560055
  0.03864972  0.67236335  0.39449906]
L2 term: [ 0.00044722  0.00070572  0.00093835  0.00048709  0.00105728 -0.00085529
  0.00010474  0.00182212  0.0010691 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.1650063   0.2603702   0.34626867  0.17980422  0.39019739 -0.31570065
  0.03866684  0.67246965  0.39450452]
L2 term: [ 0.00044717  0.00070561  0.0009384   0.00048727  0.00105745 -0.00085556
  0.00010479  0.00182241  0.00106912]
lambda_param: 1
m: 369
theta[1:]: [ 0.16498879  0.2603299   0.34628737  0.17987273  0.39025699 -0.31580013
  0.03868384  0.67257503  0.3945099 ]
L2 term: [ 0.00044712  0.0007055   0.00093845  0.00048746  0.00105761 -0.00085583
  0.00010483  0.0018227   0.00106913]
lambda_param: 1
m: 369
theta[1:]: [ 0.16497138  0.26028986  0.34630588  0.17994096  0.3903161  -0.315899
  0.03870073  0.67267951  0.39451519]
L2 term: [ 0.00044708  0.00070539  0.0009385   0.00048764  0.00105777 -0.00085609
  0.00010488  0.00182298  0.00106915]
lambda_param: 1
m: 369
theta[1:]: [ 0.16495408  0.26025008  0.34632422  0.18000891  0.39037472 -0.31599726
  0.03871752  0.6727831   0.3945204 ]
L2 term: [ 0.00044703  0.00070528  0.00093855  0.00048783  0.00105793 -0.00085636
  0.00010493  0.00182326  0.00106916]
lambda_param: 1
m: 369
theta[1:]: [ 0.16493689  0.26021056  0.34634236  0.18007658  0.39043285 -0.31609492
  0.0387342   0.6728858   0.39452553]
L2 term: [ 0.00044698  0.00070518  0.0009386   0.00048801  0.00105808 -0.00085663
  0.00010497  0.00182354  0.00106917]
lambda_param: 1
m: 369
theta[1:]: [ 0.1649198   0.26017131  0.34636033  0.18014397  0.3904905  -0.31619199
  0.03875077  0.67298762  0.39453057]
L2 term: [ 0.00044694  0.00070507  0.00093865  0.0004882   0.00105824 -0.00085689
  0.00010502  0.00182381  0.00106919]
lambda_param: 1
m: 369
theta[1:]: [ 0.16490281  0.26013231  0.34637812  0.18021108  0.39054767 -0.31628846
  0.03876723  0.67308857  0.39453554]
L2 term: [ 0.00044689  0.00070497  0.00093869  0.00048838  0.00105839 -0.00085715
  0.00010506  0.00182409  0.0010692 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16488593  0.26009357  0.34639573  0.18027791  0.39060437 -0.31638434
  0.03878358  0.67318865  0.39454042]
L2 term: [ 0.00044685  0.00070486  0.00093874  0.00048856  0.00105855 -0.00085741
  0.0001051   0.00182436  0.00106922]
lambda_param: 1
m: 369
theta[1:]: [ 0.16486915  0.26005508  0.34641317  0.18034447  0.3906606  -0.31647964
  0.03879983  0.67328787  0.39454523]
L2 term: [ 0.0004468   0.00070476  0.00093879  0.00048874  0.0010587  -0.00085767
  0.00010515  0.00182463  0.00106923]
lambda_param: 1
m: 369
theta[1:]: [ 0.16485248  0.26001685  0.34643043  0.18041075  0.39071636 -0.31657436
  0.03881597  0.67338623  0.39454997]
L2 term: [ 0.00044675  0.00070465  0.00093884  0.00048892  0.00105885 -0.00085793
  0.00010519  0.00182489  0.00106924]
lambda_param: 1
m: 369
theta[1:]: [ 0.16483591  0.25997887  0.34644752  0.18047677  0.39077167 -0.3166685
  0.03883201  0.67348375  0.39455462]
L2 term: [ 0.00044671  0.00070455  0.00093888  0.0004891   0.001059   -0.00085818
  0.00010524  0.00182516  0.00106925]
lambda_param: 1
m: 369
theta[1:]: [ 0.16481944  0.25994114  0.34646444  0.18054251  0.39082651 -0.31676207
  0.03884794  0.67358043  0.39455921]
L2 term: [ 0.00044667  0.00070445  0.00093893  0.00048928  0.00105915 -0.00085843
  0.00010528  0.00182542  0.00106927]
lambda_param: 1
m: 369
theta[1:]: [ 0.16480307  0.25990366  0.34648119  0.18060798  0.39088091 -0.31685507
  0.03886376  0.67367628  0.39456372]
L2 term: [ 0.00044662  0.00070435  0.00093897  0.00048945  0.0010593  -0.00085869
  0.00010532  0.00182568  0.00106928]
lambda_param: 1
m: 369
theta[1:]: [ 0.16478681  0.25986643  0.34649777  0.18067318  0.39093486 -0.31694751
  0.03887949  0.6737713   0.39456815]
L2 term: [ 0.00044658  0.00070425  0.00093902  0.00048963  0.00105944 -0.00085894
  0.00010536  0.00182594  0.00106929]
lambda_param: 1
m: 369
theta[1:]: [ 0.16477064  0.25982945  0.34651419  0.18073811  0.39098836 -0.31703939
  0.03889511  0.6738655   0.39457252]
L2 term: [ 0.00044653  0.00070414  0.00093906  0.00048981  0.00105959 -0.00085919
  0.00010541  0.00182619  0.0010693 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16475458  0.25979271  0.34653044  0.18080278  0.39104142 -0.31713072
  0.03891062  0.67395888  0.39457682]
L2 term: [ 0.00044649  0.00070405  0.00093911  0.00048998  0.00105973 -0.00085943
  0.00010545  0.00182645  0.00106931]
lambda_param: 1
m: 369
theta[1:]: [ 0.16473862  0.25975621  0.34654654  0.18086718  0.39109404 -0.31722149
  0.03892604  0.67405146  0.39458105]
L2 term: [ 0.00044645  0.00070395  0.00093915  0.00049015  0.00105988 -0.00085968
  0.00010549  0.0018267   0.00106933]
lambda_param: 1
m: 369
theta[1:]: [ 0.16472275  0.25971997  0.34656247  0.18093132  0.39114623 -0.31731172
  0.03894135  0.67414324  0.39458521]
L2 term: [ 0.0004464   0.00070385  0.00093919  0.00049033  0.00106002 -0.00085992
  0.00010553  0.00182695  0.00106934]
lambda_param: 1
m: 369
theta[1:]: [ 0.16470699  0.25968396  0.34657824  0.18099519  0.39119799 -0.3174014
  0.03895656  0.67423422  0.3945893 ]
L2 term: [ 0.00044636  0.00070375  0.00093924  0.0004905   0.00106016 -0.00086017
  0.00010557  0.00182719  0.00106935]
lambda_param: 1
m: 369
theta[1:]: [ 0.16469132  0.25964819  0.34659385  0.1810588   0.39124932 -0.31749054
  0.03897167  0.67432441  0.39459333]
L2 term: [ 0.00044632  0.00070365  0.00093928  0.00049067  0.0010603  -0.00086041
  0.00010561  0.00182744  0.00106936]
lambda_param: 1
m: 369
theta[1:]: [ 0.16467576  0.25961266  0.34660931  0.18112215  0.39130023 -0.31757915
  0.03898668  0.67441382  0.3945973 ]
L2 term: [ 0.00044628  0.00070356  0.00093932  0.00049085  0.00106043 -0.00086065
  0.00010565  0.00182768  0.00106937]
lambda_param: 1
m: 369
theta[1:]: [ 0.16466029  0.25957737  0.34662462  0.18118525  0.39135072 -0.31766722
  0.03900159  0.67450246  0.3946012 ]
L2 term: [ 0.00044623  0.00070346  0.00093936  0.00049102  0.00106057 -0.00086089
  0.0001057   0.00182792  0.00106938]
lambda_param: 1
m: 369
theta[1:]: [ 0.16464492  0.25954232  0.34663977  0.18124808  0.3914008  -0.31775477
  0.03901641  0.67459032  0.39460504]
L2 term: [ 0.00044619  0.00070337  0.0009394   0.00049119  0.00106071 -0.00086112
  0.00010574  0.00182816  0.00106939]
lambda_param: 1
m: 369
theta[1:]: [ 0.16462964  0.2595075   0.34665477  0.18131066  0.39145047 -0.31784179
  0.03903112  0.67467743  0.39460881]
L2 term: [ 0.00044615  0.00070327  0.00093944  0.00049136  0.00106084 -0.00086136
  0.00010578  0.00182839  0.0010694 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16461447  0.25947291  0.34666962  0.18137298  0.39149972 -0.31792829
  0.03904573  0.67476377  0.39461253]
L2 term: [ 0.00044611  0.00070318  0.00093948  0.00049153  0.00106097 -0.00086159
  0.00010581  0.00182863  0.00106941]
lambda_param: 1
m: 369
theta[1:]: [ 0.16459939  0.25943856  0.34668432  0.18143504  0.39154858 -0.31801427
  0.03906025  0.67484936  0.39461619]
L2 term: [ 0.00044607  0.00070309  0.00093952  0.00049169  0.00106111 -0.00086183
  0.00010585  0.00182886  0.00106942]
lambda_param: 1
m: 369
theta[1:]: [ 0.1645844   0.25940444  0.34669888  0.18149686  0.39159703 -0.31809974
  0.03907467  0.67493421  0.39461978]
L2 term: [ 0.00044603  0.00070299  0.00093956  0.00049186  0.00106124 -0.00086206
  0.00010589  0.00182909  0.00106943]
lambda_param: 1
m: 369
theta[1:]: [ 0.16456951  0.25937054  0.34671329  0.18155842  0.39164508 -0.3181847
  0.039089    0.67501831  0.39462332]
L2 term: [ 0.00044599  0.0007029   0.0009396   0.00049203  0.00106137 -0.00086229
  0.00010593  0.00182932  0.00106944]
lambda_param: 1
m: 369
theta[1:]: [ 0.16455472  0.25933688  0.34672756  0.18161972  0.39169274 -0.31826916
  0.03910323  0.67510169  0.39462681]
L2 term: [ 0.00044595  0.00070281  0.00093964  0.00049219  0.0010615  -0.00086252
  0.00010597  0.00182954  0.00106945]
lambda_param: 1
m: 369
theta[1:]: [ 0.16454002  0.25930344  0.34674168  0.18168078  0.39174001 -0.31835311
  0.03911736  0.67518433  0.39463023]
L2 term: [ 0.00044591  0.00070272  0.00093968  0.00049236  0.00106163 -0.00086275
  0.00010601  0.00182977  0.00106946]
lambda_param: 1
m: 369
theta[1:]: [ 0.16452541  0.25927023  0.34675566  0.18174159  0.39178689 -0.31843656
  0.0391314   0.67526625  0.3946336 ]
L2 term: [ 0.00044587  0.00070263  0.00093972  0.00049252  0.00106175 -0.00086297
  0.00010605  0.00182999  0.00106947]
lambda_param: 1
m: 369
theta[1:]: [ 0.1645109   0.25923725  0.34676951  0.18180215  0.39183339 -0.31851952
  0.03914534  0.67534746  0.39463692]
L2 term: [ 0.00044583  0.00070254  0.00093975  0.00049269  0.00106188 -0.0008632
  0.00010608  0.00183021  0.00106948]
lambda_param: 1
m: 369
theta[1:]: [ 0.16449648  0.25920449  0.34678321  0.18186247  0.39187951 -0.31860199
  0.03915919  0.67542795  0.39464018]
L2 term: [ 0.00044579  0.00070245  0.00093979  0.00049285  0.001062   -0.00086342
  0.00010612  0.00183043  0.00106949]
lambda_param: 1
m: 369
theta[1:]: [ 0.16448216  0.25917195  0.34679678  0.18192254  0.39192525 -0.31868396
  0.03917294  0.67550774  0.39464339]
L2 term: [ 0.00044575  0.00070236  0.00093983  0.00049302  0.00106213 -0.00086364
  0.00010616  0.00183064  0.00106949]
lambda_param: 1
m: 369
theta[1:]: [ 0.16446792  0.25913963  0.34681021  0.18198236  0.39197061 -0.31876546
  0.03918661  0.67558682  0.39464655]
L2 term: [ 0.00044571  0.00070228  0.00093987  0.00049318  0.00106225 -0.00086386
  0.0001062   0.00183086  0.0010695 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16445378  0.25910753  0.34682351  0.18204194  0.39201561 -0.31884647
  0.03920018  0.67566522  0.39464966]
L2 term: [ 0.00044567  0.00070219  0.0009399   0.00049334  0.00106237 -0.00086408
  0.00010623  0.00183107  0.00106951]
lambda_param: 1
m: 369
theta[1:]: [ 0.16443973  0.25907564  0.34683667  0.18210128  0.39206023 -0.318927
  0.03921366  0.67574292  0.39465271]
L2 term: [ 0.00044564  0.0007021   0.00093994  0.0004935   0.00106249 -0.0008643
  0.00010627  0.00183128  0.00106952]
lambda_param: 1
m: 369
theta[1:]: [ 0.16442577  0.25904398  0.34684971  0.18216038  0.39210449 -0.31900706
  0.03922704  0.67581994  0.39465572]
L2 term: [ 0.0004456   0.00070202  0.00093997  0.00049366  0.00106261 -0.00086452
  0.00010631  0.00183149  0.00106953]
lambda_param: 1
m: 369
theta[1:]: [ 0.1644119   0.25901253  0.34686261  0.18221924  0.39214839 -0.31908665
  0.03924034  0.67589628  0.39465868]
L2 term: [ 0.00044556  0.00070193  0.00094001  0.00049382  0.00106273 -0.00086473
  0.00010634  0.0018317   0.00106954]
lambda_param: 1
m: 369
theta[1:]: [ 0.16439812  0.2589813   0.34687538  0.18227786  0.39219193 -0.31916577
  0.03925355  0.67597195  0.39466159]
L2 term: [ 0.00044552  0.00070185  0.00094004  0.00049398  0.00106285 -0.00086495
  0.00010638  0.0018319   0.00106954]
lambda_param: 1
m: 369
theta[1:]: [ 0.16438444  0.25895027  0.34688803  0.18233624  0.39223512 -0.31924442
  0.03926666  0.67604696  0.39466445]
L2 term: [ 0.00044549  0.00070176  0.00094008  0.00049414  0.00106297 -0.00086516
  0.00010641  0.00183211  0.00106955]
lambda_param: 1
m: 369
theta[1:]: [ 0.16437084  0.25891946  0.34690055  0.18239439  0.39227795 -0.31932262
  0.03927969  0.6761213   0.39466727]
L2 term: [ 0.00044545  0.00070168  0.00094011  0.00049429  0.00106308 -0.00086537
  0.00010645  0.00183231  0.00106956]
lambda_param: 1
m: 369
theta[1:]: [ 0.16435733  0.25888887  0.34691294  0.18245229  0.39232044 -0.31940035
  0.03929263  0.67619498  0.39467004]
L2 term: [ 0.00044541  0.0007016   0.00094014  0.00049445  0.0010632  -0.00086558
  0.00010648  0.00183251  0.00106957]
lambda_param: 1
m: 369
theta[1:]: [ 0.1643439   0.25885848  0.34692521  0.18250997  0.39236258 -0.31947763
  0.03930548  0.67626801  0.39467276]
L2 term: [ 0.00044538  0.00070151  0.00094018  0.00049461  0.00106331 -0.00086579
  0.00010652  0.0018327   0.00106957]
lambda_param: 1
m: 369
theta[1:]: [ 0.16433057  0.2588283   0.34693735  0.18256741  0.39240437 -0.31955446
  0.03931824  0.6763404   0.39467545]
L2 term: [ 0.00044534  0.00070143  0.00094021  0.00049476  0.00106343 -0.000866
  0.00010655  0.0018329   0.00106958]
lambda_param: 1
m: 369
theta[1:]: [ 0.16431732  0.25879832  0.34694938  0.18262462  0.39244582 -0.31963084
  0.03933091  0.67641214  0.39467808]
L2 term: [ 0.0004453   0.00070135  0.00094024  0.00049492  0.00106354 -0.00086621
  0.00010659  0.0018331   0.00106959]
lambda_param: 1
m: 369
theta[1:]: [ 0.16430416  0.25876855  0.34696128  0.1826816   0.39248694 -0.31970677
  0.0393435   0.67648325  0.39468068]
L2 term: [ 0.00044527  0.00070127  0.00094027  0.00049507  0.00106365 -0.00086641
  0.00010662  0.00183329  0.0010696 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16429109  0.25873899  0.34697307  0.18273834  0.39252772 -0.31978227
  0.039356    0.67655372  0.39468323]
L2 term: [ 0.00044523  0.00070119  0.00094031  0.00049523  0.00106376 -0.00086662
  0.00010666  0.00183348  0.0010696 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.1642781   0.25870963  0.34698473  0.18279486  0.39256817 -0.31985732
  0.03936841  0.67662358  0.39468574]
L2 term: [ 0.0004452   0.00070111  0.00094034  0.00049538  0.00106387 -0.00086682
  0.00010669  0.00183367  0.00106961]
lambda_param: 1
m: 369
theta[1:]: [ 0.1642652   0.25868047  0.34699628  0.18285115  0.39260829 -0.31993194
  0.03938074  0.6766928   0.39468821]
L2 term: [ 0.00044516  0.00070103  0.00094037  0.00049553  0.00106398 -0.00086702
  0.00010672  0.00183386  0.00106962]
lambda_param: 1
m: 369
theta[1:]: [ 0.16425239  0.25865151  0.34700772  0.18290721  0.39264809 -0.32000612
  0.03939299  0.67676142  0.39469064]
L2 term: [ 0.00044513  0.00070095  0.0009404   0.00049568  0.00106409 -0.00086723
  0.00010676  0.00183404  0.00106962]
lambda_param: 1
m: 369
theta[1:]: [ 0.16423965  0.25862275  0.34701904  0.18296305  0.39268756 -0.32007987
  0.03940515  0.67682942  0.39469303]
L2 term: [ 0.00044509  0.00070087  0.00094043  0.00049583  0.00106419 -0.00086743
  0.00010679  0.00183423  0.00106963]
lambda_param: 1
m: 369
theta[1:]: [ 0.16422701  0.2585942   0.34703024  0.18301866  0.39272671 -0.3201532
  0.03941722  0.67689681  0.39469537]
L2 term: [ 0.00044506  0.0007008   0.00094046  0.00049599  0.0010643  -0.00086762
  0.00010682  0.00183441  0.00106964]
lambda_param: 1
m: 369
theta[1:]: [ 0.16421445  0.25856583  0.34704133  0.18307405  0.39276554 -0.3202261
  0.03942922  0.67696361  0.39469769]
L2 term: [ 0.00044503  0.00070072  0.00094049  0.00049614  0.00106441 -0.00086782
  0.00010685  0.00183459  0.00106964]
lambda_param: 1
m: 369
theta[1:]: [ 0.16420197  0.25853767  0.34705231  0.18312921  0.39280405 -0.32029858
  0.03944113  0.6770298   0.39469996]
L2 term: [ 0.00044499  0.00070064  0.00094052  0.00049629  0.00106451 -0.00086802
  0.00010689  0.00183477  0.00106965]
lambda_param: 1
m: 369
theta[1:]: [ 0.16418957  0.2585097   0.34706318  0.18318415  0.39284226 -0.32037064
  0.03945295  0.67709541  0.3947022 ]
L2 term: [ 0.00044496  0.00070057  0.00094055  0.00049643  0.00106461 -0.00086821
  0.00010692  0.00183495  0.00106965]
lambda_param: 1
m: 369
theta[1:]: [ 0.16417726  0.25848192  0.34707395  0.18323887  0.39288015 -0.32044229
  0.0394647   0.67716042  0.39470439]
L2 term: [ 0.00044492  0.00070049  0.00094058  0.00049658  0.00106472 -0.00086841
  0.00010695  0.00183512  0.00106966]
lambda_param: 1
m: 369
theta[1:]: [ 0.16416503  0.25845433  0.3470846   0.18329338  0.39291774 -0.32051352
  0.03947636  0.67722486  0.39470656]
L2 term: [ 0.00044489  0.00070042  0.00094061  0.00049673  0.00106482 -0.0008686
  0.00010698  0.0018353   0.00106967]
lambda_param: 1
m: 369
theta[1:]: [ 0.16415288  0.25842694  0.34709514  0.18334766  0.39295502 -0.32058435
  0.03948794  0.67728871  0.39470868]
L2 term: [ 0.00044486  0.00070034  0.00094064  0.00049688  0.00106492 -0.00086879
  0.00010701  0.00183547  0.00106967]
lambda_param: 1
m: 369
theta[1:]: [ 0.16414081  0.25839974  0.34710558  0.18340172  0.392992   -0.32065477
  0.03949945  0.67735199  0.39471078]
L2 term: [ 0.00044483  0.00070027  0.00094067  0.00049702  0.00106502 -0.00086898
  0.00010704  0.00183564  0.00106968]
lambda_param: 1
m: 369
theta[1:]: [ 0.16412882  0.25837272  0.34711592  0.18345557  0.39302868 -0.32072478
  0.03951087  0.67741471  0.39471284]
L2 term: [ 0.00044479  0.0007002   0.00094069  0.00049717  0.00106512 -0.00086917
  0.00010708  0.00183581  0.00106968]
lambda_param: 1
m: 369
theta[1:]: [ 0.16411692  0.2583459   0.34712615  0.1835092   0.39306506 -0.32079439
  0.03952221  0.67747686  0.39471486]
L2 term: [ 0.00044476  0.00070012  0.00094072  0.00049731  0.00106522 -0.00086936
  0.00010711  0.00183598  0.00106969]
lambda_param: 1
m: 369
theta[1:]: [ 0.16410509  0.25831926  0.34713628  0.18356262  0.39310115 -0.32086361
  0.03953347  0.67753845  0.39471685]
L2 term: [ 0.00044473  0.00070005  0.00094075  0.00049746  0.00106531 -0.00086955
  0.00010714  0.00183615  0.00106969]
lambda_param: 1
m: 369
theta[1:]: [ 0.16409335  0.2582928   0.3471463   0.18361582  0.39313695 -0.32093242
  0.03954465  0.67759948  0.39471881]
L2 term: [ 0.0004447   0.00069998  0.00094078  0.0004976   0.00106541 -0.00086974
  0.00010717  0.00183631  0.0010697 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16408168  0.25826654  0.34715622  0.18366881  0.39317245 -0.32100085
  0.03955576  0.67765996  0.39472073]
L2 term: [ 0.00044467  0.00069991  0.0009408   0.00049775  0.00106551 -0.00086992
  0.0001072   0.00183648  0.0010697 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16407009  0.25824045  0.34716605  0.18372159  0.39320767 -0.32106889
  0.03956679  0.6777199   0.39472263]
L2 term: [ 0.00044463  0.00069984  0.00094083  0.00049789  0.0010656  -0.00087011
  0.00010723  0.00183664  0.00106971]
lambda_param: 1
m: 369
theta[1:]: [ 0.16405858  0.25821455  0.34717577  0.18377416  0.39324261 -0.32113653
  0.03957774  0.67777929  0.39472449]
L2 term: [ 0.0004446   0.00069977  0.00094086  0.00049803  0.0010657  -0.00087029
  0.00010726  0.0018368   0.00106971]
lambda_param: 1
m: 369
theta[1:]: [ 0.16404715  0.25818882  0.3471854   0.18382651  0.39327726 -0.3212038
  0.03958861  0.67783815  0.39472632]
L2 term: [ 0.00044457  0.0006997   0.00094088  0.00049817  0.00106579 -0.00087047
  0.00010729  0.00183696  0.00106972]
lambda_param: 1
m: 369
theta[1:]: [ 0.1640358   0.25816328  0.34719493  0.18387866  0.39331163 -0.32127068
  0.03959941  0.67789647  0.39472812]
L2 term: [ 0.00044454  0.00069963  0.00094091  0.00049832  0.00106589 -0.00087065
  0.00010732  0.00183712  0.00106972]
lambda_param: 1
m: 369
theta[1:]: [ 0.16402452  0.25813792  0.34720436  0.1839306   0.39334573 -0.32133718
  0.03961013  0.67795426  0.39472989]
L2 term: [ 0.00044451  0.00069956  0.00094093  0.00049846  0.00106598 -0.00087083
  0.00010734  0.00183727  0.00106973]
lambda_param: 1
m: 369
theta[1:]: [ 0.16401332  0.25811273  0.3472137   0.18398233  0.39337955 -0.3214033
  0.03962077  0.67801153  0.39473164]
L2 term: [ 0.00044448  0.00069949  0.00094096  0.0004986   0.00106607 -0.00087101
  0.00010737  0.00183743  0.00106973]
lambda_param: 1
m: 369
theta[1:]: [ 0.1640022   0.25808772  0.34722294  0.18403386  0.39341309 -0.32146905
  0.03963134  0.67806827  0.39473335]
L2 term: [ 0.00044445  0.00069942  0.00094098  0.00049874  0.00106616 -0.00087119
  0.0001074   0.00183758  0.00106974]
lambda_param: 1
m: 369
theta[1:]: [ 0.16399115  0.25806289  0.34723209  0.18408518  0.39344637 -0.32153443
  0.03964184  0.6781245   0.39473504]
L2 term: [ 0.00044442  0.00069936  0.00094101  0.00049888  0.00106625 -0.00087137
  0.00010743  0.00183774  0.00106974]
lambda_param: 1
m: 369
theta[1:]: [ 0.16398017  0.25803823  0.34724115  0.1841363   0.39347938 -0.32159943
  0.03965226  0.67818022  0.39473669]
L2 term: [ 0.00044439  0.00069929  0.00094103  0.00049901  0.00106634 -0.00087154
  0.00010746  0.00183789  0.00106975]
lambda_param: 1
m: 369
theta[1:]: [ 0.16396928  0.25801374  0.34725012  0.18418721  0.39351212 -0.32166407
  0.03966261  0.67823543  0.39473832]
L2 term: [ 0.00044436  0.00069922  0.00094106  0.00049915  0.00106643 -0.00087172
  0.00010749  0.00183804  0.00106975]
lambda_param: 1
m: 369
theta[1:]: [ 0.16395845  0.25798943  0.34725899  0.18423792  0.3935446  -0.32172835
  0.03967288  0.67829013  0.39473993]
L2 term: [ 0.00044433  0.00069916  0.00094108  0.00049929  0.00106652 -0.00087189
  0.00010751  0.00183818  0.00106976]
lambda_param: 1
m: 369
theta[1:]: [ 0.16394771  0.25796529  0.34726777  0.18428843  0.39357681 -0.32179227
  0.03968309  0.67834434  0.3947415 ]
L2 term: [ 0.0004443   0.00069909  0.00094111  0.00049943  0.0010666  -0.00087207
  0.00010754  0.00183833  0.00106976]
lambda_param: 1
m: 369
theta[1:]: [ 0.16393703  0.25794132  0.34727647  0.18433874  0.39360877 -0.32185582
  0.03969321  0.67839804  0.39474305]
L2 term: [ 0.00044427  0.00069903  0.00094113  0.00049956  0.00106669 -0.00087224
  0.00010757  0.00183848  0.00106976]
lambda_param: 1
m: 369
theta[1:]: [ 0.16392643  0.25791751  0.34728508  0.18438885  0.39364047 -0.32191902
  0.03970327  0.67845126  0.39474458]
L2 term: [ 0.00044425  0.00069896  0.00094115  0.0004997   0.00106678 -0.00087241
  0.0001076   0.00183862  0.00106977]
lambda_param: 1
m: 369
theta[1:]: [ 0.1639159   0.25789388  0.3472936   0.18443876  0.39367192 -0.32198186
  0.03971326  0.67850398  0.39474608]
L2 term: [ 0.00044422  0.0006989   0.00094118  0.00049983  0.00106686 -0.00087258
  0.00010762  0.00183876  0.00106977]
lambda_param: 1
m: 369
theta[1:]: [ 0.16390545  0.25787041  0.34730203  0.18448847  0.39370311 -0.32204435
  0.03972317  0.67855622  0.39474755]
L2 term: [ 0.00044419  0.00069884  0.0009412   0.00049997  0.00106695 -0.00087275
  0.00010765  0.00183891  0.00106978]
lambda_param: 1
m: 369
theta[1:]: [ 0.16389506  0.25784711  0.34731038  0.18453799  0.39373405 -0.3221065
  0.03973302  0.67860798  0.394749  ]
L2 term: [ 0.00044416  0.00069877  0.00094122  0.0005001   0.00106703 -0.00087292
  0.00010768  0.00183905  0.00106978]
lambda_param: 1
m: 369
theta[1:]: [ 0.16388475  0.25782397  0.34731864  0.18458731  0.39376474 -0.32216829
  0.03974279  0.67865927  0.39475043]
L2 term: [ 0.00044413  0.00069871  0.00094124  0.00050024  0.00106711 -0.00087308
  0.0001077   0.00183919  0.00106978]
lambda_param: 1
m: 369
theta[1:]: [ 0.16387451  0.257801    0.34732682  0.18463644  0.39379519 -0.32222974
  0.03975249  0.67871008  0.39475183]
L2 term: [ 0.0004441   0.00069865  0.00094127  0.00050037  0.0010672  -0.00087325
  0.00010773  0.00183932  0.00106979]
lambda_param: 1
m: 369
theta[1:]: [ 0.16386434  0.25777819  0.34733491  0.18468537  0.39382539 -0.32229085
  0.03976213  0.67876042  0.39475321]
L2 term: [ 0.00044408  0.00069859  0.00094129  0.0005005   0.00106728 -0.00087342
  0.00010776  0.00183946  0.00106979]
lambda_param: 1
m: 369
theta[1:]: [ 0.16385424  0.25775554  0.34734292  0.1847341   0.39385535 -0.32235161
  0.03977169  0.6788103   0.39475456]
L2 term: [ 0.00044405  0.00069852  0.00094131  0.00050063  0.00106736 -0.00087358
  0.00010778  0.00183959  0.0010698 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16384422  0.25773305  0.34735086  0.18478265  0.39388506 -0.32241204
  0.03978119  0.67885971  0.39475589]
L2 term: [ 0.00044402  0.00069846  0.00094133  0.00050077  0.00106744 -0.00087375
  0.00010781  0.00183973  0.0010698 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16383426  0.25771072  0.34735871  0.184831    0.39391454 -0.32247213
  0.03979062  0.67890867  0.39475721]
L2 term: [ 0.000444    0.0006984   0.00094135  0.0005009   0.00106752 -0.00087391
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lambda_param: 1
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theta[1:]: [ 0.16382437  0.25768855  0.34736648  0.18487917  0.39394379 -0.32253189
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L2 term: [ 0.00044397  0.00069834  0.00094137  0.00050103  0.0010676  -0.00087407
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lambda_param: 1
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theta[1:]: [ 0.16381455  0.25766654  0.34737417  0.18492714  0.3939728  -0.32259132
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L2 term: [ 0.00044394  0.00069828  0.00094139  0.00050116  0.00106768 -0.00087423
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lambda_param: 1
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theta[1:]: [ 0.16380479  0.25764469  0.34738178  0.18497492  0.39400157 -0.32265042
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L2 term: [ 0.00044392  0.00069822  0.00094141  0.00050129  0.00106775 -0.00087439
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lambda_param: 1
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theta[1:]: [ 0.16379511  0.25762299  0.34738931  0.18502252  0.39403012 -0.32270919
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L2 term: [ 0.00044389  0.00069817  0.00094143  0.00050142  0.00106783 -0.00087455
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lambda_param: 1
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theta[1:]: [ 0.1637855   0.25760144  0.34739677  0.18506993  0.39405844 -0.32276764
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L2 term: [ 0.00044386  0.00069811  0.00094145  0.00050154  0.00106791 -0.00087471
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lambda_param: 1
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theta[1:]: [ 0.16377595  0.25758005  0.34740415  0.18511715  0.39408653 -0.32282576
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L2 term: [ 0.00044384  0.00069805  0.00094147  0.00050167  0.00106799 -0.00087487
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lambda_param: 1
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theta[1:]: [ 0.16376647  0.25755881  0.34741145  0.18516419  0.39411439 -0.32288357
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L2 term: [ 0.00044381  0.00069799  0.00094149  0.0005018   0.00106806 -0.00087502
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lambda_param: 1
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theta[1:]: [ 0.16375705  0.25753773  0.34741868  0.18521104  0.39414203 -0.32294105
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L2 term: [ 0.00044379  0.00069793  0.00094151  0.00050193  0.00106814 -0.00087518
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lambda_param: 1
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theta[1:]: [ 0.1637477   0.25751679  0.34742584  0.18525771  0.39416946 -0.32299822
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L2 term: [ 0.00044376  0.00069788  0.00094153  0.00050205  0.00106821 -0.00087533
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lambda_param: 1
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theta[1:]: [ 0.16373842  0.257496    0.34743292  0.1853042   0.39419666 -0.32305508
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L2 term: [ 0.00044374  0.00069782  0.00094155  0.00050218  0.00106828 -0.00087549
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lambda_param: 1
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theta[1:]: [ 0.1637292   0.25747537  0.34743993  0.1853505   0.39422364 -0.32311162
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L2 term: [ 0.00044371  0.00069777  0.00094157  0.0005023   0.00106836 -0.00087564
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lambda_param: 1
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theta[1:]: [ 0.16372005  0.25745488  0.34744687  0.18539663  0.39425041 -0.32316786
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L2 term: [ 0.00044369  0.00069771  0.00094159  0.00050243  0.00106843 -0.00087579
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lambda_param: 1
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theta[1:]: [ 0.16371096  0.25743453  0.34745374  0.18544257  0.39427697 -0.32322378
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L2 term: [ 0.00044366  0.00069765  0.00094161  0.00050255  0.0010685  -0.00087595
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lambda_param: 1
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theta[1:]: [ 0.16370194  0.25741434  0.34746053  0.18548833  0.39430331 -0.32327941
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L2 term: [ 0.00044364  0.0006976   0.00094163  0.00050268  0.00106857 -0.0008761
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lambda_param: 1
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theta[1:]: [ 0.16369298  0.25739428  0.34746726  0.18553392  0.39432944 -0.32333472
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L2 term: [ 0.00044361  0.00069755  0.00094165  0.0005028   0.00106864 -0.00087625
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lambda_param: 1
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theta[1:]: [ 0.16368408  0.25737438  0.34747391  0.18557932  0.39435537 -0.32338974
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L2 term: [ 0.00044359  0.00069749  0.00094166  0.00050292  0.00106871 -0.00087639
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lambda_param: 1
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theta[1:]: [ 0.16367525  0.25735461  0.3474805   0.18562455  0.39438109 -0.32344446
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L2 term: [ 0.00044356  0.00069744  0.00094168  0.00050305  0.00106878 -0.00087654
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lambda_param: 1
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theta[1:]: [ 0.16366648  0.25733499  0.34748702  0.18566961  0.3944066  -0.32349887
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L2 term: [ 0.00044354  0.00069738  0.0009417   0.00050317  0.00106885 -0.00087669
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lambda_param: 1
m: 369
theta[1:]: [ 0.16365777  0.25731551  0.34749347  0.18571448  0.39443191 -0.323553
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L2 term: [ 0.00044352  0.00069733  0.00094172  0.00050329  0.00106892 -0.00087684
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lambda_param: 1
m: 369
theta[1:]: [ 0.16364913  0.25729617  0.34749986  0.18575919  0.39445701 -0.32360683
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L2 term: [ 0.00044349  0.00069728  0.00094173  0.00050341  0.00106899 -0.00087698
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lambda_param: 1
m: 369
theta[1:]: [ 0.16364054  0.25727696  0.34750618  0.18580372  0.39448192 -0.32366037
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L2 term: [ 0.00044347  0.00069723  0.00094175  0.00050353  0.00106906 -0.00087713
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lambda_param: 1
m: 369
theta[1:]: [ 0.16363202  0.2572579   0.34751243  0.18584807  0.39450663 -0.32371361
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L2 term: [ 0.00044345  0.00069718  0.00094177  0.00050365  0.00106912 -0.00087727
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lambda_param: 1
m: 369
theta[1:]: [ 0.16362356  0.25723898  0.34751862  0.18589226  0.39453114 -0.32376658
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L2 term: [ 0.00044342  0.00069712  0.00094178  0.00050377  0.00106919 -0.00087742
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lambda_param: 1
m: 369
theta[1:]: [ 0.16361516  0.25722019  0.34752474  0.18593627  0.39455546 -0.32381925
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L2 term: [ 0.0004434   0.00069707  0.0009418   0.00050389  0.00106926 -0.00087756
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lambda_param: 1
m: 369
theta[1:]: [ 0.16360682  0.25720153  0.34753081  0.18598011  0.39457958 -0.32387164
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L2 term: [ 0.00044338  0.00069702  0.00094182  0.00050401  0.00106932 -0.0008777
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lambda_param: 1
m: 369
theta[1:]: [ 0.16359854  0.25718302  0.3475368   0.18602378  0.39460352 -0.32392375
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L2 term: [ 0.00044336  0.00069697  0.00094183  0.00050413  0.00106939 -0.00087784
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lambda_param: 1
m: 369
theta[1:]: [ 0.16359032  0.25716463  0.34754274  0.18606728  0.39462726 -0.32397558
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L2 term: [ 0.00044333  0.00069692  0.00094185  0.00050425  0.00106945 -0.00087798
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lambda_param: 1
m: 369
theta[1:]: [ 0.16358215  0.25714638  0.34754861  0.18611062  0.39465081 -0.32402713
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L2 term: [ 0.00044331  0.00069687  0.00094187  0.00050436  0.00106951 -0.00087812
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lambda_param: 1
m: 369
theta[1:]: [ 0.16357405  0.25712826  0.34755443  0.18615378  0.39467418 -0.3240784
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L2 term: [ 0.00044329  0.00069682  0.00094188  0.00050448  0.00106958 -0.00087826
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lambda_param: 1
m: 369
theta[1:]: [ 0.163566    0.25711027  0.34756018  0.18619678  0.39469736 -0.3241294
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L2 term: [ 0.00044327  0.00069678  0.0009419   0.0005046   0.00106964 -0.0008784
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lambda_param: 1
m: 369
theta[1:]: [ 0.16355802  0.25709242  0.34756587  0.18623961  0.39472035 -0.32418012
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L2 term: [ 0.00044325  0.00069673  0.00094191  0.00050471  0.0010697  -0.00087854
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lambda_param: 1
m: 369
theta[1:]: [ 0.16355009  0.25707469  0.3475715   0.18628228  0.39474317 -0.32423058
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L2 term: [ 0.00044323  0.00069668  0.00094193  0.00050483  0.00106976 -0.00087867
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lambda_param: 1
m: 369
theta[1:]: [ 0.16354222  0.25705709  0.34757708  0.18632479  0.3947658  -0.32428076
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L2 term: [ 0.0004432   0.00069663  0.00094194  0.00050495  0.00106983 -0.00087881
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lambda_param: 1
m: 369
theta[1:]: [ 0.1635344   0.25703962  0.34758259  0.18636712  0.39478825 -0.32433068
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L2 term: [ 0.00044318  0.00069658  0.00094196  0.00050506  0.00106989 -0.00087894
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lambda_param: 1
m: 369
theta[1:]: [ 0.16352664  0.25702228  0.34758805  0.1864093   0.39481053 -0.32438033
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L2 term: [ 0.00044316  0.00069654  0.00094197  0.00050517  0.00106995 -0.00087908
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lambda_param: 1
m: 369
theta[1:]: [ 0.16351894  0.25700506  0.34759345  0.18645131  0.39483262 -0.32442971
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L2 term: [ 0.00044314  0.00069649  0.00094199  0.00050529  0.00107001 -0.00087921
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lambda_param: 1
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theta[1:]: [ 0.16351129  0.25698797  0.34759879  0.18649317  0.39485455 -0.32447884
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L2 term: [ 0.00044312  0.00069644  0.000942    0.0005054   0.00107007 -0.00087935
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lambda_param: 1
m: 369
theta[1:]: [ 0.1635037   0.256971    0.34760408  0.18653486  0.3948763  -0.3245277
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L2 term: [ 0.0004431   0.0006964   0.00094202  0.00050551  0.00107013 -0.00087948
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lambda_param: 1
m: 369
theta[1:]: [ 0.16349617  0.25695416  0.34760931  0.18657639  0.39489788 -0.32457631
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L2 term: [ 0.00044308  0.00069635  0.00094203  0.00050563  0.00107018 -0.00087961
  0.0001087   0.00184417  0.0010699 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16348869  0.25693744  0.34761449  0.18661776  0.39491928 -0.32462465
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L2 term: [ 0.00044306  0.00069631  0.00094204  0.00050574  0.00107024 -0.00087974
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lambda_param: 1
m: 369
theta[1:]: [ 0.16348126  0.25692084  0.34761961  0.18665897  0.39494052 -0.32467274
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L2 term: [ 0.00044304  0.00069626  0.00094206  0.00050585  0.0010703  -0.00087987
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lambda_param: 1
m: 369
theta[1:]: [ 0.16347389  0.25690436  0.34762468  0.18670003  0.39496159 -0.32472058
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L2 term: [ 0.00044302  0.00069622  0.00094207  0.00050596  0.00107036 -0.00088
  0.00010875  0.00184443  0.00106991]
lambda_param: 1
m: 369
theta[1:]: [ 0.16346657  0.25688801  0.34762969  0.18674093  0.39498249 -0.32476816
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L2 term: [ 0.000443    0.00069617  0.00094209  0.00050607  0.00107041 -0.00088013
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lambda_param: 1
m: 369
theta[1:]: [ 0.16345931  0.25687177  0.34763465  0.18678167  0.39500323 -0.3248155
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L2 term: [ 0.00044298  0.00069613  0.0009421   0.00050618  0.00107047 -0.00088026
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lambda_param: 1
m: 369
theta[1:]: [ 0.1634521   0.25685565  0.34763956  0.18682225  0.3950238  -0.32486258
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L2 term: [ 0.00044296  0.00069609  0.00094211  0.00050629  0.00107053 -0.00088039
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lambda_param: 1
m: 369
theta[1:]: [ 0.16344494  0.25683965  0.34764442  0.18686268  0.39504421 -0.32490942
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L2 term: [ 0.00044294  0.00069604  0.00094213  0.0005064   0.00107058 -0.00088051
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lambda_param: 1
m: 369
theta[1:]: [ 0.16343783  0.25682377  0.34764922  0.18690296  0.39506446 -0.32495601
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L2 term: [ 0.00044292  0.000696    0.00094214  0.00050651  0.00107064 -0.00088064
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lambda_param: 1
m: 369
theta[1:]: [ 0.16343078  0.256808    0.34765398  0.18694308  0.39508455 -0.32500236
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L2 term: [ 0.0004429   0.00069596  0.00094215  0.00050662  0.00107069 -0.00088077
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lambda_param: 1
m: 369
theta[1:]: [ 0.16342378  0.25679235  0.34765868  0.18698305  0.39510448 -0.32504846
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L2 term: [ 0.00044288  0.00069591  0.00094216  0.00050673  0.00107074 -0.00088089
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lambda_param: 1
m: 369
theta[1:]: [ 0.16341683  0.25677682  0.34766334  0.18702287  0.39512425 -0.32509432
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L2 term: [ 0.00044286  0.00069587  0.00094218  0.00050684  0.0010708  -0.00088101
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lambda_param: 1
m: 369
theta[1:]: [ 0.16340993  0.2567614   0.34766794  0.18706253  0.39514387 -0.32513995
  0.04019048  0.68087667  0.39480185]
L2 term: [ 0.00044285  0.00069583  0.00094219  0.00050694  0.00107085 -0.00088114
  0.00010892  0.00184519  0.00106992]
lambda_param: 1
m: 369
theta[1:]: [ 0.16340308  0.25674609  0.34767249  0.18710205  0.39516333 -0.32518533
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L2 term: [ 0.00044283  0.00069579  0.0009422   0.00050705  0.0010709  -0.00088126
  0.00010893  0.00184527  0.00106993]
lambda_param: 1
m: 369
theta[1:]: [ 0.16339628  0.25673089  0.347677    0.18714141  0.39518264 -0.32523048
  0.04020328  0.68093559  0.39480295]
L2 term: [ 0.00044281  0.00069575  0.00094221  0.00050716  0.00107096 -0.00088138
  0.00010895  0.00184535  0.00106993]
lambda_param: 1
m: 369
theta[1:]: [ 0.16338954  0.25671581  0.34768146  0.18718062  0.3952018  -0.32527539
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L2 term: [ 0.00044279  0.00069571  0.00094223  0.00050726  0.00107101 -0.00088151
  0.00010897  0.00184543  0.00106993]
lambda_param: 1
m: 369
theta[1:]: [ 0.16338284  0.25670084  0.34768587  0.18721969  0.39522081 -0.32532007
  0.04021588  0.68099333  0.39480402]
L2 term: [ 0.00044277  0.00069567  0.00094224  0.00050737  0.00107106 -0.00088163
  0.00010899  0.00184551  0.00106993]
lambda_param: 1
m: 369
theta[1:]: [ 0.16337619  0.25668598  0.34769023  0.18725861  0.39523966 -0.32536452
  0.04022211  0.68102176  0.39480454]
L2 term: [ 0.00044275  0.00069563  0.00094225  0.00050748  0.00107111 -0.00088175
  0.000109    0.00184559  0.00106993]
lambda_param: 1
m: 369
theta[1:]: [ 0.1633696   0.25667122  0.34769455  0.18729737  0.39525837 -0.32540874
  0.0402283   0.68104991  0.39480505]
L2 term: [ 0.00044274  0.00069559  0.00094226  0.00050758  0.00107116 -0.00088187
  0.00010902  0.00184566  0.00106993]
lambda_param: 1
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theta[1:]: [ 0.16336305  0.25665658  0.34769882  0.187336    0.39527693 -0.32545272
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L2 term: [ 0.00044272  0.00069555  0.00094227  0.00050769  0.00107121 -0.00088199
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lambda_param: 1
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theta[1:]: [ 0.16335655  0.25664204  0.34770304  0.18737447  0.39529535 -0.32549648
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L2 term: [ 0.0004427   0.00069551  0.00094228  0.00050779  0.00107126 -0.0008821
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lambda_param: 1
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theta[1:]: [ 0.16335009  0.25662762  0.34770722  0.1874128   0.39531362 -0.32554002
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L2 term: [ 0.00044268  0.00069547  0.0009423   0.00050789  0.00107131 -0.00088222
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lambda_param: 1
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theta[1:]: [ 0.16334369  0.2566133   0.34771135  0.18745099  0.39533174 -0.32558333
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L2 term: [ 0.00044267  0.00069543  0.00094231  0.000508    0.00107136 -0.00088234
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lambda_param: 1
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theta[1:]: [ 0.16333733  0.25659908  0.34771544  0.18748903  0.39534973 -0.32562641
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L2 term: [ 0.00044265  0.00069539  0.00094232  0.0005081   0.00107141 -0.00088246
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lambda_param: 1
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theta[1:]: [ 0.16333103  0.25658497  0.34771948  0.18752693  0.39536757 -0.32566928
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L2 term: [ 0.00044263  0.00069535  0.00094233  0.0005082   0.00107146 -0.00088257
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lambda_param: 1
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theta[1:]: [ 0.16332476  0.25657096  0.34772348  0.18756468  0.39538527 -0.32571192
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L2 term: [ 0.00044261  0.00069531  0.00094234  0.00050831  0.0010715  -0.00088269
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lambda_param: 1
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theta[1:]: [ 0.16331855  0.25655706  0.34772744  0.18760229  0.39540283 -0.32575435
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L2 term: [ 0.0004426   0.00069528  0.00094235  0.00050841  0.00107155 -0.0008828
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lambda_param: 1
m: 369
theta[1:]: [ 0.16331238  0.25654326  0.34773135  0.18763976  0.39542026 -0.32579655
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L2 term: [ 0.00044258  0.00069524  0.00094236  0.00050851  0.0010716  -0.00088292
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lambda_param: 1
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theta[1:]: [ 0.16330626  0.25652957  0.34773522  0.18767709  0.39543754 -0.32583854
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L2 term: [ 0.00044256  0.0006952   0.00094237  0.00050861  0.00107165 -0.00088303
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lambda_param: 1
m: 369
theta[1:]: [ 0.16330018  0.25651597  0.34773905  0.18771428  0.3954547  -0.32588032
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L2 term: [ 0.00044255  0.00069517  0.00094238  0.00050871  0.00107169 -0.00088314
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lambda_param: 1
m: 369
theta[1:]: [ 0.16329415  0.25650248  0.34774284  0.18775133  0.39547172 -0.32592188
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L2 term: [ 0.00044253  0.00069513  0.00094239  0.00050881  0.00107174 -0.00088326
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lambda_param: 1
m: 369
theta[1:]: [ 0.16328817  0.25648909  0.34774659  0.18778824  0.3954886  -0.32596323
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L2 term: [ 0.00044252  0.00069509  0.0009424   0.00050891  0.00107178 -0.00088337
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lambda_param: 1
m: 369
theta[1:]: [ 0.16328223  0.25647579  0.34775029  0.18782501  0.39550535 -0.32600437
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L2 term: [ 0.0004425   0.00069506  0.00094241  0.00050901  0.00107183 -0.00088348
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lambda_param: 1
m: 369
theta[1:]: [ 0.16327633  0.2564626   0.34775396  0.18786164  0.39552197 -0.3260453
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L2 term: [ 0.00044248  0.00069502  0.00094242  0.00050911  0.00107188 -0.00088359
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lambda_param: 1
m: 369
theta[1:]: [ 0.16327048  0.2564495   0.34775758  0.18789814  0.39553846 -0.32608602
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L2 term: [ 0.00044247  0.00069499  0.00094243  0.00050921  0.00107192 -0.0008837
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lambda_param: 1
m: 369
theta[1:]: [ 0.16326468  0.2564365   0.34776116  0.1879345   0.39555482 -0.32612653
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L2 term: [ 0.00044245  0.00069495  0.00094244  0.00050931  0.00107196 -0.00088381
  0.00010929  0.00184685  0.00106995]
lambda_param: 1
m: 369
theta[1:]: [ 0.16325891  0.2564236   0.34776471  0.18797072  0.39557106 -0.32616684
  0.04033191  0.68150998  0.39481304]
L2 term: [ 0.00044244  0.00069491  0.00094245  0.00050941  0.00107201 -0.00088392
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lambda_param: 1
m: 369
theta[1:]: [ 0.1632532   0.25641079  0.34776821  0.18800681  0.39558716 -0.32620695
  0.04033725  0.68153309  0.39481343]
L2 term: [ 0.00044242  0.00069488  0.00094246  0.0005095   0.00107205 -0.00088403
  0.00010932  0.00184697  0.00106996]
lambda_param: 1
m: 369
theta[1:]: [ 0.16324752  0.25639808  0.34777168  0.18804276  0.39560314 -0.32624685
  0.04034256  0.68155596  0.39481381]
L2 term: [ 0.00044241  0.00069485  0.00094247  0.0005096   0.0010721  -0.00088414
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lambda_param: 1
m: 369
theta[1:]: [ 0.16324189  0.25638547  0.34777511  0.18807858  0.395619   -0.32628655
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L2 term: [ 0.00044239  0.00069481  0.00094248  0.0005097   0.00107214 -0.00088425
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lambda_param: 1
m: 369
theta[1:]: [ 0.1632363   0.25637295  0.3477785   0.18811426  0.39563473 -0.32632605
  0.04035305  0.68160097  0.39481455]
L2 term: [ 0.00044237  0.00069478  0.00094249  0.00050979  0.00107218 -0.00088435
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lambda_param: 1
m: 369
theta[1:]: [ 0.16323075  0.25636052  0.34778185  0.18814981  0.39565033 -0.32636535
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L2 term: [ 0.00044236  0.00069474  0.0009425   0.00050989  0.00107222 -0.00088446
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lambda_param: 1
m: 369
theta[1:]: [ 0.16322524  0.25634818  0.34778517  0.18818523  0.39566582 -0.32640445
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L2 term: [ 0.00044234  0.00069471  0.00094251  0.00050999  0.00107227 -0.00088456
  0.00010939  0.00184728  0.00106996]
lambda_param: 1
m: 369
theta[1:]: [ 0.16321978  0.25633594  0.34778845  0.18822052  0.39568119 -0.32644335
  0.04036848  0.68166672  0.39481562]
L2 term: [ 0.00044233  0.00069468  0.00094252  0.00051008  0.00107231 -0.00088467
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lambda_param: 1
m: 369
theta[1:]: [ 0.16321436  0.25632379  0.34779169  0.18825568  0.39569643 -0.32648206
  0.04037354  0.68168817  0.39481596]
L2 term: [ 0.00044232  0.00069464  0.00094252  0.00051018  0.00107235 -0.00088478
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lambda_param: 1
m: 369
theta[1:]: [ 0.16320898  0.25631173  0.34779489  0.1882907   0.39571156 -0.32652058
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L2 term: [ 0.0004423   0.00069461  0.00094253  0.00051027  0.00107239 -0.00088488
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lambda_param: 1
m: 369
theta[1:]: [ 0.16320364  0.25629976  0.34779806  0.18832559  0.39572656 -0.3265589
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L2 term: [ 0.00044229  0.00069458  0.00094254  0.00051037  0.00107243 -0.00088498
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lambda_param: 1
m: 369
theta[1:]: [ 0.16319834  0.25628788  0.3478012   0.18836036  0.39574145 -0.32659703
  0.0403885   0.68175114  0.39481698]
L2 term: [ 0.00044227  0.00069455  0.00094255  0.00051046  0.00107247 -0.00088509
  0.00010945  0.00184756  0.00106996]
lambda_param: 1
m: 369
theta[1:]: [ 0.16319308  0.25627609  0.3478043   0.18839499  0.39575623 -0.32663497
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L2 term: [ 0.00044226  0.00069452  0.00094256  0.00051056  0.00107251 -0.00088519
  0.00010947  0.00184762  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16318787  0.25626439  0.34780736  0.1884295   0.39577089 -0.32667272
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L2 term: [ 0.00044224  0.00069448  0.00094257  0.00051065  0.00107255 -0.00088529
  0.00010948  0.00184767  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16318269  0.25625278  0.34781039  0.18846388  0.39578543 -0.32671028
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L2 term: [ 0.00044223  0.00069445  0.00094258  0.00051074  0.00107259 -0.00088539
  0.00010949  0.00184773  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16317755  0.25624125  0.34781339  0.18849813  0.39579986 -0.32674766
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L2 term: [ 0.00044222  0.00069442  0.00094258  0.00051084  0.00107263 -0.0008855
  0.00010951  0.00184778  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16317245  0.25622981  0.34781635  0.18853226  0.39581418 -0.32678484
  0.04041267  0.68185164  0.39481858]
L2 term: [ 0.0004422   0.00069439  0.00094259  0.00051093  0.00107267 -0.0008856
  0.00010952  0.00184784  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16316739  0.25621846  0.34781928  0.18856626  0.39582839 -0.32682185
  0.04041739  0.68187109  0.39481888]
L2 term: [ 0.00044219  0.00069436  0.0009426   0.00051102  0.00107271 -0.0008857
  0.00010953  0.00184789  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16316237  0.25620719  0.34782217  0.18860013  0.39584248 -0.32685867
  0.04042208  0.68189033  0.39481919]
L2 term: [ 0.00044217  0.00069433  0.00094261  0.00051111  0.00107274 -0.0008858
  0.00010954  0.00184794  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16315739  0.25619601  0.34782503  0.18863388  0.39585647 -0.3268953
  0.04042673  0.68190935  0.39481949]
L2 term: [ 0.00044216  0.0006943   0.00094262  0.0005112   0.00107278 -0.0008859
  0.00010956  0.00184799  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16315245  0.25618491  0.34782786  0.1886675   0.39587035 -0.32693176
  0.04043134  0.68192817  0.39481978]
L2 term: [ 0.00044215  0.00069427  0.00094262  0.00051129  0.00107282 -0.00088599
  0.00010957  0.00184804  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16314754  0.25617389  0.34783066  0.188701    0.39588411 -0.32696804
  0.04043591  0.68194677  0.39482007]
L2 term: [ 0.00044213  0.00069424  0.00094263  0.00051138  0.00107286 -0.00088609
  0.00010958  0.00184809  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16314268  0.25616296  0.34783342  0.18873438  0.39589778 -0.32700413
  0.04044045  0.68196518  0.39482036]
L2 term: [ 0.00044212  0.00069421  0.00094264  0.00051148  0.00107289 -0.00088619
  0.00010959  0.00184814  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16313785  0.25615211  0.34783615  0.18876763  0.39591133 -0.32704005
  0.04044496  0.68198337  0.39482065]
L2 term: [ 0.00044211  0.00069418  0.00094265  0.00051157  0.00107293 -0.00088629
  0.00010961  0.00184819  0.00106997]
lambda_param: 1
m: 369
theta[1:]: [ 0.16313306  0.25614134  0.34783886  0.18880076  0.39592478 -0.32707579
  0.04044943  0.68200137  0.39482093]
L2 term: [ 0.0004421   0.00069415  0.00094265  0.00051166  0.00107297 -0.00088638
  0.00010962  0.00184824  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.1631283   0.25613066  0.34784153  0.18883377  0.39593813 -0.32711136
  0.04045386  0.68201916  0.39482121]
L2 term: [ 0.00044208  0.00069412  0.00094266  0.00051174  0.001073   -0.00088648
  0.00010963  0.00184829  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16312358  0.25612005  0.34784417  0.18886666  0.39595137 -0.32714675
  0.04045826  0.68203676  0.39482148]
L2 term: [ 0.00044207  0.00069409  0.00094267  0.00051183  0.00107304 -0.00088658
  0.00010964  0.00184834  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.1631189   0.25610953  0.34784678  0.18889943  0.39596451 -0.32718196
  0.04046262  0.68205415  0.39482175]
L2 term: [ 0.00044206  0.00069406  0.00094267  0.00051192  0.00107307 -0.00088667
  0.00010965  0.00184839  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16311426  0.25609908  0.34784935  0.18893207  0.39597755 -0.32721701
  0.04046695  0.68207136  0.39482202]
L2 term: [ 0.00044204  0.00069404  0.00094268  0.00051201  0.00107311 -0.00088677
  0.00010967  0.00184843  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16310965  0.25608872  0.3478519   0.1889646   0.39599048 -0.32725188
  0.04047125  0.68208836  0.39482228]
L2 term: [ 0.00044203  0.00069401  0.00094269  0.0005121   0.00107314 -0.00088686
  0.00010968  0.00184848  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16310508  0.25607843  0.34785442  0.18899701  0.39600332 -0.32728658
  0.04047551  0.68210518  0.39482254]
L2 term: [ 0.00044202  0.00069398  0.00094269  0.00051219  0.00107318 -0.00088696
  0.00010969  0.00184852  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16310054  0.25606822  0.34785691  0.1890293   0.39601606 -0.32732111
  0.04047974  0.6821218   0.3948228 ]
L2 term: [ 0.00044201  0.00069395  0.0009427   0.00051227  0.00107321 -0.00088705
  0.0001097   0.00184857  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16309604  0.25605809  0.34785937  0.18906147  0.39602869 -0.32735548
  0.04048393  0.68213824  0.39482306]
L2 term: [ 0.00044199  0.00069392  0.00094271  0.00051236  0.00107325 -0.00088714
  0.00010971  0.00184861  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16309157  0.25604803  0.34786181  0.18909352  0.39604123 -0.32738967
  0.0404881   0.68215449  0.39482331]
L2 term: [ 0.00044198  0.0006939   0.00094271  0.00051245  0.00107328 -0.00088723
  0.00010972  0.00184866  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16308714  0.25603806  0.34786421  0.18912546  0.39605367 -0.3274237
  0.04049222  0.68217055  0.39482356]
L2 term: [ 0.00044197  0.00069387  0.00094272  0.00051254  0.00107332 -0.00088733
  0.00010974  0.0018487   0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16308274  0.25602815  0.34786658  0.18915728  0.39606602 -0.32745756
  0.04049632  0.68218643  0.39482381]
L2 term: [ 0.00044196  0.00069384  0.00094273  0.00051262  0.00107335 -0.00088742
  0.00010975  0.00184874  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16307838  0.25601833  0.34786893  0.18918898  0.39607827 -0.32749126
  0.04050038  0.68220212  0.39482405]
L2 term: [ 0.00044195  0.00069382  0.00094273  0.00051271  0.00107338 -0.00088751
  0.00010976  0.00184879  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16307405  0.25600857  0.34787125  0.18922057  0.39609042 -0.3275248
  0.04050442  0.68221763  0.39482429]
L2 term: [ 0.00044194  0.00069379  0.00094274  0.00051279  0.00107342 -0.0008876
  0.00010977  0.00184883  0.00106998]
lambda_param: 1
m: 369
theta[1:]: [ 0.16306976  0.25599889  0.34787354  0.18925204  0.39610248 -0.32755817
  0.04050842  0.68223297  0.39482453]
L2 term: [ 0.00044192  0.00069376  0.00094275  0.00051288  0.00107345 -0.00088769
  0.00010978  0.00184887  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.1630655   0.25598929  0.34787581  0.1892834   0.39611445 -0.32759139
  0.04051238  0.68224812  0.39482477]
L2 term: [ 0.00044191  0.00069374  0.00094275  0.00051296  0.00107348 -0.00088778
  0.00010979  0.00184891  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16306127  0.25597976  0.34787804  0.18931465  0.39612633 -0.32762444
  0.04051632  0.6822631   0.394825  ]
L2 term: [ 0.0004419   0.00069371  0.00094276  0.00051305  0.00107351 -0.00088787
  0.0001098   0.00184895  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16305708  0.2559703   0.34788025  0.18934578  0.39613811 -0.32765733
  0.04052022  0.6822779   0.39482524]
L2 term: [ 0.00044189  0.00069369  0.00094276  0.00051313  0.00107355 -0.00088796
  0.00010981  0.00184899  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16305292  0.25596091  0.34788244  0.1893768   0.3961498  -0.32769006
  0.0405241   0.68229253  0.39482546]
L2 term: [ 0.00044188  0.00069366  0.00094277  0.00051322  0.00107358 -0.00088805
  0.00010982  0.00184903  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16304879  0.2559516   0.3478846   0.1894077   0.3961614  -0.32772264
  0.04052794  0.68230699  0.39482569]
L2 term: [ 0.00044187  0.00069364  0.00094278  0.0005133   0.00107361 -0.00088814
  0.00010983  0.00184907  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.1630447   0.25594236  0.34788673  0.18943849  0.39617291 -0.32775506
  0.04053175  0.68232128  0.39482592]
L2 term: [ 0.00044186  0.00069361  0.00094278  0.00051338  0.00107364 -0.00088823
  0.00010984  0.00184911  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16304063  0.25593318  0.34788884  0.18946918  0.39618433 -0.32778732
  0.04053553  0.68233539  0.39482614]
L2 term: [ 0.00044184  0.00069359  0.00094279  0.00051347  0.00107367 -0.00088831
  0.00010985  0.00184915  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.1630366   0.25592408  0.34789092  0.18949975  0.39619567 -0.32781943
  0.04053928  0.68234934  0.39482636]
L2 term: [ 0.00044183  0.00069356  0.00094279  0.00051355  0.0010737  -0.0008884
  0.00010986  0.00184919  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16303261  0.25591505  0.34789297  0.1895302   0.39620691 -0.32785138
  0.04054301  0.68236313  0.39482658]
L2 term: [ 0.00044182  0.00069354  0.0009428   0.00051363  0.00107373 -0.00088849
  0.00010987  0.00184922  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16302864  0.25590609  0.347895    0.18956055  0.39621807 -0.32788318
  0.0405467   0.68237675  0.3948268 ]
L2 term: [ 0.00044181  0.00069351  0.0009428   0.00051371  0.00107376 -0.00088857
  0.00010988  0.00184926  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.1630247   0.25589719  0.34789701  0.18959079  0.39622915 -0.32791483
  0.04055036  0.6823902   0.39482701]
L2 term: [ 0.0004418   0.00069349  0.00094281  0.0005138   0.00107379 -0.00088866
  0.00010989  0.0018493   0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.1630208   0.25588836  0.34789899  0.18962092  0.39624013 -0.32794633
  0.04055399  0.68240349  0.39482722]
L2 term: [ 0.00044179  0.00069346  0.00094282  0.00051388  0.00107382 -0.00088874
  0.0001099   0.00184933  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16301693  0.2558796   0.34790095  0.18965095  0.39625104 -0.32797768
  0.04055759  0.68241662  0.39482743]
L2 term: [ 0.00044178  0.00069344  0.00094282  0.00051396  0.00107385 -0.00088883
  0.00010991  0.00184937  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16301309  0.25587091  0.34790288  0.18968086  0.39626186 -0.32800888
  0.04056117  0.6824296   0.39482764]
L2 term: [ 0.00044177  0.00069342  0.00094283  0.00051404  0.00107388 -0.00088891
  0.00010992  0.0018494   0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16300928  0.25586229  0.34790479  0.18971066  0.39627259 -0.32803993
  0.04056471  0.68244241  0.39482785]
L2 term: [ 0.00044176  0.00069339  0.00094283  0.00051412  0.00107391 -0.000889
  0.00010993  0.00184944  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16300549  0.25585373  0.34790668  0.18974036  0.39628324 -0.32807083
  0.04056823  0.68245507  0.39482805]
L2 term: [ 0.00044175  0.00069337  0.00094284  0.0005142   0.00107394 -0.00088908
  0.00010994  0.00184947  0.00106999]
lambda_param: 1
m: 369
theta[1:]: [ 0.16300174  0.25584524  0.34790854  0.18976995  0.39629381 -0.32810159
  0.04057172  0.68246757  0.39482826]
L2 term: [ 0.00044174  0.00069335  0.00094284  0.00051428  0.00107397 -0.00088916
  0.00010995  0.00184951  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16299802  0.25583681  0.34791038  0.18979944  0.3963043  -0.3281322
  0.04057518  0.68247992  0.39482846]
L2 term: [ 0.00044173  0.00069332  0.00094285  0.00051436  0.001074   -0.00088925
  0.00010996  0.00184954  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16299433  0.25582845  0.34791219  0.18982882  0.39631471 -0.32816266
  0.04057861  0.68249211  0.39482866]
L2 term: [ 0.00044172  0.0006933   0.00094285  0.00051444  0.00107402 -0.00088933
  0.00010997  0.00184957  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16299067  0.25582015  0.34791399  0.18985809  0.39632504 -0.32819298
  0.04058202  0.68250416  0.39482886]
L2 term: [ 0.00044171  0.00069328  0.00094286  0.00051452  0.00107405 -0.00088941
  0.00010998  0.0018496   0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16298704  0.25581191  0.34791576  0.18988726  0.39633529 -0.32822316
  0.04058539  0.68251605  0.39482906]
L2 term: [ 0.0004417   0.00069326  0.00094286  0.0005146   0.00107408 -0.00088949
  0.00010999  0.00184964  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16298344  0.25580374  0.34791751  0.18991632  0.39634546 -0.3282532
  0.04058874  0.68252779  0.39482925]
L2 term: [ 0.00044169  0.00069324  0.00094287  0.00051468  0.00107411 -0.00088958
  0.00011     0.00184967  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16297987  0.25579564  0.34791923  0.18994528  0.39635555 -0.32828309
  0.04059207  0.68253939  0.39482945]
L2 term: [ 0.00044168  0.00069321  0.00094287  0.00051476  0.00107413 -0.00088966
  0.00011001  0.0018497   0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16297632  0.25578759  0.34792094  0.18997414  0.39636556 -0.32831285
  0.04059536  0.68255084  0.39482964]
L2 term: [ 0.00044167  0.00069319  0.00094288  0.00051484  0.00107416 -0.00088974
  0.00011001  0.00184973  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16297281  0.25577961  0.34792262  0.19000289  0.3963755  -0.32834246
  0.04059863  0.68256215  0.39482983]
L2 term: [ 0.00044166  0.00069317  0.00094288  0.00051491  0.00107419 -0.00088982
  0.00011002  0.00184976  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16296932  0.25577169  0.34792428  0.19003154  0.39638536 -0.32837193
  0.04060187  0.68257331  0.39483002]
L2 term: [ 0.00044165  0.00069315  0.00094288  0.00051499  0.00107422 -0.0008899
  0.00011003  0.00184979  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16296586  0.25576383  0.34792592  0.19006009  0.39639514 -0.32840127
  0.04060509  0.68258433  0.39483021]
L2 term: [ 0.00044164  0.00069313  0.00094289  0.00051507  0.00107424 -0.00088998
  0.00011004  0.00184982  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16296243  0.25575603  0.34792754  0.19008853  0.39640485 -0.32843047
  0.04060828  0.68259521  0.3948304 ]
L2 term: [ 0.00044163  0.00069311  0.00094289  0.00051515  0.00107427 -0.00089006
  0.00011005  0.00184985  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16295902  0.25574829  0.34792914  0.19011687  0.39641448 -0.32845953
  0.04061144  0.68260595  0.39483058]
L2 term: [ 0.00044162  0.00069308  0.0009429   0.00051522  0.00107429 -0.00089013
  0.00011006  0.00184988  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16295565  0.25574061  0.34793072  0.19014512  0.39642404 -0.32848846
  0.04061458  0.68261655  0.39483077]
L2 term: [ 0.00044161  0.00069306  0.0009429   0.0005153   0.00107432 -0.00089021
  0.00011007  0.00184991  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.1629523   0.25573299  0.34793228  0.19017326  0.39643353 -0.32851725
  0.04061769  0.68262702  0.39483095]
L2 term: [ 0.00044161  0.00069304  0.00094291  0.00051537  0.00107435 -0.00089029
  0.00011008  0.00184994  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16294898  0.25572543  0.34793382  0.1902013   0.39644295 -0.32854591
  0.04062078  0.68263734  0.39483114]
L2 term: [ 0.0004416   0.00069302  0.00094291  0.00051545  0.00107437 -0.00089037
  0.00011008  0.00184997  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16294568  0.25571793  0.34793533  0.19022924  0.39645229 -0.32857443
  0.04062384  0.68264753  0.39483132]
L2 term: [ 0.00044159  0.000693    0.00094291  0.00051553  0.0010744  -0.00089045
  0.00011009  0.00184999  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16294242  0.25571048  0.34793683  0.19025708  0.39646156 -0.32860282
  0.04062688  0.68265759  0.3948315 ]
L2 term: [ 0.00044158  0.00069298  0.00094292  0.0005156   0.00107442 -0.00089052
  0.0001101   0.00185002  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16293917  0.2557031   0.34793831  0.19028483  0.39647076 -0.32863108
  0.04062989  0.68266752  0.39483168]
L2 term: [ 0.00044157  0.00069296  0.00094292  0.00051568  0.00107445 -0.0008906
  0.00011011  0.00185005  0.00107   ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16293596  0.25569577  0.34793977  0.19031247  0.39647988 -0.32865921
  0.04063288  0.68267731  0.39483186]
L2 term: [ 0.00044156  0.00069294  0.00094293  0.00051575  0.00107447 -0.00089068
  0.00011012  0.00185007  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16293277  0.2556885   0.34794121  0.19034002  0.39648894 -0.32868721
  0.04063584  0.68268697  0.39483204]
L2 term: [ 0.00044155  0.00069292  0.00094293  0.00051583  0.0010745  -0.00089075
  0.00011012  0.0018501   0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16292961  0.25568128  0.34794263  0.19036747  0.39649793 -0.32871508
  0.04063878  0.68269651  0.39483221]
L2 term: [ 0.00044154  0.0006929   0.00094293  0.0005159   0.00107452 -0.00089083
  0.00011013  0.00185013  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16292647  0.25567413  0.34794403  0.19039482  0.39650685 -0.32874282
  0.04064169  0.68270591  0.39483239]
L2 term: [ 0.00044154  0.00069288  0.00094294  0.00051598  0.00107454 -0.0008909
  0.00011014  0.00185015  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16292336  0.25566702  0.34794541  0.19042207  0.3965157  -0.32877043
  0.04064458  0.68271519  0.39483256]
L2 term: [ 0.00044153  0.00069286  0.00094294  0.00051605  0.00107457 -0.00089098
  0.00011015  0.00185018  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16292028  0.25565998  0.34794677  0.19044923  0.39652449 -0.32879792
  0.04064744  0.68272434  0.39483274]
L2 term: [ 0.00044152  0.00069285  0.00094295  0.00051612  0.00107459 -0.00089105
  0.00011016  0.0018502   0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16291722  0.25565298  0.34794812  0.1904763   0.3965332  -0.32882527
  0.04065029  0.68273337  0.39483291]
L2 term: [ 0.00044151  0.00069283  0.00094295  0.0005162   0.00107462 -0.00089113
  0.00011016  0.00185023  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16291418  0.25564605  0.34794944  0.19050326  0.39654185 -0.32885251
  0.04065311  0.68274227  0.39483308]
L2 term: [ 0.0004415   0.00069281  0.00094295  0.00051627  0.00107464 -0.0008912
  0.00011017  0.00185025  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16291117  0.25563916  0.34795075  0.19053013  0.39655044 -0.32887961
  0.0406559   0.68275105  0.39483326]
L2 term: [ 0.00044149  0.00069279  0.00094296  0.00051634  0.00107466 -0.00089127
  0.00011018  0.00185027  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16290819  0.25563233  0.34795204  0.19055691  0.39655895 -0.3289066
  0.04065867  0.68275971  0.39483343]
L2 term: [ 0.00044149  0.00069277  0.00094296  0.00051641  0.00107469 -0.00089135
  0.00011019  0.0018503   0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16290523  0.25562556  0.34795332  0.19058359  0.39656741 -0.32893346
  0.04066142  0.68276825  0.3948336 ]
L2 term: [ 0.00044148  0.00069275  0.00094296  0.00051649  0.00107471 -0.00089142
  0.00011019  0.00185032  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16290229  0.25561883  0.34795457  0.19061018  0.3965758  -0.32896019
  0.04066415  0.68277667  0.39483377]
L2 term: [ 0.00044147  0.00069273  0.00094297  0.00051656  0.00107473 -0.00089149
  0.0001102   0.00185034  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16289938  0.25561216  0.34795581  0.19063667  0.39658412 -0.32898681
  0.04066685  0.68278497  0.39483394]
L2 term: [ 0.00044146  0.00069272  0.00094297  0.00051663  0.00107475 -0.00089156
  0.00011021  0.00185037  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16289649  0.25560554  0.34795703  0.19066307  0.39659238 -0.3290133
  0.04066953  0.68279315  0.3948341 ]
L2 term: [ 0.00044145  0.0006927   0.00094297  0.0005167   0.00107478 -0.00089163
  0.00011022  0.00185039  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16289363  0.25559898  0.34795824  0.19068938  0.39660058 -0.32903967
  0.04067219  0.68280122  0.39483427]
L2 term: [ 0.00044145  0.00069268  0.00094298  0.00051677  0.0010748  -0.00089171
  0.00011022  0.00185041  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16289079  0.25559246  0.34795943  0.1907156   0.39660871 -0.32906592
  0.04067483  0.68280917  0.39483444]
L2 term: [ 0.00044144  0.00069266  0.00094298  0.00051684  0.00107482 -0.00089178
  0.00011023  0.00185043  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16288798  0.255586    0.3479606   0.19074172  0.39661678 -0.32909205
  0.04067744  0.68281701  0.3948346 ]
L2 term: [ 0.00044143  0.00069264  0.00094298  0.00051692  0.00107484 -0.00089185
  0.00011024  0.00185045  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16288518  0.25557958  0.34796175  0.19076775  0.39662479 -0.32911807
  0.04068004  0.68282473  0.39483477]
L2 term: [ 0.00044142  0.00069263  0.00094299  0.00051699  0.00107486 -0.00089192
  0.00011024  0.00185047  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16288241  0.25557322  0.34796289  0.19079369  0.39663274 -0.32914396
  0.04068261  0.68283234  0.39483494]
L2 term: [ 0.00044142  0.00069261  0.00094299  0.00051706  0.00107489 -0.00089199
  0.00011025  0.00185049  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16287967  0.25556691  0.34796401  0.19081954  0.39664063 -0.32916974
  0.04068516  0.68283984  0.3948351 ]
L2 term: [ 0.00044141  0.00069259  0.00094299  0.00051713  0.00107491 -0.00089206
  0.00011026  0.00185051  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16287694  0.25556065  0.34796512  0.1908453   0.39664846 -0.3291954
  0.04068769  0.68284723  0.39483527]
L2 term: [ 0.0004414   0.00069258  0.00094299  0.0005172   0.00107493 -0.00089213
  0.00011026  0.00185053  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16287424  0.25555443  0.34796621  0.19087097  0.39665623 -0.32922095
  0.04069019  0.68285452  0.39483543]
L2 term: [ 0.00044139  0.00069256  0.000943    0.00051727  0.00107495 -0.0008922
  0.00011027  0.00185055  0.00107001]
lambda_param: 1
m: 369
theta[1:]: [ 0.16287157  0.25554827  0.34796728  0.19089655  0.39666394 -0.32924637
  0.04069268  0.68286169  0.39483559]
L2 term: [ 0.00044139  0.00069254  0.000943    0.00051733  0.00107497 -0.00089227
  0.00011028  0.00185057  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16286891  0.25554215  0.34796834  0.19092204  0.39667159 -0.32927169
  0.04069515  0.68286875  0.39483576]
L2 term: [ 0.00044138  0.00069253  0.000943    0.0005174   0.00107499 -0.00089234
  0.00011028  0.00185059  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16286628  0.25553608  0.34796938  0.19094744  0.39667918 -0.32929689
  0.04069759  0.68287571  0.39483592]
L2 term: [ 0.00044137  0.00069251  0.00094301  0.00051747  0.00107501 -0.0008924
  0.00011029  0.00185061  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16286366  0.25553006  0.34797041  0.19097275  0.39668672 -0.32932198
  0.04070001  0.68288257  0.39483608]
L2 term: [ 0.00044136  0.00069249  0.00094301  0.00051754  0.00107503 -0.00089247
  0.0001103   0.00185063  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16286108  0.25552409  0.34797142  0.19099797  0.3966942  -0.32934695
  0.04070242  0.68288931  0.39483624]
L2 term: [ 0.00044136  0.00069248  0.00094301  0.00051761  0.00107505 -0.00089254
  0.0001103   0.00185065  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16285851  0.25551816  0.34797242  0.19102311  0.39670162 -0.32937181
  0.0407048   0.68289596  0.3948364 ]
L2 term: [ 0.00044135  0.00069246  0.00094301  0.00051768  0.00107507 -0.00089261
  0.00011031  0.00185067  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16285596  0.25551228  0.3479734   0.19104816  0.39670898 -0.32939657
  0.04070716  0.6829025   0.39483656]
L2 term: [ 0.00044134  0.00069245  0.00094302  0.00051775  0.00107509 -0.00089267
  0.00011032  0.00185068  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16285344  0.25550645  0.34797437  0.19107312  0.39671629 -0.3294212
  0.04070951  0.68290894  0.39483672]
L2 term: [ 0.00044134  0.00069243  0.00094302  0.00051781  0.00107511 -0.00089274
  0.00011032  0.0018507   0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16285093  0.25550066  0.34797532  0.19109799  0.39672354 -0.32944573
  0.04071183  0.68291528  0.39483688]
L2 term: [ 0.00044133  0.00069241  0.00094302  0.00051788  0.00107513 -0.00089281
  0.00011033  0.00185072  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16284845  0.25549492  0.34797626  0.19112278  0.39673074 -0.32947015
  0.04071413  0.68292152  0.39483704]
L2 term: [ 0.00044132  0.0006924   0.00094303  0.00051795  0.00107515 -0.00089287
  0.00011034  0.00185074  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16284599  0.25548923  0.34797719  0.19114748  0.39673788 -0.32949447
  0.04071642  0.68292766  0.3948372 ]
L2 term: [ 0.00044132  0.00069238  0.00094303  0.00051801  0.00107517 -0.00089294
  0.00011034  0.00185075  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16284355  0.25548358  0.3479781   0.19117209  0.39674497 -0.32951867
  0.04071868  0.68293371  0.39483736]
L2 term: [ 0.00044131  0.00069237  0.00094303  0.00051808  0.00107519 -0.000893
  0.00011035  0.00185077  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16284113  0.25547797  0.34797899  0.19119662  0.396752   -0.32954276
  0.04072093  0.68293965  0.39483752]
L2 term: [ 0.0004413   0.00069235  0.00094303  0.00051815  0.00107521 -0.00089307
  0.00011035  0.00185078  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16283873  0.25547241  0.34797987  0.19122107  0.39675898 -0.32956675
  0.04072316  0.6829455   0.39483768]
L2 term: [ 0.0004413   0.00069234  0.00094303  0.00051821  0.00107523 -0.00089313
  0.00011036  0.0018508   0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16283635  0.2554669   0.34798074  0.19124542  0.39676591 -0.32959063
  0.04072536  0.68295126  0.39483784]
L2 term: [ 0.00044129  0.00069232  0.00094304  0.00051828  0.00107525 -0.0008932
  0.00011037  0.00185082  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.162834    0.25546142  0.3479816   0.1912697   0.39677279 -0.32961441
  0.04072755  0.68295692  0.394838  ]
L2 term: [ 0.00044128  0.00069231  0.00094304  0.00051835  0.00107527 -0.00089326
  0.00011037  0.00185083  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16283166  0.25545599  0.34798244  0.19129389  0.39677961 -0.32963808
  0.04072972  0.68296248  0.39483816]
L2 term: [ 0.00044128  0.00069229  0.00094304  0.00051841  0.00107528 -0.00089333
  0.00011038  0.00185085  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16282934  0.25545061  0.34798327  0.191318    0.39678638 -0.32966164
  0.04073187  0.68296796  0.39483832]
L2 term: [ 0.00044127  0.00069228  0.00094304  0.00051848  0.0010753  -0.00089339
  0.00011038  0.00185086  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16282704  0.25544526  0.34798408  0.19134202  0.3967931  -0.3296851
  0.04073401  0.68297334  0.39483847]
L2 term: [ 0.00044127  0.00069226  0.00094305  0.00051854  0.00107532 -0.00089346
  0.00011039  0.00185088  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16282476  0.25543996  0.34798489  0.19136596  0.39679977 -0.32970846
  0.04073612  0.68297863  0.39483863]
L2 term: [ 0.00044126  0.00069225  0.00094305  0.00051861  0.00107534 -0.00089352
  0.0001104   0.00185089  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.1628225   0.2554347   0.34798568  0.19138982  0.39680639 -0.32973171
  0.04073822  0.68298382  0.39483879]
L2 term: [ 0.00044125  0.00069223  0.00094305  0.00051867  0.00107536 -0.00089358
  0.0001104   0.0018509   0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16282026  0.25542949  0.34798645  0.1914136   0.39681295 -0.32975486
  0.0407403   0.68298893  0.39483895]
L2 term: [ 0.00044125  0.00069222  0.00094305  0.00051874  0.00107537 -0.00089364
  0.00011041  0.00185092  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16281804  0.25542431  0.34798721  0.19143729  0.39681947 -0.32977791
  0.04074236  0.68299395  0.3948391 ]
L2 term: [ 0.00044124  0.00069221  0.00094305  0.0005188   0.00107539 -0.00089371
  0.00011041  0.00185093  0.00107002]
lambda_param: 1
m: 369
theta[1:]: [ 0.16281584  0.25541918  0.34798797  0.1914609   0.39682594 -0.32980086
  0.0407444   0.68299889  0.39483926]
L2 term: [ 0.00044124  0.00069219  0.00094306  0.00051886  0.00107541 -0.00089377
  0.00011042  0.00185095  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16281366  0.25541409  0.3479887   0.19148443  0.39683236 -0.32982371
  0.04074643  0.68300373  0.39483942]
L2 term: [ 0.00044123  0.00069218  0.00094306  0.00051893  0.00107543 -0.00089383
  0.00011042  0.00185096  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.1628115   0.25540904  0.34798943  0.19150788  0.39683873 -0.32984646
  0.04074843  0.68300849  0.39483957]
L2 term: [ 0.00044122  0.00069217  0.00094306  0.00051899  0.00107544 -0.00089389
  0.00011043  0.00185097  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16280935  0.25540402  0.34799014  0.19153125  0.39684505 -0.3298691
  0.04075042  0.68301317  0.39483973]
L2 term: [ 0.00044122  0.00069215  0.00094306  0.00051905  0.00107546 -0.00089395
  0.00011043  0.00185098  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16280722  0.25539905  0.34799085  0.19155454  0.39685133 -0.32989165
  0.0407524   0.68301776  0.39483989]
L2 term: [ 0.00044121  0.00069214  0.00094306  0.00051912  0.00107548 -0.00089402
  0.00011044  0.001851    0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16280512  0.25539412  0.34799154  0.19157775  0.39685756 -0.3299141
  0.04075435  0.68302226  0.39484005]
L2 term: [ 0.00044121  0.00069212  0.00094307  0.00051918  0.00107549 -0.00089408
  0.00011045  0.00185101  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16280303  0.25538923  0.34799221  0.19160088  0.39686374 -0.32993645
  0.04075629  0.68302668  0.3948402 ]
L2 term: [ 0.0004412   0.00069211  0.00094307  0.00051924  0.00107551 -0.00089414
  0.00011045  0.00185102  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16280095  0.25538438  0.34799288  0.19162393  0.39686987 -0.32995871
  0.04075822  0.68303102  0.39484036]
L2 term: [ 0.00044119  0.0006921   0.00094307  0.00051931  0.00107553 -0.0008942
  0.00011046  0.00185103  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.1627989   0.25537956  0.34799354  0.1916469   0.39687596 -0.32998087
  0.04076012  0.68303528  0.39484052]
L2 term: [ 0.00044119  0.00069209  0.00094307  0.00051937  0.00107554 -0.00089426
  0.00011046  0.00185104  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16279686  0.25537479  0.34799418  0.19166979  0.396882   -0.33000293
  0.04076201  0.68303946  0.39484067]
L2 term: [ 0.00044118  0.00069207  0.00094307  0.00051943  0.00107556 -0.00089432
  0.00011047  0.00185106  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16279485  0.25537005  0.34799481  0.19169261  0.39688799 -0.33002489
  0.04076389  0.68304355  0.39484083]
L2 term: [ 0.00044118  0.00069206  0.00094308  0.00051949  0.00107558 -0.00089438
  0.00011047  0.00185107  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16279285  0.25536535  0.34799543  0.19171534  0.39689394 -0.33004676
  0.04076574  0.68304757  0.39484098]
L2 term: [ 0.00044117  0.00069205  0.00094308  0.00051955  0.00107559 -0.00089444
  0.00011048  0.00185108  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16279086  0.25536069  0.34799604  0.191738    0.39689985 -0.33006854
  0.04076758  0.68305151  0.39484114]
L2 term: [ 0.00044117  0.00069203  0.00094308  0.00051962  0.00107561 -0.00089449
  0.00011048  0.00185109  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.1627889   0.25535607  0.34799664  0.19176058  0.39690571 -0.33009022
  0.04076941  0.68305537  0.3948413 ]
L2 term: [ 0.00044116  0.00069202  0.00094308  0.00051968  0.00107563 -0.00089455
  0.00011049  0.0018511   0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16278695  0.25535148  0.34799723  0.19178308  0.39691152 -0.3301118
  0.04077122  0.68305915  0.39484145]
L2 term: [ 0.00044116  0.00069201  0.00094308  0.00051974  0.00107564 -0.00089461
  0.00011049  0.00185111  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16278502  0.25534693  0.3479978   0.19180551  0.3969173  -0.3301333
  0.04077301  0.68306286  0.39484161]
L2 term: [ 0.00044115  0.000692    0.00094308  0.0005198   0.00107566 -0.00089467
  0.0001105   0.00185112  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.1627831   0.25534242  0.34799837  0.19182786  0.39692302 -0.3301547
  0.04077478  0.68306649  0.39484177]
L2 term: [ 0.00044115  0.00069198  0.00094309  0.00051986  0.00107567 -0.00089473
  0.0001105   0.00185113  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.1627812   0.25533794  0.34799892  0.19185013  0.39692871 -0.33017601
  0.04077655  0.68307004  0.39484192]
L2 term: [ 0.00044114  0.00069197  0.00094309  0.00051992  0.00107569 -0.00089479
  0.00011051  0.00185114  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16277932  0.2553335   0.34799947  0.19187233  0.39693435 -0.33019722
  0.04077829  0.68307353  0.39484208]
L2 term: [ 0.00044114  0.00069196  0.00094309  0.00051998  0.0010757  -0.00089484
  0.00011051  0.00185115  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16277746  0.2553291   0.348       0.19189445  0.39693995 -0.33021835
  0.04078002  0.68307693  0.39484224]
L2 term: [ 0.00044113  0.00069195  0.00094309  0.00052004  0.00107572 -0.0008949
  0.00011051  0.00185116  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16277561  0.25532473  0.34800053  0.1919165   0.39694551 -0.33023938
  0.04078174  0.68308027  0.39484239]
L2 term: [ 0.00044113  0.00069194  0.00094309  0.0005201   0.00107573 -0.00089496
  0.00011052  0.00185117  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16277378  0.25532039  0.34800104  0.19193847  0.39695103 -0.33026033
  0.04078344  0.68308353  0.39484255]
L2 term: [ 0.00044112  0.00069193  0.00094309  0.00052016  0.00107575 -0.00089501
  0.00011052  0.00185117  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16277196  0.2553161   0.34800154  0.19196037  0.3969565  -0.33028118
  0.04078512  0.68308672  0.39484271]
L2 term: [ 0.00044112  0.00069191  0.00094309  0.00052022  0.00107576 -0.00089507
  0.00011053  0.00185118  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16277016  0.25531183  0.34800204  0.19198219  0.39696193 -0.33030195
  0.04078679  0.68308984  0.39484287]
L2 term: [ 0.00044111  0.0006919   0.00094309  0.00052028  0.00107578 -0.00089513
  0.00011053  0.00185119  0.00107003]
lambda_param: 1
m: 369
theta[1:]: [ 0.16276838  0.2553076   0.34800252  0.19200394  0.39696733 -0.33032263
  0.04078845  0.68309289  0.39484302]
L2 term: [ 0.00044111  0.00069189  0.0009431   0.00052034  0.00107579 -0.00089518
  0.00011054  0.0018512   0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.16276661  0.25530341  0.34800299  0.19202561  0.39697268 -0.33034321
  0.04079009  0.68309587  0.39484318]
L2 term: [ 0.0004411   0.00069188  0.0009431   0.00052039  0.00107581 -0.00089524
  0.00011054  0.00185121  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.16276486  0.25529925  0.34800346  0.19204721  0.39697799 -0.33036371
  0.04079172  0.68309878  0.39484334]
L2 term: [ 0.0004411   0.00069187  0.0009431   0.00052045  0.00107582 -0.00089529
  0.00011055  0.00185122  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.16276313  0.25529512  0.34800391  0.19206874  0.39698326 -0.33038413
  0.04079333  0.68310162  0.39484349]
L2 term: [ 0.00044109  0.00069186  0.0009431   0.00052051  0.00107584 -0.00089535
  0.00011055  0.00185122  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.1627614   0.25529103  0.34800436  0.1920902   0.39698849 -0.33040445
  0.04079492  0.68310439  0.39484365]
L2 term: [ 0.00044109  0.00069185  0.0009431   0.00052057  0.00107585 -0.00089541
  0.00011056  0.00185123  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.1627597   0.25528697  0.34800479  0.19211158  0.39699368 -0.33042469
  0.04079651  0.6831071   0.39484381]
L2 term: [ 0.00044108  0.00069183  0.0009431   0.00052063  0.00107586 -0.00089546
  0.00011056  0.00185124  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.16275801  0.25528294  0.34800522  0.19213289  0.39699884 -0.33044485
  0.04079808  0.68310974  0.39484397]
L2 term: [ 0.00044108  0.00069182  0.0009431   0.00052069  0.00107588 -0.00089551
  0.00011056  0.00185125  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.16275633  0.25527895  0.34800564  0.19215413  0.39700395 -0.33046492
  0.04079963  0.68311232  0.39484412]
L2 term: [ 0.00044107  0.00069181  0.0009431   0.00052074  0.00107589 -0.00089557
  0.00011057  0.00185125  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.16275467  0.25527499  0.34800604  0.19217529  0.39700903 -0.3304849
  0.04080117  0.68311483  0.39484428]
L2 term: [ 0.00044107  0.0006918   0.00094311  0.0005208   0.00107591 -0.00089562
  0.00011057  0.00185126  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.16275303  0.25527106  0.34800644  0.19219639  0.39701406 -0.3305048
  0.0408027   0.68311727  0.39484444]
L2 term: [ 0.00044107  0.00069179  0.00094311  0.00052086  0.00107592 -0.00089568
  0.00011058  0.00185127  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.1627514   0.25526716  0.34800683  0.19221741  0.39701906 -0.33052461
  0.04080421  0.68311965  0.3948446 ]
L2 term: [ 0.00044106  0.00069178  0.00094311  0.00052091  0.00107593 -0.00089573
  0.00011058  0.00185127  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.16274978  0.25526329  0.34800721  0.19223836  0.39702403 -0.33054434
  0.04080571  0.68312197  0.39484476]
L2 term: [ 0.00044106  0.00069177  0.00094311  0.00052097  0.00107595 -0.00089578
  0.00011058  0.00185128  0.00107004]
lambda_param: 1
m: 369
theta[1:]: [ 0.16274818  0.25525946  0.34800758  0.19225925  0.39702895 -0.33056399
  0.0408072   0.68312422  0.39484492]
L2 term: [ 0.00044105  0.00069176  0.00094311  0.00052103  0.00107596 -0.00089584
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lambda_param: 1
m: 369
theta[1:]: [ 0.1627466   0.25525566  0.34800795  0.19228006  0.39703384 -0.33058356
  0.04080867  0.68312642  0.39484507]
L2 term: [ 0.00044105  0.00069175  0.00094311  0.00052108  0.00107597 -0.00089589
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lambda_param: 1
m: 369
theta[1:]: [ 0.16274502  0.25525189  0.3480083   0.1923008   0.39703869 -0.33060304
  0.04081013  0.68312855  0.39484523]
L2 term: [ 0.00044104  0.00069174  0.00094311  0.00052114  0.00107599 -0.00089594
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lambda_param: 1
m: 369
theta[1:]: [ 0.16274347  0.25524815  0.34800865  0.19232147  0.39704351 -0.33062244
  0.04081158  0.68313062  0.39484539]
L2 term: [ 0.00044104  0.00069173  0.00094311  0.0005212   0.001076   -0.000896
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lambda_param: 1
m: 369
theta[1:]: [ 0.16274192  0.25524444  0.34800899  0.19234207  0.39704829 -0.33064176
  0.04081301  0.68313263  0.39484555]
L2 term: [ 0.00044104  0.00069172  0.00094311  0.00052125  0.00107601 -0.00089605
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lambda_param: 1
m: 369
theta[1:]: [ 0.16274039  0.25524076  0.34800932  0.19236261  0.39705303 -0.330661
  0.04081443  0.68313458  0.39484571]
L2 term: [ 0.00044103  0.00069171  0.00094311  0.00052131  0.00107602 -0.0008961
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lambda_param: 1
m: 369
theta[1:]: [ 0.16273888  0.25523711  0.34800964  0.19238307  0.39705774 -0.33068016
  0.04081584  0.68313647  0.39484587]
L2 term: [ 0.00044103  0.0006917   0.00094312  0.00052136  0.00107604 -0.00089615
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lambda_param: 1
m: 369
theta[1:]: [ 0.16273738  0.25523349  0.34800995  0.19240347  0.39706241 -0.33069923
  0.04081724  0.6831383   0.39484603]
L2 term: [ 0.00044102  0.00069169  0.00094312  0.00052142  0.00107605 -0.0008962
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lambda_param: 1
m: 369
theta[1:]: [ 0.16273589  0.2552299   0.34801026  0.19242379  0.39706704 -0.33071823
  0.04081862  0.68314008  0.39484619]
L2 term: [ 0.00044102  0.00069168  0.00094312  0.00052147  0.00107606 -0.00089626
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lambda_param: 1
m: 369
theta[1:]: [ 0.16273441  0.25522634  0.34801055  0.19244405  0.39707165 -0.33073715
  0.04081999  0.68314179  0.39484635]
L2 term: [ 0.00044101  0.00069167  0.00094312  0.00052153  0.00107607 -0.00089631
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lambda_param: 1
m: 369
theta[1:]: [ 0.16273295  0.25522281  0.34801084  0.19246424  0.39707622 -0.33075599
  0.04082135  0.68314345  0.39484651]
L2 term: [ 0.00044101  0.00069166  0.00094312  0.00052158  0.00107609 -0.00089636
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lambda_param: 1
m: 369
theta[1:]: [ 0.16273151  0.25521931  0.34801112  0.19248436  0.39708075 -0.33077475
  0.04082269  0.68314506  0.39484667]
L2 term: [ 0.00044101  0.00069165  0.00094312  0.00052164  0.0010761  -0.00089641
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lambda_param: 1
m: 369
theta[1:]: [ 0.16273007  0.25521584  0.3480114   0.19250442  0.39708525 -0.33079343
  0.04082402  0.68314661  0.39484683]
L2 term: [ 0.000441    0.00069164  0.00094312  0.00052169  0.00107611 -0.00089646
  0.00011063  0.00185135  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16272865  0.25521239  0.34801166  0.19252441  0.39708972 -0.33081204
  0.04082534  0.6831481   0.39484699]
L2 term: [ 0.000441    0.00069163  0.00094312  0.00052175  0.00107612 -0.00089651
  0.00011064  0.00185135  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16272724  0.25520898  0.34801192  0.19254433  0.39709415 -0.33083057
  0.04082665  0.68314954  0.39484715]
L2 term: [ 0.000441    0.00069162  0.00094312  0.0005218   0.00107614 -0.00089656
  0.00011064  0.00185135  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16272585  0.25520559  0.34801217  0.19256419  0.39709855 -0.33084902
  0.04082795  0.68315092  0.39484731]
L2 term: [ 0.00044099  0.00069161  0.00094312  0.00052185  0.00107615 -0.00089661
  0.00011064  0.00185136  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16272446  0.25520223  0.34801241  0.19258398  0.39710291 -0.33086739
  0.04082923  0.68315225  0.39484747]
L2 term: [ 0.00044099  0.0006916   0.00094312  0.00052191  0.00107616 -0.00089666
  0.00011065  0.00185136  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.1627231   0.2551989   0.34801265  0.1926037   0.39710725 -0.33088569
  0.04083051  0.68315352  0.39484763]
L2 term: [ 0.00044098  0.0006916   0.00094312  0.00052196  0.00107617 -0.00089671
  0.00011065  0.00185136  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16272174  0.25519559  0.34801288  0.19262336  0.39711155 -0.33090391
  0.04083177  0.68315475  0.39484779]
L2 term: [ 0.00044098  0.00069159  0.00094312  0.00052201  0.00107618 -0.00089676
  0.00011066  0.00185137  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.1627204   0.25519232  0.3480131   0.19264295  0.39711582 -0.33092206
  0.04083302  0.68315592  0.39484795]
L2 term: [ 0.00044098  0.00069158  0.00094312  0.00052207  0.00107619 -0.00089681
  0.00011066  0.00185137  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16271906  0.25518907  0.34801331  0.19266247  0.39712006 -0.33094013
  0.04083425  0.68315704  0.39484812]
L2 term: [ 0.00044097  0.00069157  0.00094313  0.00052212  0.00107621 -0.00089686
  0.00011066  0.00185137  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16271775  0.25518584  0.34801352  0.19268194  0.39712426 -0.33095813
  0.04083548  0.68315811  0.39484828]
L2 term: [ 0.00044097  0.00069156  0.00094313  0.00052217  0.00107622 -0.00089691
  0.00011067  0.00185138  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16271644  0.25518265  0.34801372  0.19270133  0.39712844 -0.33097605
  0.04083669  0.68315913  0.39484844]
L2 term: [ 0.00044097  0.00069155  0.00094313  0.00052223  0.00107623 -0.00089695
  0.00011067  0.00185138  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16271514  0.25517948  0.34801391  0.19272066  0.39713258 -0.33099391
  0.0408379   0.6831601   0.3948486 ]
L2 term: [ 0.00044096  0.00069154  0.00094313  0.00052228  0.00107624 -0.000897
  0.00011067  0.00185138  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16271386  0.25517634  0.3480141   0.19273993  0.39713669 -0.33101168
  0.04083909  0.68316102  0.39484876]
L2 term: [ 0.00044096  0.00069153  0.00094313  0.00052233  0.00107625 -0.00089705
  0.00011068  0.00185138  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16271259  0.25517322  0.34801428  0.19275914  0.39714078 -0.33102939
  0.04084027  0.68316188  0.39484893]
L2 term: [ 0.00044096  0.00069153  0.00094313  0.00052238  0.00107626 -0.0008971
  0.00011068  0.00185139  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16271133  0.25517013  0.34801445  0.19277828  0.39714483 -0.33104702
  0.04084144  0.68316271  0.39484909]
L2 term: [ 0.00044095  0.00069152  0.00094313  0.00052243  0.00107627 -0.00089715
  0.00011068  0.00185139  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16271009  0.25516706  0.34801462  0.19279735  0.39714885 -0.33106458
  0.0408426   0.68316348  0.39484925]
L2 term: [ 0.00044095  0.00069151  0.00094313  0.00052249  0.00107628 -0.00089719
  0.00011068  0.00185139  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16270885  0.25516403  0.34801478  0.19281637  0.39715284 -0.33108207
  0.04084375  0.6831642   0.39484941]
L2 term: [ 0.00044095  0.0006915   0.00094313  0.00052254  0.00107629 -0.00089724
  0.00011069  0.00185139  0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16270763  0.25516101  0.34801493  0.19283532  0.3971568  -0.33109948
  0.04084489  0.68316488  0.39484958]
L2 term: [ 0.00044094  0.00069149  0.00094313  0.00052259  0.00107631 -0.00089729
  0.00011069  0.0018514   0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16270642  0.25515802  0.34801508  0.1928542   0.39716073 -0.33111683
  0.04084601  0.68316551  0.39484974]
L2 term: [ 0.00044094  0.00069149  0.00094313  0.00052264  0.00107632 -0.00089734
  0.00011069  0.0018514   0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16270522  0.25515506  0.34801522  0.19287303  0.39716464 -0.3311341
  0.04084713  0.6831661   0.39484991]
L2 term: [ 0.00044094  0.00069148  0.00094313  0.00052269  0.00107633 -0.00089738
  0.0001107   0.0018514   0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16270403  0.25515212  0.34801535  0.19289179  0.39716851 -0.33115131
  0.04084824  0.68316664  0.39485007]
L2 term: [ 0.00044093  0.00069147  0.00094313  0.00052274  0.00107634 -0.00089743
  0.0001107   0.0018514   0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16270285  0.25514921  0.34801548  0.19291049  0.39717235 -0.33116844
  0.04084933  0.68316713  0.39485023]
L2 term: [ 0.00044093  0.00069146  0.00094313  0.00052279  0.00107635 -0.00089748
  0.0001107   0.0018514   0.00107005]
lambda_param: 1
m: 369
theta[1:]: [ 0.16270169  0.25514632  0.3480156   0.19292913  0.39717617 -0.3311855
  0.04085042  0.68316758  0.3948504 ]
L2 term: [ 0.00044093  0.00069145  0.00094313  0.00052284  0.00107636 -0.00089752
  0.00011071  0.0018514   0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16270053  0.25514345  0.34801572  0.19294771  0.39717996 -0.3312025
  0.04085149  0.68316799  0.39485056]
L2 term: [ 0.00044092  0.00069145  0.00094313  0.00052289  0.00107637 -0.00089757
  0.00011071  0.0018514   0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16269939  0.25514061  0.34801582  0.19296622  0.39718372 -0.33121943
  0.04085256  0.68316835  0.39485073]
L2 term: [ 0.00044092  0.00069144  0.00094313  0.00052294  0.00107638 -0.00089761
  0.00011071  0.0018514   0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16269826  0.25513779  0.34801593  0.19298468  0.39718745 -0.33123628
  0.04085361  0.68316866  0.39485089]
L2 term: [ 0.00044092  0.00069143  0.00094313  0.00052299  0.00107639 -0.00089766
  0.00011071  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16269713  0.255135    0.34801603  0.19300307  0.39719115 -0.33125307
  0.04085465  0.68316894  0.39485106]
L2 term: [ 0.00044091  0.00069142  0.00094313  0.00052304  0.0010764  -0.0008977
  0.00011072  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16269602  0.25513222  0.34801612  0.1930214   0.39719483 -0.3312698
  0.04085569  0.68316917  0.39485122]
L2 term: [ 0.00044091  0.00069142  0.00094313  0.00052309  0.00107641 -0.00089775
  0.00011072  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16269492  0.25512948  0.3480162   0.19303968  0.39719848 -0.33128645
  0.04085671  0.68316936  0.39485139]
L2 term: [ 0.00044091  0.00069141  0.00094313  0.00052314  0.00107642 -0.0008978
  0.00011072  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16269383  0.25512675  0.34801628  0.19305789  0.3972021  -0.33130304
  0.04085773  0.68316951  0.39485155]
L2 term: [ 0.0004409   0.0006914   0.00094313  0.00052319  0.00107643 -0.00089784
  0.00011073  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16269275  0.25512405  0.34801636  0.19307604  0.39720569 -0.33131956
  0.04085873  0.68316961  0.39485172]
L2 term: [ 0.0004409   0.00069139  0.00094313  0.00052324  0.00107644 -0.00089788
  0.00011073  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16269168  0.25512137  0.34801643  0.19309413  0.39720926 -0.33133601
  0.04085973  0.68316968  0.39485188]
L2 term: [ 0.0004409   0.00069139  0.00094313  0.00052329  0.00107645 -0.00089793
  0.00011073  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16269063  0.25511872  0.34801649  0.19311217  0.3972128  -0.3313524
  0.04086071  0.6831697   0.39485205]
L2 term: [ 0.0004409   0.00069138  0.00094313  0.00052334  0.00107646 -0.00089797
  0.00011073  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16268958  0.25511608  0.34801655  0.19313014  0.39721632 -0.33136872
  0.04086169  0.68316969  0.39485222]
L2 term: [ 0.00044089  0.00069137  0.00094313  0.00052339  0.00107647 -0.00089802
  0.00011074  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16268854  0.25511347  0.3480166   0.19314806  0.39721981 -0.33138498
  0.04086266  0.68316964  0.39485238]
L2 term: [ 0.00044089  0.00069136  0.00094313  0.00052344  0.00107648 -0.00089806
  0.00011074  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16268751  0.25511088  0.34801665  0.19316591  0.39722327 -0.33140117
  0.04086361  0.68316954  0.39485255]
L2 term: [ 0.00044089  0.00069136  0.00094313  0.00052348  0.00107649 -0.00089811
  0.00011074  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626865   0.25510832  0.34801669  0.19318371  0.39722671 -0.33141729
  0.04086456  0.68316941  0.39485272]
L2 term: [ 0.00044088  0.00069135  0.00094313  0.00052353  0.0010765  -0.00089815
  0.00011074  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16268549  0.25510577  0.34801672  0.19320145  0.39723012 -0.33143336
  0.0408655   0.68316924  0.39485288]
L2 term: [ 0.00044088  0.00069134  0.00094313  0.00052358  0.0010765  -0.00089819
  0.00011075  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16268449  0.25510325  0.34801675  0.19321913  0.39723351 -0.33144935
  0.04086643  0.68316903  0.39485305]
L2 term: [ 0.00044088  0.00069134  0.00094313  0.00052363  0.00107651 -0.00089824
  0.00011075  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626835   0.25510075  0.34801678  0.19323675  0.39723687 -0.33146529
  0.04086735  0.68316878  0.39485322]
L2 term: [ 0.00044088  0.00069133  0.00094313  0.00052368  0.00107652 -0.00089828
  0.00011075  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16268252  0.25509827  0.3480168   0.19325432  0.39724021 -0.33148116
  0.04086826  0.6831685   0.39485338]
L2 term: [ 0.00044087  0.00069132  0.00094313  0.00052372  0.00107653 -0.00089832
  0.00011075  0.00185141  0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16268156  0.25509581  0.34801682  0.19327183  0.39724352 -0.33149697
  0.04086917  0.68316818  0.39485355]
L2 term: [ 0.00044087  0.00069132  0.00094314  0.00052377  0.00107654 -0.00089837
  0.00011076  0.0018514   0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626806   0.25509337  0.34801683  0.19328928  0.39724681 -0.33151271
  0.04087006  0.68316782  0.39485372]
L2 term: [ 0.00044087  0.00069131  0.00094314  0.00052382  0.00107655 -0.00089841
  0.00011076  0.0018514   0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267965  0.25509095  0.34801683  0.19330667  0.39725007 -0.33152839
  0.04087095  0.68316743  0.39485389]
L2 term: [ 0.00044087  0.0006913   0.00094314  0.00052387  0.00107656 -0.00089845
  0.00011076  0.0018514   0.00107006]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267871  0.25508855  0.34801684  0.19332401  0.39725331 -0.33154401
  0.04087182  0.683167    0.39485406]
L2 term: [ 0.00044086  0.0006913   0.00094314  0.00052391  0.00107657 -0.00089849
  0.00011076  0.0018514   0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267778  0.25508618  0.34801683  0.19334129  0.39725653 -0.33155957
  0.04087269  0.68316653  0.39485423]
L2 term: [ 0.00044086  0.00069129  0.00094314  0.00052396  0.00107658 -0.00089854
  0.00011077  0.0018514   0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267686  0.25508382  0.34801682  0.19335851  0.39725972 -0.33157507
  0.04087355  0.68316604  0.39485439]
L2 term: [ 0.00044086  0.00069128  0.00094314  0.00052401  0.00107658 -0.00089858
  0.00011077  0.0018514   0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267594  0.25508148  0.34801681  0.19337568  0.39726289 -0.3315905
  0.0408744   0.6831655   0.39485456]
L2 term: [ 0.00044086  0.00069128  0.00094313  0.00052405  0.00107659 -0.00089862
  0.00011077  0.0018514   0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267504  0.25507917  0.34801679  0.19339279  0.39726603 -0.33160587
  0.04087524  0.68316493  0.39485473]
L2 term: [ 0.00044085  0.00069127  0.00094313  0.0005241   0.0010766  -0.00089866
  0.00011077  0.0018514   0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267415  0.25507687  0.34801677  0.19340985  0.39726916 -0.33162119
  0.04087608  0.68316433  0.3948549 ]
L2 term: [ 0.00044085  0.00069127  0.00094313  0.00052415  0.00107661 -0.0008987
  0.00011078  0.00185139  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267326  0.25507459  0.34801674  0.19342685  0.39727225 -0.33163644
  0.0408769   0.6831637   0.39485507]
L2 term: [ 0.00044085  0.00069126  0.00094313  0.00052419  0.00107662 -0.00089874
  0.00011078  0.00185139  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267239  0.25507234  0.34801671  0.19344379  0.39727533 -0.33165163
  0.04087772  0.68316303  0.39485524]
L2 term: [ 0.00044085  0.00069125  0.00094313  0.00052424  0.00107663 -0.00089878
  0.00011078  0.00185139  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267152  0.2550701   0.34801667  0.19346068  0.39727838 -0.33166677
  0.04087853  0.68316233  0.39485541]
L2 term: [ 0.00044084  0.00069125  0.00094313  0.00052428  0.00107664 -0.00089883
  0.00011078  0.00185139  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16267066  0.25506788  0.34801663  0.19347752  0.39728141 -0.33168184
  0.04087933  0.6831616   0.39485558]
L2 term: [ 0.00044084  0.00069124  0.00094313  0.00052433  0.00107664 -0.00089887
  0.00011078  0.00185139  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16266981  0.25506568  0.34801659  0.1934943   0.39728442 -0.33169685
  0.04088013  0.68316083  0.39485575]
L2 term: [ 0.00044084  0.00069123  0.00094313  0.00052437  0.00107665 -0.00089891
  0.00011079  0.00185138  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16266897  0.2550635   0.34801654  0.19351102  0.39728741 -0.33171181
  0.04088091  0.68316003  0.39485592]
L2 term: [ 0.00044084  0.00069123  0.00094313  0.00052442  0.00107666 -0.00089895
  0.00011079  0.00185138  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16266814  0.25506134  0.34801649  0.1935277   0.39729037 -0.3317267
  0.04088169  0.68315921  0.39485609]
L2 term: [ 0.00044084  0.00069122  0.00094313  0.00052447  0.00107667 -0.00089899
  0.00011079  0.00185138  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16266732  0.25505919  0.34801643  0.19354431  0.39729331 -0.33174154
  0.04088246  0.68315835  0.39485626]
L2 term: [ 0.00044083  0.00069122  0.00094313  0.00052451  0.00107668 -0.00089903
  0.00011079  0.00185138  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626665   0.25505707  0.34801637  0.19356088  0.39729623 -0.33175632
  0.04088322  0.68315746  0.39485643]
L2 term: [ 0.00044083  0.00069121  0.00094313  0.00052456  0.00107668 -0.00089907
  0.00011079  0.00185138  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626657   0.25505496  0.3480163   0.19357739  0.39729913 -0.33177104
  0.04088397  0.68315654  0.3948566 ]
L2 term: [ 0.00044083  0.00069121  0.00094313  0.0005246   0.00107669 -0.00089911
  0.0001108   0.00185137  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626649   0.25505288  0.34801623  0.19359384  0.39730201 -0.33178571
  0.04088472  0.68315559  0.39485677]
L2 term: [ 0.00044083  0.0006912   0.00094313  0.00052464  0.0010767  -0.00089915
  0.0001108   0.00185137  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16266411  0.25505081  0.34801616  0.19361024  0.39730486 -0.33180032
  0.04088546  0.68315461  0.39485694]
L2 term: [ 0.00044082  0.00069119  0.00094313  0.00052469  0.00107671 -0.00089919
  0.0001108   0.00185137  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16266333  0.25504875  0.34801608  0.19362659  0.3973077  -0.33181487
  0.04088619  0.6831536   0.39485711]
L2 term: [ 0.00044082  0.00069119  0.00094313  0.00052473  0.00107671 -0.00089923
  0.0001108   0.00185136  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16266255  0.25504672  0.348016    0.19364289  0.39731051 -0.33182936
  0.04088691  0.68315256  0.39485728]
L2 term: [ 0.00044082  0.00069118  0.00094313  0.00052478  0.00107672 -0.00089927
  0.0001108   0.00185136  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16266179  0.2550447   0.34801591  0.19365914  0.39731331 -0.3318438
  0.04088763  0.68315149  0.39485745]
L2 term: [ 0.00044082  0.00069118  0.00094313  0.00052482  0.00107673 -0.00089931
  0.00011081  0.00185136  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16266103  0.25504271  0.34801582  0.19367533  0.39731608 -0.33185818
  0.04088834  0.6831504   0.39485763]
L2 term: [ 0.00044082  0.00069117  0.00094313  0.00052487  0.00107674 -0.00089934
  0.00011081  0.00185136  0.00107007]
lambda_param: 1
m: 369
theta[1:]: [ 0.16266028  0.25504072  0.34801573  0.19369147  0.39731883 -0.33187251
  0.04088904  0.68314927  0.3948578 ]
L2 term: [ 0.00044081  0.00069117  0.00094313  0.00052491  0.00107674 -0.00089938
  0.00011081  0.00185135  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265954  0.25503876  0.34801563  0.19370755  0.39732157 -0.33188678
  0.04088974  0.68314812  0.39485797]
L2 term: [ 0.00044081  0.00069116  0.00094313  0.00052495  0.00107675 -0.00089942
  0.00011081  0.00185135  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626588   0.25503681  0.34801553  0.19372359  0.39732428 -0.33190099
  0.04089042  0.68314694  0.39485814]
L2 term: [ 0.00044081  0.00069116  0.00094313  0.000525    0.00107676 -0.00089946
  0.00011081  0.00185135  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265808  0.25503488  0.34801543  0.19373957  0.39732697 -0.33191515
  0.0408911   0.68314574  0.39485831]
L2 term: [ 0.00044081  0.00069115  0.00094313  0.00052504  0.00107677 -0.0008995
  0.00011082  0.00185134  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265736  0.25503297  0.34801532  0.1937555   0.39732964 -0.33192926
  0.04089178  0.68314451  0.39485849]
L2 term: [ 0.00044081  0.00069115  0.00094313  0.00052508  0.00107677 -0.00089954
  0.00011082  0.00185134  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265665  0.25503107  0.34801521  0.19377138  0.3973323  -0.33194331
  0.04089244  0.68314325  0.39485866]
L2 term: [ 0.0004408   0.00069114  0.00094313  0.00052513  0.00107678 -0.00089958
  0.00011082  0.00185134  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265594  0.25502919  0.34801509  0.19378721  0.39733493 -0.33195731
  0.0408931   0.68314196  0.39485883]
L2 term: [ 0.0004408   0.00069114  0.00094313  0.00052517  0.00107679 -0.00089961
  0.00011082  0.00185133  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265525  0.25502733  0.34801497  0.19380299  0.39733754 -0.33197125
  0.04089376  0.68314065  0.394859  ]
L2 term: [ 0.0004408   0.00069113  0.00094313  0.00052521  0.0010768  -0.00089965
  0.00011082  0.00185133  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265456  0.25502548  0.34801485  0.19381872  0.39734014 -0.33198514
  0.0408944   0.68313932  0.39485918]
L2 term: [ 0.0004408   0.00069113  0.00094313  0.00052525  0.0010768  -0.00089969
  0.00011082  0.00185133  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265388  0.25502365  0.34801472  0.1938344   0.39734272 -0.33199897
  0.04089504  0.68313795  0.39485935]
L2 term: [ 0.0004408   0.00069112  0.00094313  0.0005253   0.00107681 -0.00089973
  0.00011083  0.00185132  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626532   0.25502184  0.3480146   0.19385002  0.39734527 -0.33201275
  0.04089567  0.68313657  0.39485952]
L2 term: [ 0.00044079  0.00069112  0.00094313  0.00052534  0.00107682 -0.00089976
  0.00011083  0.00185132  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265254  0.25502004  0.34801446  0.1938656   0.39734781 -0.33202648
  0.0408963   0.68313516  0.39485969]
L2 term: [ 0.00044079  0.00069111  0.00094313  0.00052538  0.00107682 -0.0008998
  0.00011083  0.00185131  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265188  0.25501826  0.34801433  0.19388113  0.39735033 -0.33204016
  0.04089692  0.68313372  0.39485987]
L2 term: [ 0.00044079  0.00069111  0.00094313  0.00052542  0.00107683 -0.00089984
  0.00011083  0.00185131  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265123  0.25501649  0.34801419  0.1938966   0.39735283 -0.33205379
  0.04089753  0.68313226  0.39486004]
L2 term: [ 0.00044079  0.0006911   0.00094313  0.00052547  0.00107684 -0.00089987
  0.00011083  0.00185131  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16265058  0.25501474  0.34801405  0.19391203  0.39735532 -0.33206736
  0.04089813  0.68313078  0.39486021]
L2 term: [ 0.00044079  0.0006911   0.00094313  0.00052551  0.00107684 -0.00089991
  0.00011084  0.0018513   0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264994  0.25501301  0.3480139   0.19392741  0.39735778 -0.33208088
  0.04089873  0.68312927  0.39486039]
L2 term: [ 0.00044079  0.00069109  0.00094313  0.00052555  0.00107685 -0.00089995
  0.00011084  0.0018513   0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264931  0.25501128  0.34801375  0.19394273  0.39736023 -0.33209435
  0.04089933  0.68312774  0.39486056]
L2 term: [ 0.00044078  0.00069109  0.00094313  0.00052559  0.00107686 -0.00089998
  0.00011084  0.00185129  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264869  0.25500958  0.3480136   0.19395801  0.39736266 -0.33210776
  0.04089991  0.68312618  0.39486073]
L2 term: [ 0.00044078  0.00069108  0.00094313  0.00052563  0.00107686 -0.00090002
  0.00011084  0.00185129  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264807  0.25500789  0.34801345  0.19397324  0.39736507 -0.33212113
  0.04090049  0.68312461  0.39486091]
L2 term: [ 0.00044078  0.00069108  0.00094313  0.00052567  0.00107687 -0.00090006
  0.00011084  0.00185129  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264746  0.25500621  0.34801329  0.19398842  0.39736746 -0.33213445
  0.04090107  0.68312301  0.39486108]
L2 term: [ 0.00044078  0.00069107  0.00094313  0.00052571  0.00107688 -0.00090009
  0.00011084  0.00185128  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264685  0.25500455  0.34801313  0.19400356  0.39736984 -0.33214771
  0.04090163  0.68312139  0.39486126]
L2 term: [ 0.00044078  0.00069107  0.00094313  0.00052575  0.00107688 -0.00090013
  0.00011084  0.00185128  0.00107008]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264626  0.25500291  0.34801296  0.19401864  0.3973722  -0.33216092
  0.0409022   0.68311974  0.39486143]
L2 term: [ 0.00044078  0.00069106  0.00094312  0.0005258   0.00107689 -0.00090017
  0.00011085  0.00185127  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264567  0.25500128  0.3480128   0.19403368  0.39737454 -0.33217409
  0.04090275  0.68311808  0.3948616 ]
L2 term: [ 0.00044077  0.00069106  0.00094312  0.00052584  0.0010769  -0.0009002
  0.00011085  0.00185127  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264508  0.25499966  0.34801263  0.19404866  0.39737686 -0.3321872
  0.0409033   0.68311639  0.39486178]
L2 term: [ 0.00044077  0.00069106  0.00094312  0.00052588  0.0010769  -0.00090024
  0.00011085  0.00185126  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264451  0.25499806  0.34801245  0.1940636   0.39737917 -0.33220027
  0.04090384  0.68311468  0.39486195]
L2 term: [ 0.00044077  0.00069105  0.00094312  0.00052592  0.00107691 -0.00090027
  0.00011085  0.00185126  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264393  0.25499647  0.34801228  0.1940785   0.39738146 -0.33221328
  0.04090438  0.68311295  0.39486213]
L2 term: [ 0.00044077  0.00069105  0.00094312  0.00052596  0.00107691 -0.00090031
  0.00011085  0.00185125  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264337  0.2549949   0.3480121   0.19409334  0.39738373 -0.33222625
  0.04090491  0.6831112   0.3948623 ]
L2 term: [ 0.00044077  0.00069104  0.00094312  0.000526    0.00107692 -0.00090034
  0.00011085  0.00185125  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264281  0.25499334  0.34801192  0.19410814  0.39738599 -0.33223916
  0.04090544  0.68310943  0.39486248]
L2 term: [ 0.00044077  0.00069104  0.00094312  0.00052604  0.00107693 -0.00090038
  0.00011085  0.00185125  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264226  0.2549918   0.34801174  0.19412289  0.39738823 -0.33225203
  0.04090596  0.68310764  0.39486265]
L2 term: [ 0.00044076  0.00069103  0.00094312  0.00052608  0.00107693 -0.00090041
  0.00011086  0.00185124  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264171  0.25499027  0.34801155  0.19413759  0.39739046 -0.33226485
  0.04090647  0.68310583  0.39486282]
L2 term: [ 0.00044076  0.00069103  0.00094312  0.00052612  0.00107694 -0.00090045
  0.00011086  0.00185124  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264117  0.25498875  0.34801136  0.19415225  0.39739266 -0.33227762
  0.04090698  0.683104    0.394863  ]
L2 term: [ 0.00044076  0.00069103  0.00094312  0.00052616  0.00107694 -0.00090048
  0.00011086  0.00185123  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264064  0.25498724  0.34801117  0.19416686  0.39739486 -0.33229034
  0.04090748  0.68310216  0.39486317]
L2 term: [ 0.00044076  0.00069102  0.00094312  0.0005262   0.00107695 -0.00090052
  0.00011086  0.00185123  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16264011  0.25498575  0.34801098  0.19418142  0.39739703 -0.33230302
  0.04090798  0.68310029  0.39486335]
L2 term: [ 0.00044076  0.00069102  0.00094312  0.00052624  0.00107696 -0.00090055
  0.00011086  0.00185122  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263959  0.25498428  0.34801078  0.19419594  0.39739919 -0.33231565
  0.04090847  0.6830984   0.39486352]
L2 term: [ 0.00044076  0.00069101  0.00094312  0.00052628  0.00107696 -0.00090058
  0.00011086  0.00185122  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263908  0.25498281  0.34801058  0.19421041  0.39740134 -0.33232823
  0.04090896  0.68309649  0.3948637 ]
L2 term: [ 0.00044076  0.00069101  0.00094312  0.00052632  0.00107697 -0.00090062
  0.00011086  0.00185121  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263857  0.25498136  0.34801038  0.19422483  0.39740347 -0.33234076
  0.04090944  0.68309457  0.39486387]
L2 term: [ 0.00044075  0.00069101  0.00094312  0.00052635  0.00107697 -0.00090065
  0.00011087  0.0018512   0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263807  0.25497993  0.34801017  0.19423921  0.39740558 -0.33235325
  0.04090992  0.68309263  0.39486405]
L2 term: [ 0.00044075  0.000691    0.00094312  0.00052639  0.00107698 -0.00090069
  0.00011087  0.0018512   0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263757  0.2549785   0.34800997  0.19425354  0.39740768 -0.33236568
  0.04091038  0.68309067  0.39486422]
L2 term: [ 0.00044075  0.000691    0.00094312  0.00052643  0.00107699 -0.00090072
  0.00011087  0.00185119  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263708  0.25497709  0.34800976  0.19426783  0.39740976 -0.33237808
  0.04091085  0.68308869  0.3948644 ]
L2 term: [ 0.00044075  0.00069099  0.00094312  0.00052647  0.00107699 -0.00090075
  0.00011087  0.00185119  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263659  0.2549757   0.34800955  0.19428207  0.39741183 -0.33239042
  0.04091131  0.68308669  0.39486457]
L2 term: [ 0.00044075  0.00069099  0.00094312  0.00052651  0.001077   -0.00090079
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lambda_param: 1
m: 369
theta[1:]: [ 0.16263611  0.25497431  0.34800933  0.19429627  0.39741388 -0.33240272
  0.04091176  0.68308468  0.39486475]
L2 term: [ 0.00044075  0.00069099  0.00094311  0.00052655  0.001077   -0.00090082
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lambda_param: 1
m: 369
theta[1:]: [ 0.16263564  0.25497294  0.34800912  0.19431042  0.39741592 -0.33241498
  0.04091221  0.68308265  0.39486493]
L2 term: [ 0.00044075  0.00069098  0.00094311  0.00052659  0.00107701 -0.00090085
  0.00011087  0.00185117  0.00107009]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263517  0.25497158  0.3480089   0.19432453  0.39741794 -0.33242719
  0.04091265  0.6830806   0.3948651 ]
L2 term: [ 0.00044075  0.00069098  0.00094311  0.00052662  0.00107701 -0.00090089
  0.00011087  0.00185117  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626347   0.25497023  0.34800868  0.19433859  0.39741995 -0.33243935
  0.04091309  0.68307854  0.39486528]
L2 term: [ 0.00044074  0.00069098  0.00094311  0.00052666  0.00107702 -0.00090092
  0.00011088  0.00185116  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263425  0.25496889  0.34800846  0.19435261  0.39742194 -0.33245147
  0.04091353  0.68307646  0.39486545]
L2 term: [ 0.00044074  0.00069097  0.00094311  0.0005267   0.00107702 -0.00090095
  0.00011088  0.00185116  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263379  0.25496757  0.34800823  0.19436658  0.39742392 -0.33246354
  0.04091396  0.68307436  0.39486563]
L2 term: [ 0.00044074  0.00069097  0.00094311  0.00052674  0.00107703 -0.00090099
  0.00011088  0.00185115  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263335  0.25496626  0.348008    0.19438051  0.39742589 -0.33247557
  0.04091438  0.68307225  0.3948658 ]
L2 term: [ 0.00044074  0.00069097  0.00094311  0.00052678  0.00107703 -0.00090102
  0.00011088  0.00185114  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263291  0.25496496  0.34800778  0.1943944   0.39742784 -0.33248755
  0.0409148   0.68307012  0.39486598]
L2 term: [ 0.00044074  0.00069096  0.00094311  0.00052681  0.00107704 -0.00090105
  0.00011088  0.00185114  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263247  0.25496367  0.34800754  0.19440824  0.39742978 -0.33249949
  0.04091521  0.68306797  0.39486615]
L2 term: [ 0.00044074  0.00069096  0.00094311  0.00052685  0.00107705 -0.00090108
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lambda_param: 1
m: 369
theta[1:]: [ 0.16263204  0.2549624   0.34800731  0.19442204  0.3974317  -0.33251138
  0.04091562  0.68306581  0.39486633]
L2 term: [ 0.00044074  0.00069096  0.00094311  0.00052689  0.00107705 -0.00090111
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lambda_param: 1
m: 369
theta[1:]: [ 0.16263161  0.25496113  0.34800707  0.19443579  0.39743361 -0.33252323
  0.04091602  0.68306364  0.3948665 ]
L2 term: [ 0.00044074  0.00069095  0.00094311  0.00052693  0.00107706 -0.00090115
  0.00011088  0.00185112  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263119  0.25495988  0.34800684  0.1944495   0.3974355  -0.33253504
  0.04091642  0.68306145  0.39486668]
L2 term: [ 0.00044073  0.00069095  0.00094311  0.00052696  0.00107706 -0.00090118
  0.00011088  0.00185112  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263078  0.25495864  0.3480066   0.19446317  0.39743738 -0.3325468
  0.04091682  0.68305924  0.39486686]
L2 term: [ 0.00044073  0.00069094  0.00094311  0.000527    0.00107707 -0.00090121
  0.00011089  0.00185111  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16263037  0.25495741  0.34800636  0.19447679  0.39743925 -0.33255852
  0.04091721  0.68305702  0.39486703]
L2 term: [ 0.00044073  0.00069094  0.00094311  0.00052704  0.00107707 -0.00090124
  0.00011089  0.0018511   0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262996  0.2549562   0.34800611  0.19449037  0.3974411  -0.3325702
  0.04091759  0.68305479  0.39486721]
L2 term: [ 0.00044073  0.00069094  0.00094311  0.00052707  0.00107708 -0.00090127
  0.00011089  0.0018511   0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262956  0.25495499  0.34800587  0.19450391  0.39744294 -0.33258183
  0.04091797  0.68305254  0.39486738]
L2 term: [ 0.00044073  0.00069093  0.00094311  0.00052711  0.00107708 -0.00090131
  0.00011089  0.00185109  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262917  0.2549538   0.34800562  0.19451741  0.39744477 -0.33259343
  0.04091835  0.68305028  0.39486756]
L2 term: [ 0.00044073  0.00069093  0.0009431   0.00052715  0.00107709 -0.00090134
  0.00011089  0.00185108  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262878  0.25495261  0.34800537  0.19453086  0.39744659 -0.33260497
  0.04091872  0.683048    0.39486773]
L2 term: [ 0.00044073  0.00069093  0.0009431   0.00052718  0.00107709 -0.00090137
  0.00011089  0.00185108  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262839  0.25495144  0.34800512  0.19454427  0.39744839 -0.33261648
  0.04091908  0.68304571  0.39486791]
L2 term: [ 0.00044073  0.00069093  0.0009431   0.00052722  0.0010771  -0.0009014
  0.00011089  0.00185107  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262801  0.25495028  0.34800487  0.19455764  0.39745017 -0.33262794
  0.04091945  0.68304341  0.39486809]
L2 term: [ 0.00044073  0.00069092  0.0009431   0.00052726  0.0010771  -0.00090143
  0.00011089  0.00185107  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262764  0.25494913  0.34800461  0.19457096  0.39745195 -0.33263936
  0.0409198   0.68304109  0.39486826]
L2 term: [ 0.00044073  0.00069092  0.0009431   0.00052729  0.00107711 -0.00090146
  0.00011089  0.00185106  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262727  0.25494799  0.34800436  0.19458425  0.39745371 -0.33265074
  0.04092016  0.68303877  0.39486844]
L2 term: [ 0.00044072  0.00069092  0.0009431   0.00052733  0.00107711 -0.00090149
  0.00011089  0.00185105  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626269   0.25494686  0.3480041   0.19459749  0.39745546 -0.33266208
  0.04092051  0.68303642  0.39486861]
L2 term: [ 0.00044072  0.00069091  0.0009431   0.00052736  0.00107712 -0.00090152
  0.0001109   0.00185105  0.0010701 ]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262654  0.25494574  0.34800384  0.19461069  0.3974572  -0.33267338
  0.04092085  0.68303407  0.39486879]
L2 term: [ 0.00044072  0.00069091  0.0009431   0.0005274   0.00107712 -0.00090155
  0.0001109   0.00185104  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262619  0.25494463  0.34800358  0.19462385  0.39745892 -0.33268463
  0.04092119  0.6830317   0.39486896]
L2 term: [ 0.00044072  0.00069091  0.0009431   0.00052744  0.00107712 -0.00090158
  0.0001109   0.00185103  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262583  0.25494353  0.34800332  0.19463697  0.39746063 -0.33269585
  0.04092153  0.68302932  0.39486914]
L2 term: [ 0.00044072  0.0006909   0.0009431   0.00052747  0.00107713 -0.00090161
  0.0001109   0.00185103  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262549  0.25494245  0.34800305  0.19465005  0.39746233 -0.33270702
  0.04092186  0.68302693  0.39486932]
L2 term: [ 0.00044072  0.0006909   0.0009431   0.00052751  0.00107713 -0.00090165
  0.0001109   0.00185102  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262514  0.25494137  0.34800278  0.19466308  0.39746402 -0.33271815
  0.04092219  0.68302453  0.39486949]
L2 term: [ 0.00044072  0.0006909   0.0009431   0.00052754  0.00107714 -0.00090168
  0.0001109   0.00185101  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262481  0.2549403   0.34800252  0.19467608  0.3974657  -0.33272925
  0.04092251  0.68302211  0.39486967]
L2 term: [ 0.00044072  0.0006909   0.0009431   0.00052758  0.00107714 -0.00090171
  0.0001109   0.00185101  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262447  0.25493924  0.34800225  0.19468903  0.39746736 -0.3327403
  0.04092283  0.68301968  0.39486984]
L2 term: [ 0.00044072  0.00069089  0.0009431   0.00052761  0.00107715 -0.00090174
  0.0001109   0.001851    0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262414  0.2549382   0.34800198  0.19470195  0.39746901 -0.33275131
  0.04092314  0.68301724  0.39487002]
L2 term: [ 0.00044072  0.00069089  0.00094309  0.00052765  0.00107715 -0.00090177
  0.0001109   0.001851    0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262382  0.25493716  0.3480017   0.19471482  0.39747065 -0.33276228
  0.04092346  0.68301479  0.39487019]
L2 term: [ 0.00044071  0.00069089  0.00094309  0.00052768  0.00107716 -0.00090179
  0.0001109   0.00185099  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626235   0.25493613  0.34800143  0.19472765  0.39747228 -0.33277321
  0.04092376  0.68301233  0.39487037]
L2 term: [ 0.00044071  0.00069088  0.00094309  0.00052772  0.00107716 -0.00090182
  0.0001109   0.00185098  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262318  0.25493512  0.34800115  0.19474045  0.39747389 -0.3327841
  0.04092407  0.68300986  0.39487055]
L2 term: [ 0.00044071  0.00069088  0.00094309  0.00052775  0.00107717 -0.00090185
  0.00011091  0.00185098  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262287  0.25493411  0.34800088  0.1947532   0.3974755  -0.33279496
  0.04092437  0.68300738  0.39487072]
L2 term: [ 0.00044071  0.00069088  0.00094309  0.00052779  0.00107717 -0.00090188
  0.00011091  0.00185097  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262256  0.25493311  0.3480006   0.19476591  0.39747709 -0.33280577
  0.04092466  0.68300489  0.3948709 ]
L2 term: [ 0.00044071  0.00069088  0.00094309  0.00052782  0.00107717 -0.00090191
  0.00011091  0.00185096  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262226  0.25493212  0.34800032  0.19477859  0.39747867 -0.33281654
  0.04092495  0.68300238  0.39487107]
L2 term: [ 0.00044071  0.00069087  0.00094309  0.00052786  0.00107718 -0.00090194
  0.00011091  0.00185095  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262196  0.25493114  0.34800004  0.19479122  0.39748024 -0.33282728
  0.04092524  0.68299987  0.39487125]
L2 term: [ 0.00044071  0.00069087  0.00094309  0.00052789  0.00107718 -0.00090197
  0.00011091  0.00185095  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262167  0.25493017  0.34799976  0.19480381  0.3974818  -0.33283798
  0.04092552  0.68299734  0.39487142]
L2 term: [ 0.00044071  0.00069087  0.00094309  0.00052792  0.00107719 -0.000902
  0.00011091  0.00185094  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262137  0.25492921  0.34799947  0.19481637  0.39748335 -0.33284863
  0.0409258   0.68299481  0.3948716 ]
L2 term: [ 0.00044071  0.00069087  0.00094309  0.00052796  0.00107719 -0.00090203
  0.00011091  0.00185093  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262109  0.25492826  0.34799919  0.19482888  0.39748488 -0.33285925
  0.04092608  0.68299227  0.39487177]
L2 term: [ 0.00044071  0.00069086  0.00094309  0.00052799  0.00107719 -0.00090206
  0.00011091  0.00185093  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262081  0.25492732  0.3479989   0.19484136  0.39748641 -0.33286983
  0.04092635  0.68298971  0.39487195]
L2 term: [ 0.00044071  0.00069086  0.00094309  0.00052803  0.0010772  -0.00090209
  0.00011091  0.00185092  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262053  0.25492639  0.34799861  0.1948538   0.39748792 -0.33288038
  0.04092662  0.68298715  0.39487212]
L2 term: [ 0.00044071  0.00069086  0.00094309  0.00052806  0.0010772  -0.00090211
  0.00011091  0.00185091  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16262025  0.25492547  0.34799832  0.1948662   0.39748943 -0.33289088
  0.04092689  0.68298458  0.3948723 ]
L2 term: [ 0.00044071  0.00069085  0.00094308  0.00052809  0.00107721 -0.00090214
  0.00011091  0.00185091  0.00107011]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261998  0.25492455  0.34799803  0.19487856  0.39749092 -0.33290135
  0.04092715  0.68298199  0.39487247]
L2 term: [ 0.0004407   0.00069085  0.00094308  0.00052813  0.00107721 -0.00090217
  0.00011091  0.0018509   0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261971  0.25492365  0.34799774  0.19489088  0.3974924  -0.33291178
  0.04092741  0.6829794   0.39487265]
L2 term: [ 0.0004407   0.00069085  0.00094308  0.00052816  0.00107722 -0.0009022
  0.00011091  0.00185089  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261945  0.25492275  0.34799745  0.19490316  0.39749387 -0.33292217
  0.04092766  0.6829768   0.39487282]
L2 term: [ 0.0004407   0.00069085  0.00094308  0.00052819  0.00107722 -0.00090223
  0.00011092  0.00185089  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261919  0.25492186  0.34799715  0.19491541  0.39749533 -0.33293253
  0.04092791  0.6829742   0.394873  ]
L2 term: [ 0.0004407   0.00069085  0.00094308  0.00052823  0.00107722 -0.00090226
  0.00011092  0.00185088  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261894  0.25492098  0.34799686  0.19492761  0.39749678 -0.33294285
  0.04092816  0.68297158  0.39487317]
L2 term: [ 0.0004407   0.00069084  0.00094308  0.00052826  0.00107723 -0.00090228
  0.00011092  0.00185087  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261868  0.25492011  0.34799656  0.19493978  0.39749822 -0.33295313
  0.04092841  0.68296895  0.39487335]
L2 term: [ 0.0004407   0.00069084  0.00094308  0.00052829  0.00107723 -0.00090231
  0.00011092  0.00185086  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261844  0.25491925  0.34799627  0.19495191  0.39749965 -0.33296337
  0.04092865  0.68296632  0.39487352]
L2 term: [ 0.0004407   0.00069084  0.00094308  0.00052832  0.00107723 -0.00090234
  0.00011092  0.00185086  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261819  0.25491839  0.34799597  0.19496401  0.39750107 -0.33297358
  0.04092888  0.68296368  0.3948737 ]
L2 term: [ 0.0004407   0.00069084  0.00094308  0.00052836  0.00107724 -0.00090237
  0.00011092  0.00185085  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261795  0.25491755  0.34799567  0.19497606  0.39750248 -0.33298375
  0.04092912  0.68296103  0.39487387]
L2 term: [ 0.0004407   0.00069083  0.00094308  0.00052839  0.00107724 -0.00090239
  0.00011092  0.00185084  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261772  0.25491671  0.34799537  0.19498808  0.39750388 -0.33299389
  0.04092935  0.68295837  0.39487405]
L2 term: [ 0.0004407   0.00069083  0.00094308  0.00052842  0.00107725 -0.00090242
  0.00011092  0.00185084  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261748  0.25491588  0.34799507  0.19500006  0.39750527 -0.33300399
  0.04092958  0.6829557   0.39487422]
L2 term: [ 0.0004407   0.00069083  0.00094308  0.00052846  0.00107725 -0.00090245
  0.00011092  0.00185083  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261725  0.25491506  0.34799476  0.19501201  0.39750665 -0.33301405
  0.0409298   0.68295303  0.39487439]
L2 term: [ 0.0004407   0.00069083  0.00094308  0.00052849  0.00107725 -0.00090248
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lambda_param: 1
m: 369
theta[1:]: [ 0.16261703  0.25491425  0.34799446  0.19502391  0.39750802 -0.33302408
  0.04093002  0.68295035  0.39487457]
L2 term: [ 0.0004407   0.00069082  0.00094307  0.00052852  0.00107726 -0.0009025
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lambda_param: 1
m: 369
theta[1:]: [ 0.1626168   0.25491345  0.34799415  0.19503578  0.39750938 -0.33303407
  0.04093024  0.68294766  0.39487474]
L2 term: [ 0.0004407   0.00069082  0.00094307  0.00052855  0.00107726 -0.00090253
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lambda_param: 1
m: 369
theta[1:]: [ 0.16261658  0.25491265  0.34799385  0.19504762  0.39751073 -0.33304403
  0.04093045  0.68294497  0.39487492]
L2 term: [ 0.0004407   0.00069082  0.00094307  0.00052858  0.00107726 -0.00090256
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lambda_param: 1
m: 369
theta[1:]: [ 0.16261637  0.25491186  0.34799354  0.19505941  0.39751207 -0.33305395
  0.04093066  0.68294227  0.39487509]
L2 term: [ 0.00044069  0.00069082  0.00094307  0.00052862  0.00107727 -0.00090259
  0.00011092  0.00185079  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261616  0.25491108  0.34799323  0.19507117  0.3975134  -0.33306383
  0.04093087  0.68293956  0.39487526]
L2 term: [ 0.00044069  0.00069082  0.00094307  0.00052865  0.00107727 -0.00090261
  0.00011092  0.00185078  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261595  0.25491031  0.34799293  0.1950829   0.39751473 -0.33307368
  0.04093108  0.68293684  0.39487544]
L2 term: [ 0.00044069  0.00069081  0.00094307  0.00052868  0.00107728 -0.00090264
  0.00011092  0.00185078  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261574  0.25490954  0.34799262  0.19509458  0.39751604 -0.3330835
  0.04093128  0.68293412  0.39487561]
L2 term: [ 0.00044069  0.00069081  0.00094307  0.00052871  0.00107728 -0.00090267
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lambda_param: 1
m: 369
theta[1:]: [ 0.16261554  0.25490878  0.34799231  0.19510623  0.39751734 -0.33309328
  0.04093148  0.68293139  0.39487579]
L2 term: [ 0.00044069  0.00069081  0.00094307  0.00052874  0.00107728 -0.00090269
  0.00011093  0.00185076  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261534  0.25490803  0.34799199  0.19511785  0.39751863 -0.33310303
  0.04093167  0.68292865  0.39487596]
L2 term: [ 0.00044069  0.00069081  0.00094307  0.00052877  0.00107729 -0.00090272
  0.00011093  0.00185076  0.00107012]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261514  0.25490729  0.34799168  0.19512943  0.39751992 -0.33311274
  0.04093187  0.68292591  0.39487613]
L2 term: [ 0.00044069  0.00069081  0.00094307  0.00052881  0.00107729 -0.00090274
  0.00011093  0.00185075  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261495  0.25490656  0.34799137  0.19514097  0.39752119 -0.33312242
  0.04093206  0.68292316  0.39487631]
L2 term: [ 0.00044069  0.0006908   0.00094307  0.00052884  0.00107729 -0.00090277
  0.00011093  0.00185074  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261476  0.25490583  0.34799105  0.19515248  0.39752246 -0.33313206
  0.04093224  0.68292041  0.39487648]
L2 term: [ 0.00044069  0.0006908   0.00094307  0.00052887  0.0010773  -0.0009028
  0.00011093  0.00185073  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261458  0.25490511  0.34799074  0.19516395  0.39752372 -0.33314167
  0.04093243  0.68291765  0.39487665]
L2 term: [ 0.00044069  0.0006908   0.00094306  0.0005289   0.0010773  -0.00090282
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lambda_param: 1
m: 369
theta[1:]: [ 0.16261439  0.2549044   0.34799042  0.19517539  0.39752496 -0.33315125
  0.04093261  0.68291488  0.39487683]
L2 term: [ 0.00044069  0.0006908   0.00094306  0.00052893  0.0010773  -0.00090285
  0.00011093  0.00185072  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261421  0.25490369  0.34799011  0.19518679  0.3975262  -0.33316079
  0.04093279  0.68291211  0.394877  ]
L2 term: [ 0.00044069  0.0006908   0.00094306  0.00052896  0.00107731 -0.00090287
  0.00011093  0.00185071  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261404  0.25490299  0.34798979  0.19519815  0.39752743 -0.3331703
  0.04093296  0.68290933  0.39487717]
L2 term: [ 0.00044069  0.00069079  0.00094306  0.00052899  0.00107731 -0.0009029
  0.00011093  0.0018507   0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261386  0.2549023   0.34798947  0.19520948  0.39752866 -0.33317977
  0.04093313  0.68290655  0.39487734]
L2 term: [ 0.00044069  0.00069079  0.00094306  0.00052902  0.00107731 -0.00090293
  0.00011093  0.0018507   0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261369  0.25490162  0.34798916  0.19522078  0.39752987 -0.33318922
  0.0409333   0.68290376  0.39487752]
L2 term: [ 0.00044069  0.00069079  0.00094306  0.00052905  0.00107732 -0.00090295
  0.00011093  0.00185069  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261352  0.25490094  0.34798884  0.19523204  0.39753107 -0.33319863
  0.04093347  0.68290097  0.39487769]
L2 term: [ 0.00044069  0.00069079  0.00094306  0.00052908  0.00107732 -0.00090298
  0.00011093  0.00185068  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261336  0.25490027  0.34798852  0.19524327  0.39753227 -0.333208
  0.04093363  0.68289817  0.39487786]
L2 term: [ 0.00044069  0.00069079  0.00094306  0.00052911  0.00107732 -0.000903
  0.00011093  0.00185067  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626132   0.25489961  0.3479882   0.19525446  0.39753346 -0.33321734
  0.0409338   0.68289537  0.39487803]
L2 term: [ 0.00044069  0.00069078  0.00094306  0.00052914  0.00107733 -0.00090303
  0.00011093  0.00185066  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261304  0.25489895  0.34798787  0.19526561  0.39753464 -0.33322665
  0.04093395  0.68289256  0.39487821]
L2 term: [ 0.00044069  0.00069078  0.00094306  0.00052918  0.00107733 -0.00090305
  0.00011093  0.00185066  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261288  0.2548983   0.34798755  0.19527674  0.39753581 -0.33323593
  0.04093411  0.68288975  0.39487838]
L2 term: [ 0.00044069  0.00069078  0.00094306  0.00052921  0.00107733 -0.00090308
  0.00011093  0.00185065  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261273  0.25489766  0.34798723  0.19528783  0.39753697 -0.33324518
  0.04093426  0.68288693  0.39487855]
L2 term: [ 0.00044068  0.00069078  0.00094305  0.00052924  0.00107734 -0.0009031
  0.00011093  0.00185064  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261258  0.25489702  0.34798691  0.19529888  0.39753813 -0.33325439
  0.04093441  0.68288411  0.39487872]
L2 term: [ 0.00044068  0.00069078  0.00094305  0.00052927  0.00107734 -0.00090313
  0.00011093  0.00185063  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261243  0.25489639  0.34798658  0.1953099   0.39753927 -0.33326357
  0.04093456  0.68288128  0.39487889]
L2 term: [ 0.00044068  0.00069078  0.00094305  0.0005293   0.00107734 -0.00090315
  0.00011093  0.00185063  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261229  0.25489577  0.34798626  0.19532089  0.39754041 -0.33327272
  0.04093471  0.68287845  0.39487907]
L2 term: [ 0.00044068  0.00069077  0.00094305  0.00052932  0.00107735 -0.00090318
  0.00011093  0.00185062  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261215  0.25489516  0.34798593  0.19533184  0.39754154 -0.33328184
  0.04093485  0.68287561  0.39487924]
L2 term: [ 0.00044068  0.00069077  0.00094305  0.00052935  0.00107735 -0.0009032
  0.00011093  0.00185061  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261201  0.25489455  0.34798561  0.19534276  0.39754266 -0.33329093
  0.04093499  0.68287277  0.39487941]
L2 term: [ 0.00044068  0.00069077  0.00094305  0.00052938  0.00107735 -0.00090323
  0.00011093  0.0018506   0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261187  0.25489394  0.34798528  0.19535364  0.39754378 -0.33329998
  0.04093513  0.68286993  0.39487958]
L2 term: [ 0.00044068  0.00069077  0.00094305  0.00052941  0.00107735 -0.00090325
  0.00011094  0.0018506   0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261174  0.25489334  0.34798495  0.19536449  0.39754488 -0.333309
  0.04093526  0.68286708  0.39487975]
L2 term: [ 0.00044068  0.00069077  0.00094305  0.00052944  0.00107736 -0.00090328
  0.00011094  0.00185059  0.00107013]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261161  0.25489275  0.34798463  0.19537531  0.39754598 -0.33331799
  0.0409354   0.68286423  0.39487992]
L2 term: [ 0.00044068  0.00069077  0.00094305  0.00052947  0.00107736 -0.0009033
  0.00011094  0.00185058  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261148  0.25489217  0.3479843   0.1953861   0.39754707 -0.33332695
  0.04093553  0.68286138  0.39488009]
L2 term: [ 0.00044068  0.00069076  0.00094305  0.0005295   0.00107736 -0.00090333
  0.00011094  0.00185057  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261136  0.25489159  0.34798397  0.19539685  0.39754815 -0.33333588
  0.04093566  0.68285852  0.39488026]
L2 term: [ 0.00044068  0.00069076  0.00094305  0.00052953  0.00107737 -0.00090335
  0.00011094  0.00185057  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261123  0.25489102  0.34798364  0.19540757  0.39754923 -0.33334478
  0.04093578  0.68285566  0.39488043]
L2 term: [ 0.00044068  0.00069076  0.00094305  0.00052956  0.00107737 -0.00090337
  0.00011094  0.00185056  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261111  0.25489045  0.34798331  0.19541826  0.3975503  -0.33335365
  0.04093591  0.68285279  0.3948806 ]
L2 term: [ 0.00044068  0.00069076  0.00094304  0.00052959  0.00107737 -0.0009034
  0.00011094  0.00185055  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261099  0.25488989  0.34798298  0.19542891  0.39755136 -0.33336248
  0.04093603  0.68284992  0.39488077]
L2 term: [ 0.00044068  0.00069076  0.00094304  0.00052962  0.00107737 -0.00090342
  0.00011094  0.00185054  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261088  0.25488934  0.34798265  0.19543953  0.39755241 -0.33337129
  0.04093615  0.68284705  0.39488094]
L2 term: [ 0.00044068  0.00069076  0.00094304  0.00052965  0.00107738 -0.00090345
  0.00011094  0.00185053  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261077  0.25488879  0.34798232  0.19545012  0.39755346 -0.33338007
  0.04093626  0.68284418  0.39488111]
L2 term: [ 0.00044068  0.00069076  0.00094304  0.00052968  0.00107738 -0.00090347
  0.00011094  0.00185053  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261066  0.25488825  0.34798199  0.19546068  0.3975545  -0.33338881
  0.04093638  0.6828413   0.39488128]
L2 term: [ 0.00044068  0.00069075  0.00094304  0.0005297   0.00107738 -0.00090349
  0.00011094  0.00185052  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261055  0.25488771  0.34798166  0.1954712   0.39755553 -0.33339753
  0.04093649  0.68283842  0.39488145]
L2 term: [ 0.00044068  0.00069075  0.00094304  0.00052973  0.00107739 -0.00090352
  0.00011094  0.00185051  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261044  0.25488718  0.34798133  0.19548169  0.39755655 -0.33340621
  0.0409366   0.68283553  0.39488162]
L2 term: [ 0.00044068  0.00069075  0.00094304  0.00052976  0.00107739 -0.00090354
  0.00011094  0.0018505   0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261034  0.25488666  0.34798099  0.19549215  0.39755757 -0.33341487
  0.0409367   0.68283265  0.39488179]
L2 term: [ 0.00044068  0.00069075  0.00094304  0.00052979  0.00107739 -0.00090356
  0.00011094  0.00185049  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261024  0.25488614  0.34798066  0.19550258  0.39755858 -0.33342349
  0.04093681  0.68282976  0.39488196]
L2 term: [ 0.00044068  0.00069075  0.00094304  0.00052982  0.00107739 -0.00090359
  0.00011094  0.00185049  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261014  0.25488562  0.34798033  0.19551297  0.39755958 -0.33343209
  0.04093691  0.68282686  0.39488213]
L2 term: [ 0.00044068  0.00069075  0.00094304  0.00052985  0.0010774  -0.00090361
  0.00011094  0.00185048  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16261005  0.25488512  0.34797999  0.19552334  0.39756057 -0.33344065
  0.04093701  0.68282397  0.3948823 ]
L2 term: [ 0.00044068  0.00069075  0.00094304  0.00052987  0.0010774  -0.00090363
  0.00011094  0.00185047  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260995  0.25488461  0.34797966  0.19553367  0.39756156 -0.33344919
  0.04093711  0.68282107  0.39488247]
L2 term: [ 0.00044068  0.00069074  0.00094303  0.0005299   0.0010774  -0.00090366
  0.00011094  0.00185046  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260986  0.25488412  0.34797933  0.19554397  0.39756254 -0.3334577
  0.04093721  0.68281817  0.39488264]
L2 term: [ 0.00044068  0.00069074  0.00094303  0.00052993  0.00107741 -0.00090368
  0.00011094  0.00185046  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260977  0.25488363  0.34797899  0.19555424  0.39756352 -0.33346618
  0.0409373   0.68281527  0.3948828 ]
L2 term: [ 0.00044068  0.00069074  0.00094303  0.00052996  0.00107741 -0.0009037
  0.00011094  0.00185045  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260969  0.25488314  0.34797866  0.19556447  0.39756448 -0.33347462
  0.0409374   0.68281237  0.39488297]
L2 term: [ 0.00044068  0.00069074  0.00094303  0.00052999  0.00107741 -0.00090373
  0.00011094  0.00185044  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626096   0.25488266  0.34797832  0.19557468  0.39756545 -0.33348305
  0.04093749  0.68280946  0.39488314]
L2 term: [ 0.00044068  0.00069074  0.00094303  0.00053001  0.00107741 -0.00090375
  0.00011094  0.00185043  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260952  0.25488218  0.34797798  0.19558486  0.3975664  -0.33349144
  0.04093757  0.68280655  0.39488331]
L2 term: [ 0.00044068  0.00069074  0.00094303  0.00053004  0.00107742 -0.00090377
  0.00011094  0.00185042  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260944  0.25488171  0.34797765  0.195595    0.39756735 -0.3334998
  0.04093766  0.68280365  0.39488348]
L2 term: [ 0.00044068  0.00069074  0.00094303  0.00053007  0.00107742 -0.00090379
  0.00011094  0.00185042  0.00107014]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260936  0.25488125  0.34797731  0.19560511  0.39756829 -0.33350813
  0.04093774  0.68280073  0.39488364]
L2 term: [ 0.00044068  0.00069074  0.00094303  0.0005301   0.00107742 -0.00090382
  0.00011094  0.00185041  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260929  0.25488079  0.34797698  0.1956152   0.39756922 -0.33351644
  0.04093783  0.68279782  0.39488381]
L2 term: [ 0.00044068  0.00069073  0.00094303  0.00053012  0.00107742 -0.00090384
  0.00011094  0.0018504   0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260921  0.25488034  0.34797664  0.19562525  0.39757015 -0.33352472
  0.04093791  0.68279491  0.39488398]
L2 term: [ 0.00044068  0.00069073  0.00094303  0.00053015  0.00107743 -0.00090386
  0.00011094  0.00185039  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260914  0.25487989  0.3479763   0.19563527  0.39757107 -0.33353297
  0.04093798  0.68279199  0.39488415]
L2 term: [ 0.00044068  0.00069073  0.00094303  0.00053018  0.00107743 -0.00090388
  0.00011094  0.00185038  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260907  0.25487944  0.34797597  0.19564526  0.39757199 -0.33354119
  0.04093806  0.68278907  0.39488431]
L2 term: [ 0.00044067  0.00069073  0.00094302  0.0005302   0.00107743 -0.00090391
  0.00011094  0.00185038  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260901  0.254879    0.34797563  0.19565522  0.39757289 -0.33354938
  0.04093813  0.68278615  0.39488448]
L2 term: [ 0.00044067  0.00069073  0.00094302  0.00053023  0.00107743 -0.00090393
  0.00011094  0.00185037  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260894  0.25487857  0.34797529  0.19566515  0.3975738  -0.33355754
  0.04093821  0.68278323  0.39488465]
L2 term: [ 0.00044067  0.00069073  0.00094302  0.00053026  0.00107744 -0.00090395
  0.00011094  0.00185036  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260888  0.25487814  0.34797495  0.19567505  0.39757469 -0.33356568
  0.04093828  0.68278031  0.39488481]
L2 term: [ 0.00044067  0.00069073  0.00094302  0.00053028  0.00107744 -0.00090397
  0.00011094  0.00185035  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260882  0.25487772  0.34797461  0.19568492  0.39757558 -0.33357379
  0.04093835  0.68277739  0.39488498]
L2 term: [ 0.00044067  0.00069073  0.00094302  0.00053031  0.00107744 -0.00090399
  0.00011094  0.00185035  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260876  0.2548773   0.34797428  0.19569475  0.39757647 -0.33358187
  0.04093841  0.68277446  0.39488514]
L2 term: [ 0.00044067  0.00069072  0.00094302  0.00053034  0.00107744 -0.00090402
  0.00011094  0.00185034  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626087   0.25487688  0.34797394  0.19570456  0.39757734 -0.33358993
  0.04093848  0.68277154  0.39488531]
L2 term: [ 0.00044067  0.00069072  0.00094302  0.00053036  0.00107745 -0.00090404
  0.00011094  0.00185033  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260865  0.25487647  0.3479736   0.19571434  0.39757821 -0.33359796
  0.04093854  0.68276861  0.39488548]
L2 term: [ 0.00044067  0.00069072  0.00094302  0.00053039  0.00107745 -0.00090406
  0.00011094  0.00185032  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260859  0.25487607  0.34797326  0.19572409  0.39757908 -0.33360596
  0.0409386   0.68276568  0.39488564]
L2 term: [ 0.00044067  0.00069072  0.00094302  0.00053042  0.00107745 -0.00090408
  0.00011094  0.00185031  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260854  0.25487567  0.34797292  0.19573381  0.39757994 -0.33361393
  0.04093866  0.68276276  0.39488581]
L2 term: [ 0.00044067  0.00069072  0.00094302  0.00053044  0.00107745 -0.0009041
  0.00011094  0.00185031  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260849  0.25487527  0.34797258  0.1957435   0.39758079 -0.33362188
  0.04093872  0.68275983  0.39488597]
L2 term: [ 0.00044067  0.00069072  0.00094302  0.00053047  0.00107745 -0.00090412
  0.00011095  0.0018503   0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.16260845  0.25487488  0.34797224  0.19575316  0.39758164 -0.33362979
  0.04093878  0.6827569   0.39488614]
L2 term: [ 0.00044067  0.00069072  0.00094301  0.0005305   0.00107746 -0.00090415
  0.00011095  0.00185029  0.00107015]
lambda_param: 1
m: 369
theta[1:]: [ 0.1626084   0.2548745   0.3479719   0.1957628   0.39758248 -0.33363769
  0.04093883  0.68275397  0.3948863 ]
L2 term: [ 0.00044067  0.00069072  0.00094301  0.00053052  0.00107746 -0.00090417
  0.00011095  0.00185028  0.00107015]
Final theta: [-0.9023149   0.16260836  0.25487411  0.34797156  0.1957724   0.39758332
 -0.33364555  0.04093888  0.68275104  0.39488646]
lambda_param: 10
m: 369
theta[1:]: [-0.00138264  0.00647689  0.0152303  -0.00234153 -0.00234137  0.01579213
  0.00767435 -0.00469474  0.0054256 ]
L2 term: [-3.74700003e-05  1.75525349e-04  4.12745219e-04 -6.34561991e-05
 -6.34517499e-05  4.27970953e-04  2.07976891e-04 -1.27228831e-04
  1.47035242e-04]
lambda_param: 10
m: 369
theta[1:]: [0.0081015  0.01899175 0.02659411 0.00924489 0.00224865 0.01900259
 0.01035786 0.01304852 0.01714216]
L2 term: [2.19552724e-04 5.14681619e-04 7.20707593e-04 2.50538923e-04
 6.09390909e-05 5.14975301e-04 2.80700711e-04 3.53618346e-04
 4.64557278e-04]
lambda_param: 10
m: 369
theta[1:]: [0.01691003 0.03073735 0.03721999 0.01982841 0.00676692 0.02157412
 0.01280245 0.02972081 0.02824226]
L2 term: [0.00045827 0.00083299 0.00100867 0.00053736 0.00018339 0.00058466
 0.00034695 0.00080544 0.00076537]
lambda_param: 10
m: 369
theta[1:]: [0.02509427 0.04176768 0.04716359 0.02949101 0.01121315 0.02356618
 0.01502693 0.04539982 0.03876636]
L2 term: [0.00068006 0.00113192 0.00127815 0.00079921 0.00030388 0.00063865
 0.00040723 0.00123035 0.00105058]
lambda_param: 10
m: 369
theta[1:]: [0.03270283 0.05213411 0.05647752 0.03831014 0.01558758 0.02503455
 0.01704923 0.06015952 0.04875311]
L2 term: [0.00088626 0.00141285 0.00153056 0.00103822 0.00042243 0.00067844
 0.00046204 0.00163034 0.00132122]
lambda_param: 10
m: 369
theta[1:]: [0.03978124 0.06188497 0.06521097 0.04635819 0.01989084 0.02603098
 0.01888623 0.07406955 0.05823903]
L2 term: [0.00107808 0.0016771  0.00176723 0.00125632 0.00053905 0.00070545
 0.00051182 0.0020073  0.00157829]
lambda_param: 10
m: 369
theta[1:]: [0.04637182 0.07106534 0.07340963 0.05370228 0.02412384 0.02660316
 0.02055366 0.08719493 0.0672583 ]
L2 term: [0.00125669 0.00192589 0.00198942 0.00145535 0.00065376 0.00072095
 0.00055701 0.00236301 0.00182272]
lambda_param: 10
m: 369
theta[1:]: [0.05251365 0.07971704 0.08111568 0.06040428 0.02828767 0.02679471
 0.02206611 0.09959589 0.07584278]
L2 term: [0.00142313 0.00216035 0.00219826 0.00163697 0.0007666  0.00072614
 0.000598   0.00269908 0.00205536]
lambda_param: 10
m: 369
theta[1:]: [0.05824267 0.08787865 0.08836789 0.0665209  0.03238352 0.0266454
 0.02343699 0.11132803 0.08402197]
L2 term: [0.00157839 0.00238154 0.00239479 0.00180273 0.0008776  0.0007221
 0.00063515 0.00301702 0.00227702]
lambda_param: 10
m: 369
theta[1:]: [0.06359182 0.09558568 0.09520179 0.072104   0.03641268 0.02619136
 0.02467861 0.12244245 0.09182316]
L2 term: [0.00172336 0.0025904  0.00257999 0.00195404 0.00098679 0.00070979
 0.0006688  0.00331822 0.00248843]
lambda_param: 10
m: 369
theta[1:]: [0.06859122 0.10287072 0.10164989 0.07720087 0.04037642 0.0254653
 0.02580223 0.132986   0.09927147]
L2 term: [0.00185884 0.00278782 0.00275474 0.00209216 0.00109421 0.00069012
 0.00069925 0.00360396 0.00269028]
lambda_param: 10
m: 369
theta[1:]: [0.0732684  0.10976368 0.10774188 0.08185454 0.04427605 0.02449682
 0.02681813 0.14300157 0.10639008]
L2 term: [0.00198559 0.00297463 0.00291983 0.00221828 0.00119989 0.00066387
 0.00072678 0.00387538 0.0028832 ]
lambda_param: 10
m: 369
theta[1:]: [0.07764846 0.11629194 0.11350488 0.08610415 0.04811285 0.02331266
 0.02773565 0.15252839 0.11320027]
L2 term: [0.00210429 0.00315154 0.00307601 0.00233345 0.00130387 0.00063178
 0.00075164 0.00413356 0.00306776]
lambda_param: 10
m: 369
theta[1:]: [0.08175431 0.12248062 0.11896361 0.08998529 0.0518881  0.02193698
 0.02856334 0.16160231 0.11972166]
L2 term: [0.00221556 0.00331926 0.00322395 0.00243863 0.00140618 0.0005945
 0.00077407 0.00437947 0.00324449]
lambda_param: 10
m: 369
theta[1:]: [0.08560687 0.1283527  0.12414065 0.09353027 0.05560301 0.02039155
 0.02930894 0.17025612 0.12597226]
L2 term: [0.00231997 0.00347839 0.00336425 0.0025347  0.00150686 0.00055262
 0.00079428 0.00461399 0.00341388]
lambda_param: 10
m: 369
theta[1:]: [0.08922521 0.13392928 0.12905662 0.09676848 0.05925878 0.01869605
 0.02997954 0.17851976 0.13196868]
L2 term: [0.00241803 0.00362952 0.00349747 0.00262245 0.00160593 0.00050667
 0.00081245 0.00483793 0.00357639]
lambda_param: 10
m: 369
theta[1:]: [0.09262677 0.13922973 0.13373035 0.09972661 0.06285658 0.01686821
 0.03058155 0.18642064 0.13772621]
L2 term: [0.00251021 0.00377316 0.00362413 0.00270262 0.00170343 0.00045713
 0.00082877 0.00505205 0.00373242]
lambda_param: 10
m: 369
theta[1:]: [0.09582746 0.14427182 0.13817907 0.10242895 0.06639753 0.01492406
 0.03112085 0.19398384 0.14325894]
L2 term: [0.00259695 0.00390981 0.00374469 0.00277585 0.00179939 0.00040445
 0.00084338 0.00525701 0.00388236]
lambda_param: 10
m: 369
theta[1:]: [0.09884187 0.14907189 0.14241851 0.10489759 0.06988271 0.01287805
 0.03160277 0.20123233 0.1485799 ]
L2 term: [0.00267864 0.00403989 0.00385958 0.00284275 0.00189384 0.000349
 0.00085644 0.00545345 0.00402656]
lambda_param: 10
m: 369
theta[1:]: [0.10168332 0.153645   0.14646312 0.10715265 0.07331319 0.01074324
 0.03203218 0.20818716 0.15370111]
L2 term: [0.00275565 0.00416382 0.00396919 0.00290387 0.00198681 0.00029114
 0.00086808 0.00564193 0.00416534]
lambda_param: 10
m: 369
theta[1:]: [0.10436406 0.15800502 0.15032611 0.10921243 0.07668997 0.00853142
 0.03241353 0.21486767 0.15863368]
L2 term: [0.00282829 0.00428198 0.00407388 0.00295969 0.00207832 0.0002312
 0.00087842 0.00582297 0.00429902]
lambda_param: 10
m: 369
theta[1:]: [0.10689529 0.16216474 0.15401964 0.11109365 0.08001405 0.00625324
 0.03275088 0.2212916  0.16338792]
L2 term: [0.00289689 0.00439471 0.00417397 0.00301067 0.0021684  0.00016946
 0.00088756 0.00599706 0.00442786]
lambda_param: 10
m: 369
theta[1:]: [0.10928733 0.16613598 0.15755485 0.11281154 0.08328639 0.00391834
 0.03304794 0.22747526 0.16797338]
L2 term: [0.00296172 0.00450233 0.00426978 0.00305722 0.00225708 0.00010619
 0.00089561 0.00616464 0.00455212]
lambda_param: 10
m: 369
theta[1:]: [0.11154963 0.1699297  0.16094199 0.11438002 0.08650793 0.00153541
 0.0333081  0.23343369 0.17239893]
L2 term: [3.02302527e-03 4.60514079e-03 4.36157162e-03 3.09972948e-03
 2.34438825e-03 4.16099261e-05 9.02658668e-04 6.32611615e-03
 4.67205775e-03]
lambda_param: 10
m: 369
theta[1:]: [ 0.11369093  0.17355601  0.16419051  0.11581178  0.08967956 -0.00088769
  0.03353449  0.23918072  0.17667281]
L2 term: [ 3.08105498e-03  4.70341485e-03  4.44960745e-03  3.13853061e-03
  2.43034044e-03 -2.40565684e-05  9.08793678e-04  6.48186220e-03
  4.78788116e-03]
lambda_param: 10
m: 369
theta[1:]: [ 0.11571925  0.17702432  0.16730912  0.11711844  0.09280218 -0.00334383
  0.03372993  0.24472912  0.18080271]
L2 term: [ 3.13602295e-03  4.79740700e-03  4.53412238e-03  3.17394154e-03
  2.51496430e-03 -9.06188015e-05  9.14090324e-04  6.63222537e-03
  4.89980234e-03]
lambda_param: 10
m: 369
theta[1:]: [ 0.11764199  0.18034335  0.17030582  0.11831063  0.09587665 -0.00582661
  0.03389706  0.25009068  0.18479576]
L2 term: [ 0.00318813  0.00488735  0.00461533  0.00320625  0.00259828 -0.0001579
  0.00091862  0.00677753  0.00500802]
lambda_param: 10
m: 369
theta[1:]: [ 0.11946601  0.18352122  0.17318804  0.11939807  0.09890381 -0.0083302
  0.03403825  0.2552763   0.18865864]
L2 term: [ 0.00323756  0.00497347  0.00469344  0.00323572  0.00268032 -0.00022575
  0.00092245  0.00691806  0.0051127 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1211976   0.18656548  0.17596263  0.12038966  0.10188447 -0.01084937
  0.03415573  0.26029607  0.19239759]
L2 term: [ 0.00328449  0.00505598  0.00476864  0.00326259  0.0027611  -0.00029402
  0.00092563  0.00705409  0.00521403]
lambda_param: 10
m: 369
theta[1:]: [ 0.12284263  0.18948317  0.17863593  0.12129355  0.10481945 -0.01337937
  0.0342515   0.26515932  0.19601843]
L2 term: [ 0.00332907  0.00513505  0.00484108  0.00328709  0.00284064 -0.00036258
  0.00092823  0.00718589  0.00531215]
lambda_param: 10
m: 369
theta[1:]: [ 0.12440649  0.19228085  0.1812138   0.12211724  0.10770952 -0.01591593
  0.03432744  0.26987472  0.19952662]
L2 term: [ 0.00337145  0.00521086  0.00491094  0.00330941  0.00291896 -0.00043133
  0.00093028  0.00731368  0.00540723]
lambda_param: 10
m: 369
theta[1:]: [ 0.1258942   0.19496465  0.1837017   0.12286757  0.11055546 -0.01845519
  0.03438526  0.27445031  0.20292728]
L2 term: [ 0.00341177  0.00528359  0.00497837  0.00332974  0.00299608 -0.00050014
  0.00093185  0.00743768  0.00549938]
lambda_param: 10
m: 369
theta[1:]: [ 0.12731042  0.19754032  0.18610466  0.12355085  0.11335801 -0.02099367
  0.03442652  0.27889354  0.2062252 ]
L2 term: [ 0.00345015  0.0053534   0.00504349  0.00334826  0.00307203 -0.00056893
  0.00093297  0.00755809  0.00558876]
lambda_param: 10
m: 369
theta[1:]: [ 0.12865944  0.2000132   0.18842738  0.12417284  0.11611792 -0.02352825
  0.0344527   0.28321137  0.2094249 ]
L2 term: [ 0.00348671  0.00542041  0.00510643  0.00336512  0.00314683 -0.00063762
  0.00093368  0.0076751   0.00567547]
lambda_param: 10
m: 369
theta[1:]: [ 0.12994528  0.20238834  0.19067422  0.12473885  0.11883592 -0.0260561
  0.03446512  0.28741025  0.21253062]
L2 term: [ 0.00352155  0.00548478  0.00516732  0.00338046  0.00322049 -0.00070613
  0.00093401  0.0077889   0.00575964]
lambda_param: 10
m: 369
theta[1:]: [ 0.13117168  0.20467045  0.19284922  0.12525375  0.1215127  -0.02857469
  0.03446503  0.2914962   0.21554633]
L2 term: [ 0.00355479  0.00554662  0.00522627  0.00339441  0.00329303 -0.00077438
  0.00093401  0.00789963  0.00584136]
lambda_param: 10
m: 369
theta[1:]: [ 0.13234208  0.20686395  0.19495618  0.12572203  0.12414897 -0.03108176
  0.03445355  0.29547484  0.21847581]
L2 term: [ 0.00358651  0.00560607  0.00528337  0.0034071   0.00336447 -0.00084232
  0.0009337   0.00800745  0.00592075]
lambda_param: 10
m: 369
theta[1:]: [ 0.13345973  0.208973    0.19699859  0.12614778  0.12674541 -0.03357528
  0.03443176  0.29935141  0.2213226 ]
L2 term: [ 0.00361679  0.00566323  0.00533872  0.00341864  0.00343483 -0.0009099
  0.00093311  0.0081125   0.0059979 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.13452762  0.21100152  0.19897975  0.12653479  0.12930268 -0.03605342
  0.03440061  0.30313078  0.22409004]
L2 term: [ 0.00364573  0.0057182   0.00539241  0.00342913  0.00350414 -0.00097706
  0.00093227  0.00821493  0.0060729 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.13554856  0.21295319  0.2009027   0.12688654  0.13182146 -0.03851458
  0.034361    0.30681754  0.22678129]
L2 term: [ 0.0036734   0.00577109  0.00544452  0.00343866  0.0035724  -0.00104376
  0.00093119  0.00831484  0.00614583]
lambda_param: 10
m: 369
theta[1:]: [ 0.13652517  0.21483148  0.20277032  0.12720621  0.13430239 -0.04095732
  0.03431377  0.31041595  0.22939934]
L2 term: [ 0.00369987  0.00582199  0.00549513  0.00344732  0.00363963 -0.00110995
  0.00092991  0.00841236  0.00621678]
lambda_param: 10
m: 369
theta[1:]: [ 0.13745989  0.21663964  0.20458527  0.12749675  0.1367461  -0.04338037
  0.03425968  0.31393003  0.23194701]
L2 term: [ 0.0037252   0.00587099  0.00554432  0.0034552   0.00370586 -0.00117562
  0.00092845  0.00850759  0.00628583]
lambda_param: 10
m: 369
theta[1:]: [ 0.13835501  0.21838079  0.20635005  0.12776086  0.13915321 -0.04578261
  0.03419944  0.31736352  0.234427  ]
L2 term: [ 0.00374946  0.00591818  0.00559214  0.00346235  0.00377109 -0.00124072
  0.00092681  0.00860064  0.00635304]
lambda_param: 10
m: 369
theta[1:]: [ 0.13921264  0.22005782  0.208067    0.12800101  0.14152435 -0.04816304
  0.03413371  0.32071994  0.23684182]
L2 term: [ 0.0037727   0.00596363  0.00563867  0.00346886  0.00383535 -0.00130523
  0.00092503  0.0086916   0.00641848]
lambda_param: 10
m: 369
theta[1:]: [ 0.1400348   0.22167348  0.20973831  0.12821948  0.14386012 -0.05052082
  0.03406308  0.32400259  0.2391939 ]
L2 term: [ 0.00379498  0.00600741  0.00568396  0.00347478  0.00389865 -0.00136913
  0.00092312  0.00878056  0.00648222]
lambda_param: 10
m: 369
theta[1:]: [ 0.14082334  0.2232304   0.21136603  0.12841839  0.1461611  -0.0528552
  0.03398812  0.32721456  0.24148551]
L2 term: [ 0.00381635  0.0060496   0.00572808  0.00348017  0.00396101 -0.00143239
  0.00092109  0.0088676   0.00654432]
lambda_param: 10
m: 369
theta[1:]: [ 0.14158001  0.22473103  0.21295208  0.12859964  0.14842787 -0.05516553
  0.03390935  0.33035878  0.24371883]
L2 term: [ 0.00383686  0.00609027  0.00577106  0.00348509  0.00402244 -0.001495
  0.00091895  0.00895281  0.00660485]
lambda_param: 10
m: 369
theta[1:]: [ 0.14230646  0.2261777   0.21449829  0.12876502  0.15066102 -0.05745127
  0.03382724  0.33343798  0.24589592]
L2 term: [ 0.00385654  0.00612948  0.00581296  0.00348957  0.00408295 -0.00155695
  0.00091673  0.00903626  0.00666385]
lambda_param: 10
m: 369
theta[1:]: [ 0.14300423  0.22757264  0.21600634  0.12891615  0.15286111 -0.05971196
  0.03374224  0.33645473  0.24801875]
L2 term: [ 0.00387545  0.00616728  0.00585383  0.00349366  0.00414258 -0.00161821
  0.00091442  0.00911801  0.00672138]
lambda_param: 10
m: 369
theta[1:]: [ 0.14367474  0.22891793  0.21747782  0.12905452  0.15502868 -0.06194721
  0.03365475  0.33941146  0.25008918]
L2 term: [ 0.00389362  0.00620374  0.00589371  0.00349741  0.00420132 -0.00167879
  0.00091205  0.00919814  0.00677748]
lambda_param: 10
m: 369
theta[1:]: [ 0.14431937  0.23021558  0.21891425  0.12918151  0.15716428 -0.06415672
  0.03356516  0.34231046  0.25210899]
L2 term: [ 0.00391109  0.0062389   0.00593264  0.00350085  0.00425919 -0.00173866
  0.00090962  0.00927671  0.00683222]
lambda_param: 10
m: 369
theta[1:]: [ 0.14493937  0.23146748  0.22031704  0.12929838  0.15926844 -0.06634023
  0.0334738   0.3451539   0.25407989]
L2 term: [ 0.0039279   0.00627283  0.00597065  0.00350402  0.00431622 -0.00179784
  0.00090715  0.00935376  0.00688563]
lambda_param: 10
m: 369
theta[1:]: [ 0.14553594  0.23267541  0.2216875   0.12940627  0.16134168 -0.06849757
  0.03338101  0.34794379  0.25600348]
L2 term: [ 0.00394406  0.00630557  0.00600779  0.00350695  0.0043724  -0.0018563
  0.00090463  0.00942937  0.00693776]
lambda_param: 10
m: 369
theta[1:]: [ 0.14611021  0.2338411   0.22302691  0.12950626  0.16338452 -0.0706286
  0.03328707  0.35068208  0.25788132]
L2 term: [ 0.00395963  0.00633716  0.00604409  0.00350965  0.00442776 -0.00191405
  0.00090209  0.00950358  0.00698865]
lambda_param: 10
m: 369
theta[1:]: [ 0.14666323  0.23496617  0.22433644  0.1295993   0.16539747 -0.07273324
  0.03319227  0.35337057  0.25971489]
L2 term: [ 0.00397461  0.00636765  0.00607958  0.00351218  0.00448232 -0.00197109
  0.00089952  0.00957644  0.00703834]
lambda_param: 10
m: 369
theta[1:]: [ 0.147196    0.23605216  0.2256172   0.12968629  0.16738103 -0.07481144
  0.03309685  0.35601098  0.26150559]
L2 term: [ 0.00398905  0.00639708  0.00611429  0.00351453  0.00453607 -0.00202741
  0.00089693  0.00964799  0.00708687]
lambda_param: 10
m: 369
theta[1:]: [ 0.14770945  0.23710056  0.22687026  0.12976803  0.16933567 -0.07686322
  0.03300105  0.35860495  0.26325477]
L2 term: [ 0.00400297  0.00642549  0.00614825  0.00351675  0.00458904 -0.00208301
  0.00089434  0.00971829  0.00713428]
lambda_param: 10
m: 369
theta[1:]: [ 0.14820447  0.23811277  0.22809661  0.12984528  0.17126188 -0.0788886
  0.03290508  0.361154    0.26496372]
L2 term: [ 0.00401638  0.00645292  0.00618148  0.00351884  0.00464124 -0.0021379
  0.00089174  0.00978737  0.00718059]
lambda_param: 10
m: 369
theta[1:]: [ 0.14868188  0.23909012  0.22929718  0.12991871  0.17316013 -0.08088766
  0.03280914  0.36365961  0.26663368]
L2 term: [ 0.00402932  0.00647941  0.00621402  0.00352083  0.00469269 -0.00219208
  0.00088914  0.00985527  0.00722584]
lambda_param: 10
m: 369
theta[1:]: [ 0.14914248  0.24003391  0.23047289  0.12998894  0.17503088 -0.0828605
  0.03271341  0.36612316  0.26826583]
L2 term: [ 0.0040418   0.00650498  0.00624588  0.00352274  0.00474338 -0.00224554
  0.00088654  0.00992204  0.00727008]
lambda_param: 10
m: 369
theta[1:]: [ 0.149587    0.24094534  0.23162455  0.13005654  0.17687458 -0.08480723
  0.03261805  0.36854595  0.2698613 ]
L2 term: [ 0.00405385  0.00652968  0.00627709  0.00352457  0.00479335 -0.0022983
  0.00088396  0.0099877   0.00731331]
lambda_param: 10
m: 369
theta[1:]: [ 0.15001614  0.24182559  0.23275299  0.13012201  0.17869169 -0.08672802
  0.03252322  0.37092924  0.27142119]
L2 term: [ 0.00406548  0.00655354  0.00630767  0.00352634  0.00484259 -0.00235035
  0.00088139  0.01005228  0.00735559]
lambda_param: 10
m: 369
theta[1:]: [ 0.15043057  0.24267577  0.23385895  0.13018583  0.18048264 -0.08862304
  0.03242905  0.37327421  0.27294653]
L2 term: [ 0.00407671  0.00657658  0.00633764  0.00352807  0.00489113 -0.00240171
  0.00087884  0.01011583  0.00739692]
lambda_param: 10
m: 369
theta[1:]: [ 0.1508309   0.24349694  0.23494316  0.13024842  0.18224785 -0.09049247
  0.03233568  0.375582    0.27443833]
L2 term: [ 0.00408756  0.00659883  0.00636702  0.00352977  0.00493897 -0.00245237
  0.00087631  0.01017837  0.00743735]
lambda_param: 10
m: 369
theta[1:]: [ 0.15121773  0.24429013  0.2360063   0.13031017  0.18398776 -0.09233653
  0.03224322  0.37785366  0.27589754]
L2 term: [ 0.00409804  0.00662033  0.00639583  0.00353144  0.00498612 -0.00250234
  0.0008738   0.01023994  0.0074769 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15159162  0.24505631  0.23704902  0.13037142  0.18570277 -0.09415543
  0.03215177  0.38009023  0.2773251 ]
L2 term: [ 0.00410817  0.00664109  0.00642409  0.0035331   0.0050326  -0.00255164
  0.00087132  0.01030055  0.00751559]
lambda_param: 10
m: 369
theta[1:]: [ 0.15195309  0.24579641  0.23807194  0.13043248  0.18739329 -0.09594941
  0.03206144  0.38229268  0.27872189]
L2 term: [ 0.00411797  0.00666115  0.00645181  0.00353476  0.00507841 -0.00260026
  0.00086887  0.01036024  0.00755344]
lambda_param: 10
m: 369
theta[1:]: [ 0.15230265  0.24651133  0.23907565  0.13049365  0.18905973 -0.09771872
  0.03197231  0.38446193  0.28008876]
L2 term: [ 0.00412744  0.00668052  0.00647901  0.00353641  0.00512357 -0.0026482
  0.00086646  0.01041902  0.00759048]
lambda_param: 10
m: 369
theta[1:]: [ 0.15264077  0.24720192  0.24006071  0.13055517  0.19070246 -0.09946362
  0.03188445  0.38659887  0.28142654]
L2 term: [ 0.00413661  0.00669924  0.00650571  0.00353808  0.00516809 -0.00269549
  0.00086408  0.01047693  0.00762674]
lambda_param: 10
m: 369
theta[1:]: [ 0.1529679   0.24786901  0.24102764  0.13061727  0.19232189 -0.10118438
  0.03179794  0.38870434  0.28273601]
L2 term: [ 0.00414547  0.00671732  0.00653191  0.00353976  0.00521198 -0.00274212
  0.00086173  0.01053399  0.00766222]
lambda_param: 10
m: 369
theta[1:]: [ 0.15328447  0.24851339  0.24197697  0.13068016  0.19391839 -0.10288126
  0.03171284  0.39077916  0.28401795]
L2 term: [ 0.00415405  0.00673478  0.00655764  0.00354147  0.00525524 -0.00278811
  0.00085943  0.01059022  0.00769696]
lambda_param: 10
m: 369
theta[1:]: [ 0.15359088  0.24913581  0.24290918  0.13074402  0.19549232 -0.10455456
  0.03162921  0.39282408  0.28527308]
L2 term: [ 0.00416235  0.00675165  0.0065829   0.0035432   0.00529789 -0.00283346
  0.00085716  0.01064564  0.00773098]
lambda_param: 10
m: 369
theta[1:]: [ 0.15388752  0.249737    0.24382472  0.130809    0.19704406 -0.10620455
  0.03154711  0.39483986  0.28650211]
L2 term: [ 0.00417039  0.00676794  0.00660772  0.00354496  0.00533995 -0.00287817
  0.00085494  0.01070027  0.00776428]
lambda_param: 10
m: 369
theta[1:]: [ 0.15417476  0.25031765  0.24472405  0.13087525  0.19857395 -0.10783153
  0.03146656  0.39682719  0.28770572]
L2 term: [ 0.00417818  0.00678368  0.00663209  0.00354675  0.00538141 -0.00292226
  0.00085275  0.01075412  0.0077969 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15445293  0.25087844  0.24560758  0.1309429   0.20008236 -0.10943579
  0.03138763  0.39878676  0.28888458]
L2 term: [ 0.00418572  0.00679887  0.00665603  0.00354859  0.00542229 -0.00296574
  0.00085061  0.01080723  0.00782885]
lambda_param: 10
m: 369
theta[1:]: [ 0.15472238  0.25142     0.24647573  0.13101204  0.20156963 -0.11101764
  0.03131033  0.40071921  0.29003931]
L2 term: [ 0.00419302  0.00681355  0.00667956  0.00355046  0.00546259 -0.00300861
  0.00084852  0.0108596   0.00786014]
lambda_param: 10
m: 369
theta[1:]: [ 0.15498342  0.25194297  0.24732889  0.13108278  0.20303609 -0.11257736
  0.0312347   0.40262516  0.29117054]
L2 term: [ 0.00420009  0.00682772  0.00670268  0.00355238  0.00550233 -0.00305088
  0.00084647  0.01091125  0.0078908 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15523635  0.25244792  0.24816741  0.1311552   0.20448207 -0.11411526
  0.03116076  0.4045052   0.29227885]
L2 term: [ 0.00420695  0.00684141  0.0067254   0.00355434  0.00554152 -0.00309255
  0.00084446  0.0109622   0.00792084]
lambda_param: 10
m: 369
theta[1:]: [ 0.15548144  0.25293545  0.24899167  0.13122935  0.20590791 -0.11563165
  0.03108853  0.40635992  0.29336482]
L2 term: [ 0.00421359  0.00685462  0.00674774  0.00355635  0.00558016 -0.00313365
  0.00084251  0.01101246  0.00795027]
lambda_param: 10
m: 369
theta[1:]: [ 0.15571898  0.25340609  0.24980201  0.1313053   0.20731393 -0.11712682
  0.03101804  0.40818987  0.29442899]
L2 term: [ 0.00422003  0.00686737  0.0067697   0.00355841  0.00561826 -0.00317417
  0.0008406   0.01106206  0.00797911]
lambda_param: 10
m: 369
theta[1:]: [ 0.15594923  0.25386038  0.25059875  0.13138309  0.20870043 -0.11860108
  0.0309493   0.40999556  0.29547191]
L2 term: [ 0.00422627  0.00687969  0.00679129  0.00356052  0.00565584 -0.00321412
  0.00083873  0.01111099  0.00800737]
lambda_param: 10
m: 369
theta[1:]: [ 0.15617243  0.25429884  0.25138221  0.13146276  0.21006773 -0.12005473
  0.03088231  0.41177752  0.2964941 ]
L2 term: [ 0.00423232  0.00689157  0.00681253  0.00356268  0.00569289 -0.00325352
  0.00083692  0.01115928  0.00803507]
lambda_param: 10
m: 369
theta[1:]: [ 0.15638881  0.25472194  0.2521527   0.13154433  0.21141614 -0.12148807
  0.03081709  0.41353622  0.29749605]
L2 term: [ 0.00423818  0.00690303  0.00683341  0.00356489  0.00572943 -0.00329236
  0.00083515  0.01120694  0.00806222]
lambda_param: 10
m: 369
theta[1:]: [ 0.15659861  0.25513018  0.2529105   0.13162783  0.21274594 -0.12290139
  0.03075363  0.41527215  0.29847825]
L2 term: [ 0.00424386  0.0069141   0.00685394  0.00356715  0.00576547 -0.00333066
  0.00083343  0.01125399  0.00808884]
lambda_param: 10
m: 369
theta[1:]: [ 0.15680204  0.255524    0.25365591  0.13171326  0.21405743 -0.12429501
  0.03069195  0.41698575  0.29944117]
L2 term: [ 0.00424938  0.00692477  0.00687414  0.00356947  0.00580101 -0.00336843
  0.00083176  0.01130043  0.00811494]
lambda_param: 10
m: 369
theta[1:]: [ 0.15699931  0.25590385  0.25438918  0.13180064  0.21535089 -0.1256692
  0.03063204  0.41867747  0.30038526]
L2 term: [ 0.00425472  0.00693506  0.00689402  0.00357183  0.00583607 -0.00340567
  0.00083014  0.01134627  0.00814052]
lambda_param: 10
m: 369
theta[1:]: [ 0.15719061  0.25627016  0.2551106   0.13188995  0.21662662 -0.12702427
  0.0305739   0.42034773  0.30131097]
L2 term: [ 0.00425991  0.00694499  0.00691357  0.00357425  0.00587064 -0.00344239
  0.00082856  0.01139154  0.00816561]
lambda_param: 10
m: 369
theta[1:]: [ 0.15737613  0.25662333  0.25582039  0.1319812   0.21788488 -0.12836051
  0.03051752  0.42199693  0.30221872]
L2 term: [ 0.00426494  0.00695456  0.0069328   0.00357673  0.00590474 -0.0034786
  0.00082703  0.01143623  0.00819021]
lambda_param: 10
m: 369
theta[1:]: [ 0.15755606  0.25696377  0.25651882  0.13207438  0.21912594 -0.12967821
  0.03046291  0.42362548  0.30310893]
L2 term: [ 0.00426981  0.00696379  0.00695173  0.00357925  0.00593837 -0.00351431
  0.00082555  0.01148037  0.00821433]
lambda_param: 10
m: 369
theta[1:]: [ 0.15773056  0.25729186  0.25720612  0.13216946  0.22035009 -0.13097764
  0.03041004  0.42523375  0.303982  ]
L2 term: [ 0.00427454  0.00697268  0.00697036  0.00358183  0.00597155 -0.00354953
  0.00082412  0.01152395  0.00823799]
lambda_param: 10
m: 369
theta[1:]: [ 0.15789981  0.25760796  0.25788251  0.13226644  0.22155756 -0.1322591
  0.03035891  0.42682211  0.30483831]
L2 term: [ 0.00427913  0.00698125  0.00698869  0.00358446  0.00600427 -0.00358426
  0.00082273  0.01156699  0.0082612 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806396  0.25791244  0.25854822  0.13236528  0.22274863 -0.13352286
  0.03030952  0.42839092  0.30567826]
L2 term: [ 0.00428358  0.0069895   0.00700673  0.00358713  0.00603655 -0.00361851
  0.0008214   0.01160951  0.00828396]
lambda_param: 10
m: 369
theta[1:]: [ 0.15822317  0.25820564  0.25920345  0.13246596  0.22392354 -0.1347692
  0.03026184  0.42994052  0.3065022 ]
L2 term: [ 0.00428789  0.00699744  0.00702448  0.00358986  0.00606839 -0.00365228
  0.0008201   0.0116515   0.00830629]
lambda_param: 10
m: 369
theta[1:]: [ 0.15837757  0.25848791  0.25984843  0.13256846  0.22508255 -0.13599839
  0.03021587  0.43147126  0.3073105 ]
L2 term: [ 0.00429208  0.00700509  0.00704196  0.00359264  0.0060998  -0.00368559
  0.00081886  0.01169299  0.0083282 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15852733  0.25875955  0.26048333  0.13267273  0.22622589 -0.1372107
  0.03017158  0.43298345  0.30810349]
L2 term: [ 0.00429613  0.00701245  0.00705917  0.00359547  0.00613078 -0.00371845
  0.00081766  0.01173397  0.00834969]
lambda_param: 10
m: 369
theta[1:]: [ 0.15867256  0.25902088  0.26110837  0.13277876  0.22735381 -0.13840639
  0.03012897  0.43447741  0.30888152]
L2 term: [ 0.00430007  0.00701954  0.00707611  0.00359834  0.00616135 -0.00375085
  0.0008165   0.01177446  0.00837077]
lambda_param: 10
m: 369
theta[1:]: [ 0.15881341  0.25927221  0.26172373  0.13288649  0.22846654 -0.13958574
  0.03008801  0.43595344  0.30964491]
L2 term: [ 0.00430389  0.00702635  0.00709278  0.00360126  0.00619151 -0.00378281
  0.00081539  0.01181446  0.00839146]
lambda_param: 10
m: 369
theta[1:]: [ 0.15894999  0.25951383  0.26232959  0.1329959   0.22956431 -0.14074899
  0.0300487   0.43741184  0.31039399]
L2 term: [ 0.00430759  0.0070329   0.0071092   0.00360422  0.00622125 -0.00381434
  0.00081433  0.01185398  0.00841176]
lambda_param: 10
m: 369
theta[1:]: [ 0.15908242  0.25974603  0.26292613  0.13310695  0.23064734 -0.1418964
  0.030011    0.4388529   0.31112906]
L2 term: [ 0.00431118  0.00703919  0.00712537  0.00360723  0.00625061 -0.00384543
  0.00081331  0.01189303  0.00843168]
lambda_param: 10
m: 369
theta[1:]: [ 0.15921084  0.25996907  0.26351351  0.13321959  0.23171587 -0.14302823
  0.02997491  0.4402769   0.31185042]
L2 term: [ 0.00431466  0.00704523  0.00714129  0.00361029  0.00627956 -0.0038761
  0.00081233  0.01193162  0.00845123]
lambda_param: 10
m: 369
theta[1:]: [ 0.15933533  0.26018323  0.26409192  0.13333379  0.23277011 -0.14414471
  0.02994039  0.44168411  0.31255837]
L2 term: [ 0.00431803  0.00705104  0.00715696  0.00361338  0.00630813 -0.00390636
  0.00081139  0.01196976  0.00847042]
lambda_param: 10
m: 369
theta[1:]: [ 0.15945602  0.26038876  0.26466151  0.1334495   0.23381027 -0.1452461
  0.02990744  0.44307479  0.31325318]
L2 term: [ 0.0043213   0.00705661  0.0071724   0.00361652  0.00633632 -0.00393621
  0.0008105   0.01200745  0.00848925]
lambda_param: 10
m: 369
theta[1:]: [ 0.15957301  0.26058591  0.26522244  0.13356668  0.23483657 -0.14633263
  0.02987603  0.44444921  0.31393515]
L2 term: [ 0.00432447  0.00706195  0.0071876   0.00361969  0.00636413 -0.00396565
  0.00080965  0.01204469  0.00850773]
lambda_param: 10
m: 369
theta[1:]: [ 0.1596864   0.26077492  0.26577487  0.13368529  0.23584921 -0.14740454
  0.02984614  0.4458076   0.31460454]
L2 term: [ 0.00432754  0.00706707  0.00720257  0.00362291  0.00639158 -0.0039947
  0.00080884  0.01208151  0.00852587]
lambda_param: 10
m: 369
theta[1:]: [ 0.15979629  0.26095603  0.26631895  0.13380528  0.2368484  -0.14846206
  0.02981774  0.44715023  0.3152616 ]
L2 term: [ 0.00433052  0.00707198  0.00721732  0.00362616  0.00641866 -0.00402336
  0.00080807  0.01211789  0.00854367]
lambda_param: 10
m: 369
theta[1:]: [ 0.15990276  0.26112947  0.26685481  0.13392661  0.23783433 -0.14950542
  0.02979082  0.44847731  0.31590661]
L2 term: [ 0.00433341  0.00707668  0.00723184  0.00362945  0.00644537 -0.00405164
  0.00080734  0.01215386  0.00856115]
lambda_param: 10
m: 369
theta[1:]: [ 0.16000592  0.26129546  0.26738261  0.13404924  0.23880721 -0.15053485
  0.02976536  0.4497891   0.3165398 ]
L2 term: [ 0.0043362   0.00708118  0.00724614  0.00363277  0.00647174 -0.00407954
  0.00080665  0.01218941  0.00857831]
lambda_param: 10
m: 369
theta[1:]: [ 0.16010584  0.2614542   0.26790249  0.13417311  0.23976722 -0.15155056
  0.02974133  0.4510858   0.31716143]
L2 term: [ 0.00433891  0.00708548  0.00726023  0.00363613  0.00649776 -0.00410706
  0.000806    0.01222455  0.00859516]
lambda_param: 10
m: 369
theta[1:]: [ 0.16020262  0.26160591  0.26841458  0.1342982   0.24071456 -0.15255277
  0.0297187   0.45236765  0.31777172]
L2 term: [ 0.00434153  0.00708959  0.00727411  0.00363952  0.00652343 -0.00413422
  0.00080538  0.01225929  0.0086117 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16029633  0.26175079  0.26891901  0.13442444  0.24164942 -0.1535417
  0.02969746  0.45363485  0.31837092]
L2 term: [ 0.00434407  0.00709352  0.00728778  0.00364294  0.00654876 -0.00416102
  0.00080481  0.01229363  0.00862794]
lambda_param: 10
m: 369
theta[1:]: [ 0.16038706  0.26188903  0.26941592  0.1345518   0.24257197 -0.15451755
  0.02967758  0.45488762  0.31895923]
L2 term: [ 0.00434653  0.00709726  0.00730124  0.00364639  0.00657377 -0.00418747
  0.00080427  0.01232758  0.00864388]
lambda_param: 10
m: 369
theta[1:]: [ 0.16047488  0.26202083  0.26990542  0.13468024  0.2434824  -0.15548054
  0.02965904  0.45612617  0.3195369 ]
L2 term: [ 0.00434891  0.00710084  0.00731451  0.00364987  0.00659844 -0.00421356
  0.00080377  0.01236114  0.00865954]
lambda_param: 10
m: 369
theta[1:]: [ 0.16055987  0.26214637  0.27038765  0.13480971  0.24438089 -0.15643087
  0.02964182  0.45735068  0.32010412]
L2 term: [ 0.00435122  0.00710424  0.00732758  0.00365338  0.00662279 -0.00423932
  0.0008033   0.01239433  0.00867491]
lambda_param: 10
m: 369
theta[1:]: [ 0.16064209  0.26226582  0.27086272  0.13494016  0.2452676  -0.15736873
  0.02962589  0.45856137  0.32066111]
L2 term: [ 0.00435344  0.00710747  0.00734045  0.00365691  0.00664682 -0.00426474
  0.00080287  0.01242714  0.00869   ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16072162  0.26237936  0.27133076  0.13507156  0.24614272 -0.15829432
  0.02961123  0.45975842  0.32120808]
L2 term: [ 0.0043556   0.00711055  0.00735314  0.00366048  0.00667053 -0.00428982
  0.00080247  0.01245958  0.00870483]
lambda_param: 10
m: 369
theta[1:]: [ 0.16079853  0.26248716  0.27179187  0.13520386  0.2470064  -0.15920783
  0.02959781  0.46094201  0.32174521]
L2 term: [ 0.00435768  0.00711347  0.00736563  0.00366406  0.00669394 -0.00431458
  0.00080211  0.01249165  0.00871938]
lambda_param: 10
m: 369
theta[1:]: [ 0.16087288  0.26258938  0.27224618  0.13533702  0.24785882 -0.16010946
  0.02958562  0.46211233  0.32227272]
L2 term: [ 0.0043597   0.00711624  0.00737795  0.00366767  0.00671704 -0.00433901
  0.00080178  0.01252337  0.00873368]
lambda_param: 10
m: 369
theta[1:]: [ 0.16094474  0.26268619  0.27269378  0.135471    0.24870013 -0.16099938
  0.02957463  0.46326957  0.32279078]
L2 term: [ 0.00436165  0.00711887  0.00739008  0.0036713   0.00673984 -0.00436313
  0.00080148  0.01255473  0.00874772]
lambda_param: 10
m: 369
theta[1:]: [ 0.16101416  0.26277773  0.2731348   0.13560576  0.24953051 -0.16187779
  0.02956482  0.46441389  0.32329958]
L2 term: [ 0.00436353  0.00712135  0.00740203  0.00367495  0.00676234 -0.00438693
  0.00080121  0.01258574  0.00876151]
lambda_param: 10
m: 369
theta[1:]: [ 0.16108121  0.26286415  0.27356933  0.13574125  0.2503501  -0.16274486
  0.02955616  0.46554547  0.32379931]
L2 term: [ 0.00436534  0.00712369  0.0074138   0.00367862  0.00678456 -0.00441043
  0.00080098  0.01261641  0.00877505]
lambda_param: 10
m: 369
theta[1:]: [ 0.16114595  0.26294561  0.27399748  0.13587745  0.25115906 -0.16360076
  0.02954863  0.46666448  0.32429013]
L2 term: [ 0.0043671   0.0071259   0.00742541  0.00368232  0.00680648 -0.00443362
  0.00080078  0.01264673  0.00878835]
lambda_param: 10
m: 369
theta[1:]: [ 0.16120843  0.26302224  0.27441936  0.1360143   0.25195754 -0.16444567
  0.02954221  0.46777108  0.32477223]
L2 term: [ 0.00436879  0.00712797  0.00743684  0.00368602  0.00682812 -0.00445652
  0.0008006   0.01267672  0.00880142]
lambda_param: 10
m: 369
theta[1:]: [ 0.16126871  0.26309418  0.27483505  0.13615177  0.25274569 -0.16527976
  0.02953688  0.46886543  0.32524577]
L2 term: [ 0.00437043  0.00712992  0.0074481   0.00368975  0.00684948 -0.00447913
  0.00080046  0.01270638  0.00881425]
lambda_param: 10
m: 369
theta[1:]: [ 0.16132684  0.26316157  0.27524467  0.13628983  0.25352366 -0.1661032
  0.02953261  0.4699477   0.32571092]
L2 term: [ 0.004372    0.00713175  0.00745921  0.00369349  0.00687056 -0.00450144
  0.00080034  0.01273571  0.00882685]
lambda_param: 10
m: 369
theta[1:]: [ 0.16138287  0.26322453  0.2756483   0.13642843  0.2542916  -0.16691615
  0.02952938  0.47101803  0.32616783]
L2 term: [ 0.00437352  0.00713346  0.00747014  0.00369725  0.00689137 -0.00452347
  0.00080025  0.01276472  0.00883924]
lambda_param: 10
m: 369
theta[1:]: [ 0.16143686  0.2632832   0.27604604  0.13656754  0.25504964 -0.16771877
  0.02952718  0.47207659  0.32661667]
L2 term: [ 0.00437498  0.00713505  0.00748092  0.00370102  0.00691191 -0.00454522
  0.00080019  0.0127934   0.0088514 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16148886  0.2633377   0.27643798  0.13670713  0.25579793 -0.16851122
  0.02952597  0.47312351  0.3270576 ]
L2 term: [ 0.00437639  0.00713652  0.00749154  0.0037048   0.00693219 -0.0045667
  0.00080016  0.01282178  0.00886335]
lambda_param: 10
m: 369
theta[1:]: [ 0.16153891  0.26338814  0.27682421  0.13684716  0.2565366  -0.16929365
  0.02952573  0.47415896  0.32749075]
L2 term: [ 0.00437775  0.00713789  0.00750201  0.0037086   0.00695221 -0.0045879
  0.00080016  0.01284984  0.00887509]
lambda_param: 10
m: 369
theta[1:]: [ 0.16158706  0.26343464  0.27720483  0.13698759  0.25726579 -0.17006622
  0.02952645  0.47518306  0.32791628]
L2 term: [ 0.00437905  0.00713915  0.00751233  0.0037124   0.00697197 -0.00460884
  0.00080017  0.01287759  0.00888662]
lambda_param: 10
m: 369
theta[1:]: [ 0.16163335  0.26347732  0.27757991  0.13712839  0.25798564 -0.17082908
  0.0295281   0.47619598  0.32833433]
L2 term: [ 0.00438031  0.00714031  0.00752249  0.00371622  0.00699148 -0.00462951
  0.00080022  0.01290504  0.00889795]
lambda_param: 10
m: 369
theta[1:]: [ 0.16167784  0.26351629  0.27794954  0.13726954  0.25869627 -0.17158237
  0.02953067  0.47719783  0.32874504]
L2 term: [ 0.00438151  0.00714136  0.00753251  0.00372004  0.00701074 -0.00464993
  0.00080029  0.01293219  0.00890908]
lambda_param: 10
m: 369
theta[1:]: [ 0.16172056  0.26355165  0.27831381  0.13741099  0.25939781 -0.17232624
  0.02953413  0.47818877  0.32914856]
L2 term: [ 0.00438267  0.00714232  0.00754238  0.00372388  0.00702975 -0.00467009
  0.00080038  0.01295905  0.00892002]
lambda_param: 10
m: 369
theta[1:]: [ 0.16176155  0.26358351  0.2786728   0.13755272  0.2600904  -0.17306082
  0.02953845  0.47916892  0.32954501]
L2 term: [ 0.00438378  0.00714318  0.00755211  0.00372772  0.00704852 -0.00469
  0.0008005   0.01298561  0.00893076]
lambda_param: 10
m: 369
theta[1:]: [ 0.16180086  0.26361198  0.27902659  0.13769469  0.26077415 -0.17378627
  0.02954363  0.48013841  0.32993453]
L2 term: [ 0.00438485  0.00714396  0.0075617   0.00373156  0.00706705 -0.00470966
  0.00080064  0.01301188  0.00894132]
lambda_param: 10
m: 369
theta[1:]: [ 0.16183853  0.26363714  0.27937525  0.13783688  0.26144918 -0.17450271
  0.02954964  0.48109739  0.33031725]
L2 term: [ 0.00438587  0.00714464  0.00757115  0.00373542  0.00708534 -0.00472907
  0.0008008   0.01303787  0.00895169]
lambda_param: 10
m: 369
theta[1:]: [ 0.1618746   0.2636591   0.27971888  0.13797926  0.26211563 -0.17521028
  0.02955646  0.48204597  0.33069329]
L2 term: [ 0.00438685  0.00714523  0.00758046  0.00373928  0.0071034  -0.00474825
  0.00080099  0.01306358  0.00896188]
lambda_param: 10
m: 369
theta[1:]: [ 0.1619091   0.26367796  0.28005754  0.1381218   0.26277361 -0.17590911
  0.02956407  0.48298428  0.33106278]
L2 term: [ 0.00438778  0.00714574  0.00758964  0.00374314  0.00712124 -0.00476718
  0.00080119  0.013089    0.00897189]
lambda_param: 10
m: 369
theta[1:]: [ 0.16194207  0.26369379  0.28039131  0.13826446  0.26342323 -0.17659934
  0.02957246  0.48391244  0.33142584]
L2 term: [ 0.00438867  0.00714617  0.00759868  0.003747    0.00713884 -0.00478589
  0.00080142  0.01311416  0.00898173]
lambda_param: 10
m: 369
theta[1:]: [ 0.16197355  0.2637067   0.28072026  0.13840724  0.26406462 -0.17728108
  0.02958159  0.48483058  0.33178259]
L2 term: [ 0.00438953  0.00714652  0.0076076   0.00375087  0.00715622 -0.00480437
  0.00080167  0.01313904  0.0089914 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16200358  0.26371676  0.28104447  0.13855009  0.26469787 -0.17795446
  0.02959146  0.48573881  0.33213314]
L2 term: [ 0.00439034  0.0071468   0.00761638  0.00375474  0.00717338 -0.00482261
  0.00080194  0.01316365  0.0090009 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16203218  0.26372407  0.28136401  0.13869299  0.26532312 -0.17861961
  0.02960205  0.48663726  0.3324776 ]
L2 term: [ 0.00439112  0.00714699  0.00762504  0.00375862  0.00719033 -0.00484064
  0.00080222  0.013188    0.00901023]
lambda_param: 10
m: 369
theta[1:]: [ 0.1620594   0.2637287   0.28167894  0.13883592  0.26594046 -0.17927665
  0.02961333  0.48752603  0.3328161 ]
L2 term: [ 0.00439185  0.00714712  0.00763358  0.00376249  0.00720706 -0.00485845
  0.00080253  0.01321209  0.00901941]
lambda_param: 10
m: 369
theta[1:]: [ 0.16208526  0.26373074  0.28198934  0.13897885  0.26655001 -0.17992569
  0.02962529  0.48840524  0.33314873]
L2 term: [ 0.00439255  0.00714717  0.00764199  0.00376636  0.00722358 -0.00487603
  0.00080285  0.01323591  0.00902842]
lambda_param: 10
m: 369
theta[1:]: [ 0.1621098   0.26373026  0.28229528  0.13912177  0.26715187 -0.18056685
  0.02963791  0.48927502  0.33347561]
L2 term: [ 0.00439322  0.00714716  0.00765028  0.00377024  0.00723989 -0.00489341
  0.0008032   0.01325949  0.00903728]
lambda_param: 10
m: 369
theta[1:]: [ 0.16213306  0.26372734  0.28259682  0.13926464  0.26774615 -0.18120025
  0.02965118  0.49013545  0.33379684]
L2 term: [ 0.00439385  0.00714708  0.00765845  0.00377411  0.00725599 -0.00491058
  0.00080356  0.0132828   0.00904598]
lambda_param: 10
m: 369
theta[1:]: [ 0.16215505  0.26372206  0.28289402  0.13940744  0.26833295 -0.181826
  0.02966508  0.49098666  0.33411252]
L2 term: [ 0.00439445  0.00714694  0.0076665   0.00377798  0.0072719  -0.00492753
  0.00080393  0.01330587  0.00905454]
lambda_param: 10
m: 369
theta[1:]: [ 0.16217581  0.26371448  0.28318696  0.13955016  0.26891237 -0.1824442
  0.02967958  0.49182875  0.33442275]
L2 term: [ 0.00439501  0.00714673  0.00767444  0.00378185  0.0072876  -0.00494429
  0.00080432  0.01332869  0.00906295]
lambda_param: 10
m: 369
theta[1:]: [ 0.16219537  0.26370467  0.2834757   0.13969277  0.26948451 -0.18305497
  0.02969468  0.49266183  0.33472764]
L2 term: [ 0.00439554  0.00714647  0.00768227  0.00378571  0.0073031  -0.00496084
  0.00080473  0.01335127  0.00907121]
lambda_param: 10
m: 369
theta[1:]: [ 0.16221377  0.26369271  0.28376029  0.13983525  0.27004947 -0.18365841
  0.02971035  0.493486    0.33502727]
L2 term: [ 0.00439604  0.00714614  0.00768998  0.00378957  0.00731841 -0.00497719
  0.00080516  0.0133736   0.00907933]
lambda_param: 10
m: 369
theta[1:]: [ 0.16223102  0.26367866  0.28404081  0.13997758  0.27060735 -0.18425463
  0.02972659  0.49430136  0.33532174]
L2 term: [ 0.0043965   0.00714576  0.00769758  0.00379343  0.00733353 -0.00499335
  0.0008056   0.0133957   0.00908731]
lambda_param: 10
m: 369
theta[1:]: [ 0.16224715  0.26366259  0.2843173   0.14011974  0.27115825 -0.18484373
  0.02974337  0.49510801  0.33561115]
L2 term: [ 0.00439694  0.00714533  0.00770508  0.00379728  0.00734846 -0.00500932
  0.00080605  0.01341756  0.00909515]
lambda_param: 10
m: 369
theta[1:]: [ 0.1622622   0.26364456  0.28458984  0.14026172  0.27170225 -0.18542581
  0.02976068  0.49590606  0.33589559]
L2 term: [ 0.00439735  0.00714484  0.00771246  0.00380113  0.0073632  -0.00502509
  0.00080652  0.01343919  0.00910286]
lambda_param: 10
m: 369
theta[1:]: [ 0.16227619  0.26362463  0.28485847  0.14040349  0.27223945 -0.18600098
  0.0297785   0.4966956   0.33617513]
L2 term: [ 0.00439773  0.0071443   0.00771974  0.00380497  0.00737776 -0.00504068
  0.00080701  0.01346059  0.00911044]
lambda_param: 10
m: 369
theta[1:]: [ 0.16228913  0.26360285  0.28512326  0.14054504  0.27276995 -0.18656932
  0.02979682  0.49747673  0.33644989]
L2 term: [ 0.00439808  0.00714371  0.00772692  0.00380881  0.00739214 -0.00505608
  0.0008075   0.01348175  0.00911788]
lambda_param: 10
m: 369
theta[1:]: [ 0.16230107  0.2635793   0.28538427  0.14068635  0.27329383 -0.18713093
  0.02981562  0.49824955  0.33671993]
L2 term: [ 0.0043984   0.00714307  0.00773399  0.00381264  0.00740634 -0.0050713
  0.00080801  0.0135027   0.0091252 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16231203  0.26355403  0.28564154  0.14082741  0.27381118 -0.18768591
  0.0298349   0.49901414  0.33698534]
L2 term: [ 0.0043987   0.00714239  0.00774096  0.00381646  0.00742036 -0.00508634
  0.00080853  0.01352342  0.00913239]
lambda_param: 10
m: 369
theta[1:]: [ 0.16232202  0.26352709  0.28589514  0.14096819  0.27432209 -0.18823435
  0.02985463  0.4997706   0.3372462 ]
L2 term: [ 0.00439897  0.00714166  0.00774784  0.00382028  0.0074342  -0.0051012
  0.00080907  0.01354392  0.00913946]
lambda_param: 10
m: 369
theta[1:]: [ 0.16233107  0.26349853  0.28614511  0.14110869  0.27482664 -0.18877635
  0.0298748   0.50051903  0.3375026 ]
L2 term: [ 0.00439922  0.00714088  0.00775461  0.00382408  0.00744788 -0.00511589
  0.00080962  0.0135642   0.00914641]
lambda_param: 10
m: 369
theta[1:]: [ 0.16233921  0.26346842  0.28639152  0.14124888  0.27532492 -0.18931199
  0.02989539  0.50125951  0.33775461]
L2 term: [ 0.00439944  0.00714007  0.00776129  0.00382788  0.00746138 -0.00513041
  0.00081017  0.01358427  0.00915324]
lambda_param: 10
m: 369
theta[1:]: [ 0.16234645  0.2634368   0.28663442  0.14138876  0.27581702 -0.18984135
  0.0299164   0.50199213  0.33800232]
L2 term: [ 0.00439963  0.00713921  0.00776787  0.00383167  0.00747472 -0.00514475
  0.00081074  0.01360412  0.00915995]
lambda_param: 10
m: 369
theta[1:]: [ 0.16235283  0.26340371  0.28687384  0.1415283   0.27630301 -0.19036453
  0.02993782  0.50271698  0.33824579]
L2 term: [ 0.00439981  0.00713831  0.00777436  0.00383546  0.00748789 -0.00515893
  0.00081132  0.01362377  0.00916655]
lambda_param: 10
m: 369
theta[1:]: [ 0.16235835  0.26336922  0.28710986  0.1416675   0.27678298 -0.19088161
  0.02995961  0.50343415  0.33848511]
L2 term: [ 0.00439996  0.00713738  0.00778075  0.00383923  0.00750089 -0.00517294
  0.00081191  0.0136432   0.00917304]
lambda_param: 10
m: 369
theta[1:]: [ 0.16236305  0.26333337  0.28734251  0.14180635  0.277257   -0.19139268
  0.02998178  0.50414372  0.33872034]
L2 term: [ 0.00440008  0.00713641  0.00778706  0.00384299  0.00751374 -0.00518679
  0.00081251  0.01366243  0.00917941]
lambda_param: 10
m: 369
theta[1:]: [ 0.16236694  0.2632962   0.28757185  0.14194482  0.27772516 -0.19189781
  0.03000432  0.50484577  0.33895155]
L2 term: [ 0.00440019  0.0071354   0.00779328  0.00384674  0.00752643 -0.00520048
  0.00081313  0.01368146  0.00918568]
lambda_param: 10
m: 369
theta[1:]: [ 0.16237005  0.26325776  0.28779792  0.14208291  0.27818753 -0.1923971
  0.0300272   0.5055404   0.33917883]
L2 term: [ 0.00440027  0.00713436  0.0077994   0.00385049  0.00753896 -0.00521401
  0.00081375  0.01370028  0.00919184]
lambda_param: 10
m: 369
theta[1:]: [ 0.16237239  0.26321809  0.28802077  0.14222061  0.27864419 -0.1928906
  0.03005042  0.50622768  0.33940223]
L2 term: [ 0.00440034  0.00713328  0.00780544  0.00385422  0.00755133 -0.00522739
  0.00081437  0.01371891  0.00919789]
lambda_param: 10
m: 369
theta[1:]: [ 0.16237398  0.26317725  0.28824046  0.1423579   0.27909522 -0.19337842
  0.03007396  0.50690768  0.33962183]
L2 term: [ 0.00440038  0.00713217  0.00781139  0.00385794  0.00756356 -0.00524061
  0.00081501  0.01373734  0.00920384]
lambda_param: 10
m: 369
theta[1:]: [ 0.16237484  0.26313526  0.28845702  0.14249477  0.27954068 -0.19386061
  0.03009782  0.50758051  0.33983768]
L2 term: [ 0.0044004   0.00713104  0.00781726  0.00386165  0.00757563 -0.00525368
  0.00081566  0.01375557  0.00920969]
lambda_param: 10
m: 369
theta[1:]: [ 0.16237499  0.26309217  0.2886705   0.14263122  0.27998065 -0.19433726
  0.03012198  0.50824622  0.34004987]
L2 term: [ 0.00440041  0.00712987  0.00782305  0.00386534  0.00758755 -0.00526659
  0.00081631  0.01377361  0.00921544]
lambda_param: 10
m: 369
theta[1:]: [ 0.16237445  0.26304802  0.28888095  0.14276723  0.28041521 -0.19480845
  0.03014642  0.5089049   0.34025844]
L2 term: [ 0.00440039  0.00712867  0.00782875  0.00386903  0.00759933 -0.00527936
  0.00081698  0.01379146  0.0092211 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16237324  0.26300285  0.2890884   0.14290279  0.28084442 -0.19527424
  0.03017115  0.50955663  0.34046347]
L2 term: [ 0.00440036  0.00712745  0.00783437  0.0038727   0.00761096 -0.00529198
  0.00081765  0.01380912  0.00922665]
lambda_param: 10
m: 369
theta[1:]: [ 0.16237137  0.26295669  0.28929292  0.14303789  0.28126835 -0.19573471
  0.03019615  0.51020149  0.34066502]
L2 term: [ 0.00440031  0.0071262   0.00783992  0.00387637  0.00762245 -0.00530446
  0.00081832  0.0138266   0.00923211]
lambda_param: 10
m: 369
theta[1:]: [ 0.16236887  0.26290959  0.28949452  0.14317253  0.28168708 -0.19618993
  0.03022141  0.51083954  0.34086314]
L2 term: [ 0.00440024  0.00712492  0.00784538  0.00388001  0.0076338  -0.0053168
  0.00081901  0.01384389  0.00923748]
lambda_param: 10
m: 369
theta[1:]: [ 0.16236574  0.26286158  0.28969327  0.1433067   0.28210067 -0.19663996
  0.03024691  0.51147086  0.34105789]
L2 term: [ 0.00440016  0.00712362  0.00785077  0.00388365  0.007645   -0.005329
  0.0008197   0.013861    0.00924276]
lambda_param: 10
m: 369
theta[1:]: [ 0.16236201  0.26281269  0.2898892   0.14344038  0.28250919 -0.19708488
  0.03027265  0.51209553  0.34124934]
L2 term: [ 0.00440005  0.0071223   0.00785608  0.00388727  0.00765608 -0.00534105
  0.0008204   0.01387793  0.00924795]
lambda_param: 10
m: 369
theta[1:]: [ 0.16235768  0.26276297  0.29008235  0.14357357  0.2829127  -0.19752476
  0.03029862  0.51271362  0.34143754]
L2 term: [ 0.00439994  0.00712095  0.00786131  0.00389088  0.00766701 -0.00535297
  0.0008211   0.01389468  0.00925305]
lambda_param: 10
m: 369
theta[1:]: [ 0.16235279  0.26271243  0.29027276  0.14370626  0.28331127 -0.19795965
  0.0303248   0.51332519  0.34162255]
L2 term: [ 0.0043998   0.00711958  0.00786647  0.00389448  0.00767781 -0.00536476
  0.00082181  0.01391125  0.00925806]
lambda_param: 10
m: 369
theta[1:]: [ 0.16234733  0.26266112  0.29046048  0.14383845  0.28370497 -0.19838963
  0.0303512   0.51393033  0.34180441]
L2 term: [ 0.00439966  0.00711819  0.00787156  0.00389806  0.00768848 -0.00537641
  0.00082253  0.01392765  0.00926299]
lambda_param: 10
m: 369
theta[1:]: [ 0.16234133  0.26260906  0.29064554  0.14397012  0.28409385 -0.19881476
  0.03037779  0.51452909  0.3419832 ]
L2 term: [ 0.00439949  0.00711678  0.00787657  0.00390163  0.00769902 -0.00538793
  0.00082325  0.01394388  0.00926784]
lambda_param: 10
m: 369
theta[1:]: [ 0.16233481  0.26255629  0.29082797  0.14410128  0.28447798 -0.19923511
  0.03040457  0.51512156  0.34215896]
L2 term: [ 0.00439932  0.00711535  0.00788152  0.00390518  0.00770943 -0.00539933
  0.00082397  0.01395993  0.0092726 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16232776  0.26250284  0.29100783  0.1442319   0.28485743 -0.19965073
  0.03043153  0.51570779  0.34233173]
L2 term: [ 0.00439913  0.0071139   0.00788639  0.00390872  0.00771971 -0.00541059
  0.0008247   0.01397582  0.00927728]
lambda_param: 10
m: 369
theta[1:]: [ 0.16232022  0.26244873  0.29118513  0.144362    0.28523224 -0.20006168
  0.03045867  0.51628785  0.34250158]
L2 term: [ 0.00439892  0.00711243  0.0078912   0.00391225  0.00772987 -0.00542173
  0.00082544  0.01399154  0.00928189]
lambda_param: 10
m: 369
theta[1:]: [ 0.1623122   0.262394    0.29135993  0.14449155  0.28560249 -0.20046804
  0.03048596  0.51686181  0.34266856]
L2 term: [ 0.0043987   0.00711095  0.00789593  0.00391576  0.0077399  -0.00543274
  0.00082618  0.0140071   0.00928641]
lambda_param: 10
m: 369
theta[1:]: [ 0.1623037   0.26233867  0.29153226  0.14462056  0.28596822 -0.20086985
  0.03051342  0.51742974  0.34283271]
L2 term: [ 0.00439847  0.00710945  0.0079006   0.00391926  0.00774982 -0.00544363
  0.00082692  0.01402249  0.00929086]
lambda_param: 10
m: 369
theta[1:]: [ 0.16229474  0.26228276  0.29170216  0.14474902  0.28632951 -0.20126717
  0.03054101  0.5179917   0.34299408]
L2 term: [ 0.00439823  0.00710793  0.00790521  0.00392274  0.00775961 -0.00545439
  0.00082767  0.01403772  0.00929523]
lambda_param: 10
m: 369
theta[1:]: [ 0.16228534  0.26222632  0.29186965  0.14487693  0.28668639 -0.20166007
  0.03056875  0.51854775  0.34315271]
L2 term: [ 0.00439798  0.0071064   0.00790975  0.0039262   0.00776928 -0.00546504
  0.00082842  0.01405278  0.00929953]
lambda_param: 10
m: 369
theta[1:]: [ 0.16227551  0.26216935  0.29203478  0.14500428  0.28703894 -0.2020486
  0.03059662  0.51909796  0.34330867]
L2 term: [ 0.00439771  0.00710486  0.00791422  0.00392966  0.00777883 -0.00547557
  0.00082918  0.0140677   0.00930376]
lambda_param: 10
m: 369
theta[1:]: [ 0.16226525  0.26211189  0.29219757  0.14513106  0.28738721 -0.20243281
  0.03062461  0.51964239  0.34346198]
L2 term: [ 0.00439743  0.0071033   0.00791863  0.00393309  0.00778827 -0.00548598
  0.00082994  0.01408245  0.00930791]
lambda_param: 10
m: 369
theta[1:]: [ 0.16225459  0.26205397  0.29235807  0.14525727  0.28773125 -0.20281276
  0.03065271  0.5201811   0.34361271]
L2 term: [ 0.00439714  0.00710173  0.00792298  0.00393651  0.00779759 -0.00549628
  0.0008307   0.01409705  0.009312  ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16224353  0.26199559  0.2925163   0.14538291  0.28807112 -0.20318851
  0.03068093  0.52071415  0.34376088]
L2 term: [ 0.00439684  0.00710015  0.00792727  0.00393992  0.00780681 -0.00550646
  0.00083146  0.01411149  0.00931601]
lambda_param: 10
m: 369
theta[1:]: [ 0.16223208  0.2619368   0.2926723   0.14550797  0.28840687 -0.2035601
  0.03070924  0.52124161  0.34390655]
L2 term: [ 0.00439653  0.00709856  0.0079315   0.00394331  0.0078159  -0.00551653
  0.00083223  0.01412579  0.00931996]
lambda_param: 10
m: 369
theta[1:]: [ 0.16222027  0.2618776   0.29282611  0.14563246  0.28873855 -0.2039276
  0.03073765  0.52176353  0.34404976]
L2 term: [ 0.00439621  0.00709695  0.00793567  0.00394668  0.00782489 -0.00552649
  0.000833    0.01413993  0.00932384]
lambda_param: 10
m: 369
theta[1:]: [ 0.16220809  0.26181803  0.29297774  0.14575635  0.28906621 -0.20429104
  0.03076614  0.52227997  0.34419055]
L2 term: [ 0.00439588  0.00709534  0.00793978  0.00395004  0.00783377 -0.00553634
  0.00083377  0.01415393  0.00932766]
lambda_param: 10
m: 369
theta[1:]: [ 0.16219556  0.2617581   0.29312724  0.14587966  0.28938991 -0.20465049
  0.03079472  0.52279099  0.34432896]
L2 term: [ 0.00439554  0.00709372  0.00794383  0.00395338  0.00784255 -0.00554608
  0.00083455  0.01416778  0.00933141]
lambda_param: 10
m: 369
theta[1:]: [ 0.16218269  0.26169783  0.29327463  0.14600238  0.2897097  -0.20500599
  0.03082337  0.52329665  0.34446503]
L2 term: [ 0.00439519  0.00709208  0.00794782  0.0039567   0.00785121 -0.00555572
  0.00083532  0.01418148  0.0093351 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16216949  0.26163725  0.29341994  0.14612451  0.29002562 -0.2053576
  0.03085208  0.52379701  0.3445988 ]
L2 term: [ 0.00439484  0.00709044  0.00795176  0.00396001  0.00785977 -0.00556525
  0.0008361   0.01419504  0.00933872]
lambda_param: 10
m: 369
theta[1:]: [ 0.16215598  0.26157638  0.29356321  0.14624604  0.29033773 -0.20570535
  0.03088085  0.52429211  0.34473031]
L2 term: [ 0.00439447  0.00708879  0.00795564  0.00396331  0.00786823 -0.00557467
  0.00083688  0.01420846  0.00934228]
lambda_param: 10
m: 369
theta[1:]: [ 0.16214215  0.26151522  0.29370446  0.14636697  0.29064607 -0.2060493
  0.03090968  0.52478202  0.3448596 ]
L2 term: [ 0.0043941   0.00708713  0.00795947  0.00396658  0.00787659 -0.00558399
  0.00083766  0.01422174  0.00934579]
lambda_param: 10
m: 369
theta[1:]: [ 0.16212803  0.26145381  0.29384373  0.1464873   0.29095069 -0.2063895
  0.03093856  0.52526679  0.34498671]
L2 term: [ 0.00439371  0.00708547  0.00796324  0.00396985  0.00788484 -0.00559321
  0.00083844  0.01423487  0.00934923]
lambda_param: 10
m: 369
theta[1:]: [ 0.16211362  0.26139216  0.29398104  0.14660703  0.29125164 -0.20672599
  0.03096748  0.52574648  0.34511167]
L2 term: [ 0.00439332  0.0070838   0.00796697  0.00397309  0.007893   -0.00560233
  0.00083923  0.01424787  0.00935262]
lambda_param: 10
m: 369
theta[1:]: [ 0.16209892  0.26133029  0.29411641  0.14672615  0.29154897 -0.20705882
  0.03099644  0.52622114  0.34523452]
L2 term: [ 0.00439292  0.00708212  0.00797063  0.00397632  0.00790106 -0.00561135
  0.00084001  0.01426074  0.00935595]
lambda_param: 10
m: 369
theta[1:]: [ 0.16208396  0.26126821  0.29424989  0.14684466  0.29184272 -0.20738803
  0.03102543  0.52669082  0.3453553 ]
L2 term: [ 0.00439252  0.00708044  0.00797425  0.00397953  0.00790902 -0.00562027
  0.0008408   0.01427346  0.00935922]
lambda_param: 10
m: 369
theta[1:]: [ 0.16206874  0.26120594  0.29438149  0.14696257  0.29213293 -0.20771367
  0.03105444  0.52715558  0.34547403]
L2 term: [ 0.00439211  0.00707875  0.00797782  0.00398273  0.00791688 -0.0056291
  0.00084158  0.01428606  0.00936244]
lambda_param: 10
m: 369
theta[1:]: [ 0.16205326  0.26114351  0.29451124  0.14707986  0.29241966 -0.20803578
  0.03108347  0.52761546  0.34559077]
L2 term: [ 0.00439169  0.00707706  0.00798133  0.0039859   0.00792465 -0.00563783
  0.00084237  0.01429852  0.0093656 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16203755  0.26108091  0.29463917  0.14719654  0.29270294 -0.20835441
  0.03111252  0.52807052  0.34570553]
L2 term: [ 0.00439126  0.00707536  0.0079848   0.00398907  0.00793233 -0.00564646
  0.00084316  0.01431085  0.00936871]
lambda_param: 10
m: 369
theta[1:]: [ 0.16202159  0.26101818  0.2947653   0.14731261  0.29298281 -0.20866959
  0.03114158  0.52852081  0.34581835]
L2 term: [ 0.00439083  0.00707366  0.00798822  0.00399221  0.00793991 -0.005655
  0.00084395  0.01432306  0.00937177]
lambda_param: 10
m: 369
theta[1:]: [ 0.16200542  0.26095532  0.29488967  0.14742807  0.29325933 -0.20898137
  0.03117065  0.52896638  0.34592927]
L2 term: [ 0.00439039  0.00707196  0.00799159  0.00399534  0.00794741 -0.00566345
  0.00084473  0.01433513  0.00937478]
lambda_param: 10
m: 369
theta[1:]: [ 0.16198902  0.26089235  0.29501229  0.14754291  0.29353254 -0.2092898
  0.03119971  0.52940728  0.34603832]
L2 term: [ 0.00438995  0.00707025  0.00799491  0.00399845  0.00795481 -0.00567181
  0.00084552  0.01434708  0.00937773]
lambda_param: 10
m: 369
theta[1:]: [ 0.16197241  0.26082929  0.29513319  0.14765713  0.29380246 -0.20959491
  0.03122878  0.52984356  0.34614553]
L2 term: [ 0.0043895   0.00706854  0.00799819  0.00400155  0.00796213 -0.00568008
  0.00084631  0.0143589   0.00938064]
lambda_param: 10
m: 369
theta[1:]: [ 0.1619556   0.26076614  0.29525239  0.14777074  0.29406916 -0.20989673
  0.03125783  0.53027526  0.34625093]
L2 term: [ 0.00438904  0.00706683  0.00800142  0.00400463  0.00796935 -0.00568826
  0.0008471   0.0143706   0.00938349]
lambda_param: 10
m: 369
theta[1:]: [ 0.1619386   0.26070293  0.29536993  0.14788373  0.29433266 -0.21019532
  0.03128687  0.53070244  0.34635455]
L2 term: [ 0.00438858  0.00706512  0.00800461  0.00400769  0.00797649 -0.00569635
  0.00084788  0.01438218  0.0093863 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16192141  0.26063965  0.29548582  0.1479961   0.294593   -0.21049071
  0.03131589  0.53112514  0.34645642]
L2 term: [ 0.00438811  0.00706341  0.00800775  0.00401073  0.00798355 -0.00570436
  0.00084867  0.01439364  0.00938906]
lambda_param: 10
m: 369
theta[1:]: [ 0.16190404  0.26057634  0.29560009  0.14810785  0.29485024 -0.21078294
  0.03134489  0.53154341  0.34655657]
L2 term: [ 0.00438764  0.00706169  0.00801084  0.00401376  0.00799052 -0.00571227
  0.00084946  0.01440497  0.00939178]
lambda_param: 10
m: 369
theta[1:]: [ 0.1618865   0.26051299  0.29571275  0.14821899  0.29510439 -0.21107205
  0.03137386  0.5319573   0.34665503]
L2 term: [ 0.00438717  0.00705997  0.0080139   0.00401677  0.00799741 -0.00572011
  0.00085024  0.01441619  0.00939445]
lambda_param: 10
m: 369
theta[1:]: [ 0.16186879  0.26044963  0.29582384  0.14832951  0.29535552 -0.21135807
  0.03140281  0.53236684  0.34675183]
L2 term: [ 0.00438669  0.00705826  0.00801691  0.00401977  0.00800421 -0.00572786
  0.00085102  0.01442729  0.00939707]
lambda_param: 10
m: 369
theta[1:]: [ 0.16185093  0.26038626  0.29593338  0.14843941  0.29560364 -0.21164105
  0.03143172  0.5327721   0.34684699]
L2 term: [ 0.0043862   0.00705654  0.00801987  0.00402275  0.00801094 -0.00573553
  0.00085181  0.01443827  0.00939965]
lambda_param: 10
m: 369
theta[1:]: [ 0.16183291  0.26032289  0.29604138  0.14854869  0.2958488  -0.21192101
  0.03146059  0.53317311  0.34694055]
L2 term: [ 0.00438572  0.00705482  0.0080228   0.00402571  0.00801758 -0.00574312
  0.00085259  0.01444914  0.00940218]
lambda_param: 10
m: 369
theta[1:]: [ 0.16181475  0.26025954  0.29614788  0.14865735  0.29609104 -0.21219799
  0.03148942  0.53356991  0.34703253]
L2 term: [ 0.00438522  0.0070531   0.00802569  0.00402865  0.00802415 -0.00575062
  0.00085337  0.01445989  0.00940468]
lambda_param: 10
m: 369
theta[1:]: [ 0.16179645  0.26019621  0.29625289  0.1487654   0.29633039 -0.21247204
  0.03151821  0.53396255  0.34712295]
L2 term: [ 0.00438473  0.00705139  0.00802853  0.00403158  0.00803063 -0.00575805
  0.00085415  0.01447053  0.00940713]
lambda_param: 10
m: 369
theta[1:]: [ 0.16177801  0.26013292  0.29635643  0.14887282  0.29656689 -0.21274317
  0.03154694  0.53435108  0.34721185]
L2 term: [ 0.00438423  0.00704967  0.00803134  0.00403449  0.00803704 -0.0057654
  0.00085493  0.01448106  0.00940954]
lambda_param: 10
m: 369
theta[1:]: [ 0.16175945  0.26006968  0.29645852  0.14897964  0.29680057 -0.21301144
  0.03157563  0.53473554  0.34729925]
L2 term: [ 0.00438373  0.00704796  0.00803411  0.00403739  0.00804338 -0.00577267
  0.00085571  0.01449148  0.0094119 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16174077  0.26000649  0.29655919  0.14908583  0.29703147 -0.21327687
  0.03160426  0.53511596  0.34738517]
L2 term: [ 0.00438322  0.00704625  0.00803683  0.00404027  0.00804963 -0.00577986
  0.00085648  0.01450179  0.00941423]
lambda_param: 10
m: 369
theta[1:]: [ 0.16172198  0.25994337  0.29665845  0.14919141  0.29725963 -0.21353949
  0.03163283  0.5354924   0.34746964]
L2 term: [ 0.00438271  0.00704454  0.00803952  0.00404313  0.00805582 -0.00578698
  0.00085726  0.01451199  0.00941652]
lambda_param: 10
m: 369
theta[1:]: [ 0.16170308  0.25988032  0.29675633  0.14929638  0.29748507 -0.21379935
  0.03166134  0.53586489  0.34755268]
L2 term: [ 0.0043822   0.00704283  0.00804218  0.00404597  0.00806193 -0.00579402
  0.00085803  0.01452208  0.00941877]
lambda_param: 10
m: 369
theta[1:]: [ 0.16168408  0.25981736  0.29685284  0.14940073  0.29770784 -0.21405646
  0.03168979  0.53623347  0.34763432]
L2 term: [ 0.00438168  0.00704112  0.00804479  0.0040488   0.00806796 -0.00580099
  0.0008588   0.01453207  0.00942098]
lambda_param: 10
m: 369
theta[1:]: [ 0.16166497  0.25975449  0.29694801  0.14950447  0.29792795 -0.21431087
  0.03171817  0.53659819  0.34771458]
L2 term: [ 0.00438116  0.00703942  0.00804737  0.00405161  0.00807393 -0.00580788
  0.00085957  0.01454196  0.00942316]
lambda_param: 10
m: 369
theta[1:]: [ 0.16164578  0.25969172  0.29704185  0.1496076   0.29814546 -0.21456261
  0.03174647  0.53695908  0.34779348]
L2 term: [ 0.00438064  0.00703772  0.00804991  0.00405441  0.00807982 -0.0058147
  0.00086034  0.01455174  0.0094253 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1616265   0.25962907  0.29713439  0.14971011  0.29836038 -0.2148117
  0.03177471  0.53731619  0.34787106]
L2 term: [ 0.00438012  0.00703602  0.00805242  0.00405718  0.00808565 -0.00582146
  0.0008611   0.01456141  0.0094274 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16160714  0.25956652  0.29722563  0.14981202  0.29857276 -0.21505818
  0.03180287  0.53766955  0.34794731]
L2 term: [ 0.0043796   0.00703432  0.0080549   0.00405995  0.0080914  -0.00582813
  0.00086187  0.01457099  0.00942947]
lambda_param: 10
m: 369
theta[1:]: [ 0.1615877   0.25950411  0.2973156   0.14991332  0.29878262 -0.21530208
  0.03183095  0.53801921  0.34802228]
L2 term: [ 0.00437907  0.00703263  0.00805733  0.00406269  0.00809709 -0.00583474
  0.00086263  0.01458047  0.0094315 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16156819  0.25944182  0.29740433  0.15001401  0.29898999 -0.21554342
  0.03185895  0.5383652   0.34809599]
L2 term: [ 0.00437854  0.00703094  0.00805974  0.00406542  0.00810271 -0.00584129
  0.00086339  0.01458984  0.0094335 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16154862  0.25937968  0.29749181  0.1501141   0.29919491 -0.21578224
  0.03188686  0.53870755  0.34816844]
L2 term: [ 0.00437801  0.00702926  0.00806211  0.00406813  0.00810826 -0.00584776
  0.00086414  0.01459912  0.00943546]
lambda_param: 10
m: 369
theta[1:]: [ 0.16152898  0.25931768  0.29757808  0.15021358  0.2993974  -0.21601857
  0.03191469  0.53904632  0.34823967]
L2 term: [ 0.00437748  0.00702758  0.00806445  0.00407083  0.00811375 -0.00585416
  0.0008649   0.0146083   0.00943739]
lambda_param: 10
m: 369
theta[1:]: [ 0.16150929  0.25925584  0.29766315  0.15031246  0.2995975  -0.21625244
  0.03194243  0.53938153  0.3483097 ]
L2 term: [ 0.00437695  0.0070259   0.00806675  0.00407351  0.00811917 -0.0058605
  0.00086565  0.01461739  0.00943929]
lambda_param: 10
m: 369
theta[1:]: [ 0.16148954  0.25919415  0.29774704  0.15041073  0.29979523 -0.21648387
  0.03197008  0.53971323  0.34837854]
L2 term: [ 0.00437641  0.00702423  0.00806903  0.00407617  0.00812453 -0.00586677
  0.0008664   0.01462637  0.00944115]
lambda_param: 10
m: 369
theta[1:]: [ 0.16146974  0.25913264  0.29782976  0.15050841  0.29999063 -0.21671289
  0.03199764  0.54004144  0.34844622]
L2 term: [ 0.00437587  0.00702256  0.00807127  0.00407882  0.00812983 -0.00587298
  0.00086714  0.01463527  0.00944299]
lambda_param: 10
m: 369
theta[1:]: [ 0.1614499   0.25907129  0.29791134  0.15060549  0.30018371 -0.21693953
  0.03202511  0.54036621  0.34851275]
L2 term: [ 0.00437534  0.0070209   0.00807348  0.00408145  0.00813506 -0.00587912
  0.00086789  0.01464407  0.00944479]
lambda_param: 10
m: 369
theta[1:]: [ 0.16143002  0.25901012  0.29799178  0.15070198  0.30037452 -0.21716382
  0.03205247  0.54068757  0.34857815]
L2 term: [ 0.0043748   0.00701924  0.00807566  0.00408406  0.00814023 -0.0058852
  0.00086863  0.01465278  0.00944656]
lambda_param: 10
m: 369
theta[1:]: [ 0.16141011  0.25894914  0.2980711   0.15079787  0.30056308 -0.21738578
  0.03207974  0.54100555  0.34864245]
L2 term: [ 0.00437426  0.00701759  0.00807781  0.00408666  0.00814534 -0.00589121
  0.00086937  0.0146614   0.0094483 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16139016  0.25888835  0.29814932  0.15089316  0.30074941 -0.21760544
  0.03210691  0.5413202   0.34870566]
L2 term: [ 0.00437372  0.00701594  0.00807993  0.00408925  0.00815039 -0.00589717
  0.00087011  0.01466992  0.00945002]
lambda_param: 10
m: 369
theta[1:]: [ 0.16137019  0.25882775  0.29822646  0.15098787  0.30093354 -0.21782283
  0.03213397  0.54163154  0.34876779]
L2 term: [ 0.00437318  0.0070143   0.00808202  0.00409181  0.00815538 -0.00590306
  0.00087084  0.01467836  0.0094517 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16135019  0.25876735  0.29830253  0.15108199  0.30111551 -0.21803798
  0.03216094  0.54193961  0.34882888]
L2 term: [ 0.00437263  0.00701267  0.00808408  0.00409436  0.00816031 -0.00590889
  0.00087157  0.01468671  0.00945336]
lambda_param: 10
m: 369
theta[1:]: [ 0.16133017  0.25870716  0.29837754  0.15117552  0.30129533 -0.2182509
  0.03218779  0.54224445  0.34888893]
L2 term: [ 0.00437209  0.00701103  0.00808611  0.0040969   0.00816519 -0.00591466
  0.0008723   0.01469497  0.00945498]
lambda_param: 10
m: 369
theta[1:]: [ 0.16131013  0.25864718  0.29845151  0.15126846  0.30147304 -0.21846163
  0.03221454  0.54254609  0.34894796]
L2 term: [ 0.00437155  0.00700941  0.00808812  0.00409942  0.00817    -0.00592037
  0.00087302  0.01470315  0.00945658]
lambda_param: 10
m: 369
theta[1:]: [ 0.16129008  0.25858741  0.29852446  0.15136082  0.30164865 -0.21867018
  0.03224118  0.54284455  0.34900599]
L2 term: [ 0.004371    0.00700779  0.00809009  0.00410192  0.00817476 -0.00592602
  0.00087374  0.01471123  0.00945816]
lambda_param: 10
m: 369
theta[1:]: [ 0.16127002  0.25852786  0.2985964   0.1514526   0.3018222  -0.21887659
  0.0322677   0.54313988  0.34906304]
L2 term: [ 0.00437046  0.00700618  0.00809204  0.00410441  0.00817946 -0.00593161
  0.00087446  0.01471924  0.0094597 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16124995  0.25846853  0.29866734  0.1515438   0.30199371 -0.21908088
  0.03229412  0.5434321   0.34911912]
L2 term: [ 0.00436992  0.00700457  0.00809397  0.00410688  0.00818411 -0.00593715
  0.00087518  0.01472716  0.00946122]
lambda_param: 10
m: 369
theta[1:]: [ 0.16122988  0.25840944  0.2987373   0.15163443  0.3021632  -0.21928307
  0.03232042  0.54372126  0.34917424]
L2 term: [ 0.00436937  0.00700297  0.00809586  0.00410933  0.0081887  -0.00594263
  0.00087589  0.01473499  0.00946272]
lambda_param: 10
m: 369
theta[1:]: [ 0.16120981  0.25835057  0.29880629  0.15172448  0.30233071 -0.21948318
  0.03234661  0.54400737  0.34922843]
L2 term: [ 0.00436883  0.00700137  0.00809773  0.00411177  0.00819324 -0.00594805
  0.0008766   0.01474275  0.00946419]
lambda_param: 10
m: 369
theta[1:]: [ 0.16118974  0.25829194  0.29887433  0.15181396  0.30249624 -0.21968125
  0.03237268  0.54429047  0.34928171]
L2 term: [ 0.00436829  0.00699978  0.00809958  0.0041142   0.00819773 -0.00595342
  0.00087731  0.01475042  0.00946563]
lambda_param: 10
m: 369
theta[1:]: [ 0.16116968  0.25823355  0.29894142  0.15190287  0.30265984 -0.21987728
  0.03239864  0.5445706   0.34933407]
L2 term: [ 0.00436774  0.0069982   0.00810139  0.00411661  0.00820216 -0.00595873
  0.00087801  0.01475801  0.00946705]
lambda_param: 10
m: 369
theta[1:]: [ 0.16114963  0.2581754   0.29900759  0.15199121  0.30282151 -0.22007131
  0.03242447  0.54484778  0.34938555]
L2 term: [ 0.0043672   0.00699662  0.00810319  0.004119    0.00820655 -0.00596399
  0.00087871  0.01476552  0.00946844]
lambda_param: 10
m: 369
theta[1:]: [ 0.16112959  0.25811749  0.29907285  0.15207898  0.30298129 -0.22026336
  0.03245019  0.54512205  0.34943615]
L2 term: [ 0.00436666  0.00699505  0.00810496  0.00412138  0.00821088 -0.0059692
  0.00087941  0.01477296  0.00946981]
lambda_param: 10
m: 369
theta[1:]: [ 0.16110956  0.25805984  0.2991372   0.15216619  0.3031392  -0.22045345
  0.03247578  0.54539343  0.34948589]
L2 term: [ 0.00436611  0.00699349  0.0081067   0.00412374  0.00821515 -0.00597435
  0.0008801   0.01478031  0.00947116]
lambda_param: 10
m: 369
theta[1:]: [ 0.16108956  0.25800244  0.29920066  0.15225284  0.30329525 -0.2206416
  0.03250125  0.54566195  0.34953479]
L2 term: [ 0.00436557  0.00699194  0.00810842  0.00412609  0.00821938 -0.00597945
  0.00088079  0.01478759  0.00947249]
lambda_param: 10
m: 369
theta[1:]: [ 0.16106957  0.25794529  0.29926325  0.15233893  0.30344948 -0.22082783
  0.0325266   0.54592765  0.34958285]
L2 term: [ 0.00436503  0.00699039  0.00811012  0.00412843  0.00822356 -0.00598449
  0.00088148  0.01479479  0.00947379]
lambda_param: 10
m: 369
theta[1:]: [ 0.1610496   0.25788841  0.29932497  0.15242447  0.30360191 -0.22101217
  0.03255183  0.54619055  0.3496301 ]
L2 term: [ 0.00436449  0.00698885  0.00811179  0.00413074  0.00822769 -0.00598949
  0.00088216  0.01480191  0.00947507]
lambda_param: 10
m: 369
theta[1:]: [ 0.16102966  0.25783178  0.29938584  0.15250945  0.30375255 -0.22119463
  0.03257693  0.54645068  0.34967655]
L2 term: [ 0.00436395  0.00698731  0.00811344  0.00413305  0.00823178 -0.00599443
  0.00088284  0.01480896  0.00947633]
lambda_param: 10
m: 369
theta[1:]: [ 0.16100975  0.25777542  0.29944588  0.15259388  0.30390143 -0.22137524
  0.03260191  0.54670808  0.3497222 ]
L2 term: [ 0.00436341  0.00698578  0.00811506  0.00413534  0.00823581 -0.00599933
  0.00088352  0.01481594  0.00947757]
lambda_param: 10
m: 369
theta[1:]: [ 0.16098987  0.25771932  0.29950508  0.15267776  0.30404857 -0.22155401
  0.03262675  0.54696276  0.34976707]
L2 term: [ 0.00436287  0.00698426  0.00811667  0.00413761  0.0082398  -0.00600417
  0.00088419  0.01482284  0.00947878]
lambda_param: 10
m: 369
theta[1:]: [ 0.16097002  0.2576635   0.29956347  0.15276109  0.30419399 -0.22173098
  0.03265148  0.54721476  0.34981118]
L2 term: [ 0.00436233  0.00698275  0.00811825  0.00413987  0.00824374 -0.00600897
  0.00088486  0.01482967  0.00947998]
lambda_param: 10
m: 369
theta[1:]: [ 0.1609502   0.25760794  0.29962105  0.15284388  0.30433772 -0.22190615
  0.03267607  0.54746411  0.34985454]
L2 term: [ 0.00436179  0.00698124  0.00811981  0.00414211  0.00824763 -0.00601372
  0.00088553  0.01483643  0.00948115]
lambda_param: 10
m: 369
theta[1:]: [ 0.16093042  0.25755266  0.29967784  0.15292613  0.30447976 -0.22207955
  0.03270053  0.54771082  0.34989716]
L2 term: [ 0.00436126  0.00697975  0.00812135  0.00414434  0.00825148 -0.00601842
  0.00088619  0.01484311  0.00948231]
lambda_param: 10
m: 369
theta[1:]: [ 0.16091069  0.25749765  0.29973385  0.15300784  0.30462015 -0.2222512
  0.03272487  0.54795494  0.34993905]
L2 term: [ 0.00436072  0.00697826  0.00812287  0.00414655  0.00825529 -0.00602307
  0.00088685  0.01484973  0.00948344]
lambda_param: 10
m: 369
theta[1:]: [ 0.16089099  0.25744292  0.29978909  0.15308902  0.3047589  -0.22242111
  0.03274908  0.54819648  0.34998023]
L2 term: [ 0.00436019  0.00697677  0.00812437  0.00414875  0.00825905 -0.00602767
  0.00088751  0.01485627  0.00948456]
lambda_param: 10
m: 369
theta[1:]: [ 0.16087133  0.25738847  0.29984356  0.15316965  0.30489603 -0.22258931
  0.03277315  0.54843548  0.35002071]
L2 term: [ 0.00435966  0.0069753   0.00812584  0.00415094  0.00826277 -0.00603223
  0.00088816  0.01486275  0.00948566]
lambda_param: 10
m: 369
theta[1:]: [ 0.16085172  0.2573343   0.29989729  0.15324976  0.30503156 -0.22275581
  0.03279709  0.54867195  0.35006049]
L2 term: [ 0.00435913  0.00697383  0.0081273   0.00415311  0.00826644 -0.00603674
  0.00088881  0.01486916  0.00948673]
lambda_param: 10
m: 369
theta[1:]: [ 0.16083216  0.25728042  0.29995028  0.15332934  0.30516552 -0.22292063
  0.03282091  0.54890593  0.3500996 ]
L2 term: [ 0.0043586   0.00697237  0.00812873  0.00415527  0.00827007 -0.00604121
  0.00088946  0.0148755   0.00948779]
lambda_param: 10
m: 369
theta[1:]: [ 0.16081265  0.25722681  0.30000254  0.1534084   0.30529792 -0.2230838
  0.03284458  0.54913744  0.35013803]
L2 term: [ 0.00435807  0.00697092  0.00813015  0.00415741  0.00827366 -0.00604563
  0.0008901   0.01488177  0.00948884]
lambda_param: 10
m: 369
theta[1:]: [ 0.16079318  0.2571735   0.30005408  0.15348693  0.30542877 -0.22324533
  0.03286813  0.54936651  0.35017581]
L2 term: [ 0.00435754  0.00696947  0.00813155  0.00415954  0.0082772  -0.00605001
  0.00089074  0.01488798  0.00948986]
lambda_param: 10
m: 369
theta[1:]: [ 0.16077377  0.25712047  0.30010491  0.15356494  0.3055581  -0.22340523
  0.03289155  0.54959316  0.35021295]
L2 term: [ 0.00435701  0.00696803  0.00813292  0.00416165  0.00828071 -0.00605434
  0.00089137  0.01489412  0.00949087]
lambda_param: 10
m: 369
theta[1:]: [ 0.16075442  0.25706773  0.30015505  0.15364243  0.30568593 -0.22356353
  0.03291483  0.54981742  0.35024945]
L2 term: [ 0.00435649  0.00696661  0.00813428  0.00416375  0.00828417 -0.00605863
  0.000892    0.0149002   0.00949185]
lambda_param: 10
m: 369
theta[1:]: [ 0.16073511  0.25701528  0.30020449  0.1537194   0.30581227 -0.22372025
  0.03293797  0.55003931  0.35028532]
L2 term: [ 0.00435597  0.00696518  0.00813562  0.00416584  0.0082876  -0.00606288
  0.00089263  0.01490621  0.00949283]
lambda_param: 10
m: 369
theta[1:]: [ 0.16071587  0.25696312  0.30025326  0.15379586  0.30593715 -0.22387539
  0.03296099  0.55025885  0.35032058]
L2 term: [ 0.00435544  0.00696377  0.00813694  0.00416791  0.00829098 -0.00606708
  0.00089325  0.01491216  0.00949378]
lambda_param: 10
m: 369
theta[1:]: [ 0.16069669  0.25691125  0.30030136  0.15387182  0.30606057 -0.22402898
  0.03298386  0.55047608  0.35035524]
L2 term: [ 0.00435492  0.00696236  0.00813825  0.00416997  0.00829432 -0.00607125
  0.00089387  0.01491805  0.00949472]
lambda_param: 10
m: 369
theta[1:]: [ 0.16067756  0.25685968  0.30034879  0.15394726  0.30618256 -0.22418104
  0.03300661  0.55069101  0.3503893 ]
L2 term: [ 0.00435441  0.00696097  0.00813953  0.00417201  0.00829763 -0.00607537
  0.00089449  0.01492388  0.00949564]
lambda_param: 10
m: 369
theta[1:]: [ 0.1606585   0.25680839  0.30039558  0.1540222   0.30630314 -0.22433157
  0.03302922  0.55090366  0.35042278]
L2 term: [ 0.00435389  0.00695958  0.0081408   0.00417404  0.0083009  -0.00607945
  0.0008951   0.01492964  0.00949655]
lambda_param: 10
m: 369
theta[1:]: [ 0.1606395   0.25675741  0.30044173  0.15409664  0.30642231 -0.22448061
  0.03305169  0.55111407  0.35045568]
L2 term: [ 0.00435337  0.0069582   0.00814205  0.00417606  0.00830413 -0.00608349
  0.00089571  0.01493534  0.00949744]
lambda_param: 10
m: 369
theta[1:]: [ 0.16062057  0.25670672  0.30048724  0.15417058  0.30654011 -0.22462816
  0.03307403  0.55132226  0.35048802]
L2 term: [ 0.00435286  0.00695682  0.00814329  0.00417806  0.00830732 -0.00608748
  0.00089632  0.01494098  0.00949832]
lambda_param: 10
m: 369
theta[1:]: [ 0.1606017   0.25665632  0.30053213  0.15424402  0.30665653 -0.22477423
  0.03309623  0.55152824  0.35051981]
L2 term: [ 0.00435235  0.00695546  0.0081445   0.00418005  0.00831048 -0.00609144
  0.00089692  0.01494656  0.00949918]
lambda_param: 10
m: 369
theta[1:]: [ 0.1605829   0.25660622  0.3005764   0.15431696  0.30677161 -0.22491886
  0.0331183   0.55173204  0.35055104]
L2 term: [ 0.00435184  0.0069541   0.0081457   0.00418203  0.00831359 -0.00609536
  0.00089751  0.01495209  0.00950003]
lambda_param: 10
m: 369
theta[1:]: [ 0.16056417  0.25655642  0.30062007  0.15438942  0.30688536 -0.22506204
  0.03314023  0.55193369  0.35058175]
L2 term: [ 0.00435133  0.00695275  0.00814689  0.004184    0.00831668 -0.00609924
  0.00089811  0.01495755  0.00950086]
lambda_param: 10
m: 369
theta[1:]: [ 0.1605455   0.25650692  0.30066314  0.15446138  0.30699779 -0.22520381
  0.03316202  0.5521332   0.35061192]
L2 term: [ 0.00435083  0.00695141  0.00814805  0.00418595  0.00831972 -0.00610308
  0.0008987   0.01496296  0.00950168]
lambda_param: 10
m: 369
theta[1:]: [ 0.16052691  0.25645772  0.30070562  0.15453286  0.30710891 -0.22534416
  0.03318368  0.5523306   0.35064158]
L2 term: [ 0.00435032  0.00695007  0.0081492   0.00418788  0.00832273 -0.00610689
  0.00089929  0.01496831  0.00950248]
lambda_param: 10
m: 369
theta[1:]: [ 0.16050839  0.25640881  0.30074752  0.15460386  0.30721876 -0.22548312
  0.03320521  0.55252591  0.35067072]
L2 term: [ 0.00434982  0.00694875  0.00815034  0.00418981  0.00832571 -0.00611065
  0.00089987  0.0149736   0.00950327]
lambda_param: 10
m: 369
theta[1:]: [ 0.16048994  0.2563602   0.30078884  0.15467437  0.30732733 -0.22562071
  0.0332266   0.55271915  0.35069936]
L2 term: [ 0.00434932  0.00694743  0.00815146  0.00419172  0.00832865 -0.00611438
  0.00090045  0.01497884  0.00950405]
lambda_param: 10
m: 369
theta[1:]: [ 0.16047157  0.2563119   0.3008296   0.15474441  0.30743464 -0.22575693
  0.03324785  0.55291034  0.35072751]
L2 term: [ 0.00434882  0.00694612  0.00815256  0.00419362  0.00833156 -0.00611807
  0.00090103  0.01498402  0.00950481]
lambda_param: 10
m: 369
theta[1:]: [ 0.16045327  0.25626389  0.30086981  0.15481397  0.30754072 -0.22589181
  0.03326896  0.55309951  0.35075518]
L2 term: [ 0.00434833  0.00694482  0.00815365  0.0041955   0.00833444 -0.00612173
  0.0009016   0.01498915  0.00950556]
lambda_param: 10
m: 369
theta[1:]: [ 0.16043505  0.25621618  0.30090946  0.15488306  0.30764557 -0.22602535
  0.03328995  0.55328667  0.35078237]
L2 term: [ 0.00434783  0.00694353  0.00815473  0.00419737  0.00833728 -0.00612535
  0.00090217  0.01499422  0.0095063 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16041691  0.25616877  0.30094857  0.15495168  0.30774921 -0.22615757
  0.03331079  0.55347185  0.35080909]
L2 term: [ 0.00434734  0.00694224  0.00815579  0.00419923  0.00834009 -0.00612893
  0.00090273  0.01499924  0.00950702]
lambda_param: 10
m: 369
theta[1:]: [ 0.16039884  0.25612166  0.30098715  0.15501983  0.30785165 -0.22628849
  0.0333315   0.55365506  0.35083534]
L2 term: [ 0.00434685  0.00694097  0.00815683  0.00420108  0.00834286 -0.00613248
  0.00090329  0.0150042   0.00950773]
lambda_param: 10
m: 369
theta[1:]: [ 0.16038085  0.25607485  0.3010252   0.15508752  0.30795292 -0.22641812
  0.03335207  0.55383633  0.35086115]
L2 term: [ 0.00434636  0.0069397   0.00815786  0.00420291  0.00834561 -0.00613599
  0.00090385  0.01500911  0.00950843]
lambda_param: 10
m: 369
theta[1:]: [ 0.16036294  0.25602834  0.30106273  0.15515474  0.30805301 -0.22654647
  0.03337251  0.55401567  0.35088651]
L2 term: [ 0.00434588  0.00693844  0.00815888  0.00420474  0.00834832 -0.00613947
  0.0009044   0.01501397  0.00950912]
lambda_param: 10
m: 369
theta[1:]: [ 0.16034512  0.25598213  0.30109975  0.15522151  0.30815195 -0.22667356
  0.03339282  0.55419311  0.35091143]
L2 term: [ 0.0043454   0.00693719  0.00815988  0.00420654  0.008351   -0.00614291
  0.00090495  0.01501878  0.00950979]
lambda_param: 10
m: 369
theta[1:]: [ 0.16032737  0.25593621  0.30113626  0.15528782  0.30824975 -0.22679939
  0.03341299  0.55436867  0.35093592]
L2 term: [ 0.00434492  0.00693594  0.00816087  0.00420834  0.00835365 -0.00614633
  0.0009055   0.01502354  0.00951046]
lambda_param: 10
m: 369
theta[1:]: [ 0.1603097   0.2558906   0.30117228  0.15535367  0.30834642 -0.22692399
  0.03343302  0.55454236  0.35095998]
L2 term: [ 0.00434444  0.0069347   0.00816185  0.00421013  0.00835627 -0.0061497
  0.00090604  0.01502825  0.00951111]
lambda_param: 10
m: 369
theta[1:]: [ 0.16029212  0.25584529  0.3012078   0.15541908  0.30844198 -0.22704737
  0.03345292  0.55471421  0.35098363]
L2 term: [ 0.00434396  0.00693348  0.00816281  0.0042119   0.00835886 -0.00615305
  0.00090658  0.01503291  0.00951175]
lambda_param: 10
m: 369
theta[1:]: [ 0.16027462  0.25580027  0.30124284  0.15548403  0.30853644 -0.22716954
  0.03347268  0.55488423  0.35100687]
L2 term: [ 0.00434349  0.00693226  0.00816376  0.00421366  0.00836142 -0.00615636
  0.00090712  0.01503751  0.00951238]
lambda_param: 10
m: 369
theta[1:]: [ 0.16025721  0.25575555  0.3012774   0.15554854  0.30862981 -0.2272905
  0.03349231  0.55505244  0.35102971]
L2 term: [ 0.00434301  0.00693104  0.0081647   0.00421541  0.00836395 -0.00615963
  0.00090765  0.01504207  0.009513  ]
lambda_param: 10
m: 369
theta[1:]: [ 0.16023988  0.25571113  0.30131149  0.15561261  0.30872211 -0.22741029
  0.03351181  0.55521886  0.35105215]
L2 term: [ 0.00434254  0.00692984  0.00816562  0.00421714  0.00836645 -0.00616288
  0.00090818  0.01504658  0.00951361]
lambda_param: 10
m: 369
theta[1:]: [ 0.16022263  0.25566701  0.30134512  0.15567624  0.30881334 -0.2275289
  0.03353117  0.55538352  0.3510742 ]
L2 term: [ 0.00434208  0.00692865  0.00816653  0.00421887  0.00836893 -0.00616609
  0.0009087   0.01505104  0.00951421]
lambda_param: 10
m: 369
theta[1:]: [ 0.16020547  0.25562318  0.30137829  0.15573942  0.30890353 -0.22764635
  0.0335504   0.55554642  0.35109587]
L2 term: [ 0.00434161  0.00692746  0.00816743  0.00422058  0.00837137 -0.00616928
  0.00090923  0.01505546  0.00951479]
lambda_param: 10
m: 369
theta[1:]: [ 0.16018839  0.25557965  0.30141101  0.15580218  0.30899268 -0.22776265
  0.0335695   0.55570759  0.35111716]
L2 term: [ 0.00434115  0.00692628  0.00816832  0.00422228  0.00837379 -0.00617243
  0.00090974  0.01505983  0.00951537]
lambda_param: 10
m: 369
theta[1:]: [ 0.16017141  0.25553641  0.30144328  0.1558645   0.30908081 -0.22787782
  0.03358847  0.55586704  0.35113808]
L2 term: [ 0.00434069  0.00692511  0.00816919  0.00422397  0.00837617 -0.00617555
  0.00091026  0.01506415  0.00951594]
lambda_param: 10
m: 369
theta[1:]: [ 0.16015451  0.25549347  0.30147511  0.15592639  0.30916792 -0.22799187
  0.0336073   0.5560248   0.35115864]
L2 term: [ 0.00434023  0.00692394  0.00817006  0.00422565  0.00837853 -0.00617864
  0.00091077  0.01506842  0.00951649]
lambda_param: 10
m: 369
theta[1:]: [ 0.16013769  0.25545083  0.30150651  0.15598785  0.30925404 -0.2281048
  0.033626    0.55618087  0.35117884]
L2 term: [ 0.00433977  0.00692279  0.00817091  0.00422731  0.00838087 -0.0061817
  0.00091127  0.01507265  0.00951704]
lambda_param: 10
m: 369
theta[1:]: [ 0.16012097  0.25540848  0.30153748  0.15604889  0.30933916 -0.22821663
  0.03364457  0.55633529  0.35119869]
L2 term: [ 0.00433932  0.00692164  0.00817175  0.00422897  0.00838318 -0.00618473
  0.00091178  0.01507684  0.00951758]
lambda_param: 10
m: 369
theta[1:]: [ 0.16010433  0.25536642  0.30156804  0.15610951  0.30942331 -0.22832737
  0.033663    0.55648805  0.35121819]
L2 term: [ 0.00433887  0.0069205   0.00817258  0.00423061  0.00838546 -0.00618773
  0.00091228  0.01508098  0.00951811]
lambda_param: 10
m: 369
theta[1:]: [ 0.16008778  0.25532465  0.30159817  0.1561697   0.3095065  -0.22843704
  0.03368131  0.55663919  0.35123736]
L2 term: [ 0.00433842  0.00691937  0.00817339  0.00423224  0.00838771 -0.00619071
  0.00091277  0.01508507  0.00951863]
lambda_param: 10
m: 369
theta[1:]: [ 0.16007132  0.25528318  0.3016279   0.15622948  0.30958873 -0.22854564
  0.03369949  0.55678872  0.35125618]
L2 term: [ 0.00433798  0.00691824  0.0081742   0.00423386  0.00838994 -0.00619365
  0.00091327  0.01508913  0.00951914]
lambda_param: 10
m: 369
theta[1:]: [ 0.16005496  0.25524199  0.30165722  0.15628885  0.30967002 -0.22865319
  0.03371753  0.55693665  0.35127468]
L2 term: [ 0.00433753  0.00691713  0.00817499  0.00423547  0.00839214 -0.00619656
  0.00091375  0.01509313  0.00951964]
lambda_param: 10
m: 369
theta[1:]: [ 0.16003868  0.2552011   0.30168614  0.1563478   0.30975038 -0.2287597
  0.03373545  0.557083    0.35129286]
L2 term: [ 0.00433709  0.00691602  0.00817578  0.00423707  0.00839432 -0.00619945
  0.00091424  0.0150971   0.00952013]
lambda_param: 10
m: 369
theta[1:]: [ 0.16002249  0.25516049  0.30171468  0.15640635  0.30982982 -0.22886517
  0.03375324  0.55722779  0.35131072]
L2 term: [ 0.00433665  0.00691492  0.00817655  0.00423865  0.00839647 -0.00620231
  0.00091472  0.01510102  0.00952062]
lambda_param: 10
m: 369
theta[1:]: [ 0.16000639  0.25512018  0.30174282  0.15646449  0.30990835 -0.22896962
  0.03377089  0.55737104  0.35132827]
L2 term: [ 0.00433622  0.00691383  0.00817731  0.00424023  0.0083986  -0.00620514
  0.0009152   0.01510491  0.00952109]
lambda_param: 10
m: 369
theta[1:]: [ 0.15999038  0.25508015  0.30177058  0.15652222  0.30998598 -0.22907306
  0.03378842  0.55751275  0.3513455 ]
L2 term: [ 0.00433578  0.00691274  0.00817806  0.00424179  0.0084007  -0.00620794
  0.00091568  0.01510875  0.00952156]
lambda_param: 10
m: 369
theta[1:]: [ 0.15997446  0.25504041  0.30179797  0.15657956  0.31006272 -0.2291755
  0.03380582  0.55765295  0.35136244]
L2 term: [ 0.00433535  0.00691166  0.00817881  0.00424335  0.00840278 -0.00621072
  0.00091615  0.01511255  0.00952202]
lambda_param: 10
m: 369
theta[1:]: [ 0.15995863  0.25500095  0.30182498  0.15663649  0.31013858 -0.22927694
  0.0338231   0.55779165  0.35137908]
L2 term: [ 0.00433492  0.00691059  0.00817954  0.00424489  0.00840484 -0.00621347
  0.00091662  0.0151163   0.00952247]
lambda_param: 10
m: 369
theta[1:]: [ 0.1599429   0.25496178  0.30185163  0.15669303  0.31021358 -0.22937741
  0.03384025  0.55792887  0.35139543]
L2 term: [ 0.0043345   0.00690953  0.00818026  0.00424642  0.00840687 -0.00621619
  0.00091708  0.01512002  0.00952291]
lambda_param: 10
m: 369
theta[1:]: [ 0.15992725  0.25492289  0.30187791  0.15674918  0.31028772 -0.22947691
  0.03385727  0.55806462  0.35141149]
L2 term: [ 0.00433407  0.00690848  0.00818097  0.00424795  0.00840888 -0.00621889
  0.00091754  0.0151237   0.00952335]
lambda_param: 10
m: 369
theta[1:]: [ 0.1599117   0.25488429  0.30190384  0.15680493  0.31036101 -0.22957545
  0.03387416  0.55819892  0.35142727]
L2 term: [ 0.00433365  0.00690743  0.00818168  0.00424946  0.00841087 -0.00622156
  0.000918    0.01512734  0.00952377]
lambda_param: 10
m: 369
theta[1:]: [ 0.15989624  0.25484597  0.30192942  0.1568603   0.31043347 -0.22967305
  0.03389093  0.55833179  0.35144277]
L2 term: [ 0.00433323  0.00690639  0.00818237  0.00425096  0.00841283 -0.0062242
  0.00091845  0.01513094  0.00952419]
lambda_param: 10
m: 369
theta[1:]: [ 0.15988087  0.25480792  0.30195465  0.15691528  0.3105051  -0.2297697
  0.03390757  0.55846323  0.351458  ]
L2 term: [ 0.00433281  0.00690536  0.00818305  0.00425245  0.00841477 -0.00622682
  0.0009189   0.0151345   0.00952461]
lambda_param: 10
m: 369
theta[1:]: [ 0.15986559  0.25477016  0.30197954  0.15696987  0.31057591 -0.22986542
  0.03392409  0.55859326  0.35147296]
L2 term: [ 0.0043324   0.00690434  0.00818373  0.00425393  0.00841669 -0.00622942
  0.00091935  0.01513803  0.00952501]
lambda_param: 10
m: 369
theta[1:]: [ 0.15985041  0.25473268  0.30200409  0.15702409  0.31064592 -0.22996022
  0.03394049  0.5587219   0.35148766]
L2 term: [ 0.00433199  0.00690332  0.00818439  0.0042554   0.00841859 -0.00623198
  0.0009198   0.01514151  0.00952541]
lambda_param: 10
m: 369
theta[1:]: [ 0.15983531  0.25469547  0.30202831  0.15707792  0.31071512 -0.23005412
  0.03395676  0.55884916  0.3515021 ]
L2 term: [ 0.00433158  0.00690232  0.00818505  0.00425685  0.00842046 -0.00623453
  0.00092024  0.01514496  0.0095258 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15982031  0.25465854  0.3020522   0.15713138  0.31078354 -0.23014711
  0.03397291  0.55897506  0.35151628]
L2 term: [ 0.00433117  0.00690132  0.0081857   0.0042583   0.00842232 -0.00623705
  0.00092068  0.01514838  0.00952619]
lambda_param: 10
m: 369
theta[1:]: [ 0.1598054   0.25462189  0.30207577  0.15718447  0.31085118 -0.23023921
  0.03398893  0.5590996   0.35153022]
L2 term: [ 0.00433077  0.00690032  0.00818634  0.00425974  0.00842415 -0.00623954
  0.00092111  0.01515175  0.00952656]
lambda_param: 10
m: 369
theta[1:]: [ 0.15979059  0.25458551  0.30209902  0.15723718  0.31091805 -0.23033043
  0.03400484  0.55922282  0.3515439 ]
L2 term: [ 0.00433037  0.00689934  0.00818697  0.00426117  0.00842596 -0.00624202
  0.00092154  0.01515509  0.00952694]
lambda_param: 10
m: 369
theta[1:]: [ 0.15977586  0.2545494   0.30212196  0.15728953  0.31098415 -0.23042077
  0.03402062  0.55934471  0.35155735]
L2 term: [ 0.00432997  0.00689836  0.00818759  0.00426259  0.00842775 -0.00624447
  0.00092197  0.01515839  0.0095273 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15976123  0.25451356  0.30214458  0.15734151  0.3110495  -0.23051025
  0.03403628  0.55946529  0.35157056]
L2 term: [ 0.00432957  0.00689739  0.0081882   0.004264    0.00842953 -0.00624689
  0.00092239  0.01516166  0.00952766]
lambda_param: 10
m: 369
theta[1:]: [ 0.15974669  0.254478    0.3021669   0.15739313  0.31111411 -0.23059887
  0.03405183  0.55958457  0.35158353]
L2 term: [ 0.00432918  0.00689642  0.0081888   0.0042654   0.00843128 -0.00624929
  0.00092281  0.01516489  0.00952801]
lambda_param: 10
m: 369
theta[1:]: [ 0.15973224  0.2544427   0.30218892  0.15744438  0.31117799 -0.23068665
  0.03406725  0.55970258  0.35159628]
L2 term: [ 0.00432879  0.00689547  0.0081894   0.00426679  0.00843301 -0.00625167
  0.00092323  0.01516809  0.00952835]
lambda_param: 10
m: 369
theta[1:]: [ 0.15971788  0.25440767  0.30221064  0.15749527  0.31124114 -0.23077359
  0.03408255  0.55981932  0.35160879]
L2 term: [ 0.0043284   0.00689452  0.00818999  0.00426816  0.00843472 -0.00625403
  0.00092365  0.01517126  0.00952869]
lambda_param: 10
m: 369
theta[1:]: [ 0.15970361  0.25437291  0.30223206  0.15754581  0.31130357 -0.2308597
  0.03409774  0.5599348   0.35162109]
L2 term: [ 0.00432801  0.00689357  0.00819057  0.00426953  0.00843641 -0.00625636
  0.00092406  0.01517438  0.00952903]
lambda_param: 10
m: 369
theta[1:]: [ 0.15968944  0.25433842  0.3022532   0.157596    0.31136529 -0.23094499
  0.0341128   0.56004904  0.35163317]
L2 term: [ 0.00432763  0.00689264  0.00819114  0.00427089  0.00843808 -0.00625867
  0.00092447  0.01517748  0.00952935]
lambda_param: 10
m: 369
theta[1:]: [ 0.15967536  0.25430419  0.30227405  0.15764583  0.31142631 -0.23102947
  0.03412775  0.56016205  0.35164503]
L2 term: [ 0.00432725  0.00689171  0.00819171  0.00427224  0.00843974 -0.00626096
  0.00092487  0.01518054  0.00952968]
lambda_param: 10
m: 369
theta[1:]: [ 0.15966137  0.25427022  0.30229462  0.15769531  0.31148663 -0.23111315
  0.03414259  0.56027385  0.35165668]
L2 term: [ 0.00432687  0.00689079  0.00819227  0.00427359  0.00844137 -0.00626323
  0.00092527  0.01518357  0.00952999]
lambda_param: 10
m: 369
theta[1:]: [ 0.15964747  0.25423652  0.30231491  0.15774444  0.31154628 -0.23119603
  0.0341573   0.56038444  0.35166812]
L2 term: [ 0.00432649  0.00688988  0.00819282  0.00427492  0.00844299 -0.00626547
  0.00092567  0.01518657  0.0095303 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15963367  0.25420307  0.30233492  0.15779323  0.31160524 -0.23127812
  0.0341719   0.56049384  0.35167936]
L2 term: [ 0.00432612  0.00688897  0.00819336  0.00427624  0.00844459 -0.0062677
  0.00092607  0.01518954  0.00953061]
lambda_param: 10
m: 369
theta[1:]: [ 0.15961995  0.25416989  0.30235467  0.15784168  0.31166354 -0.23135943
  0.03418639  0.56060207  0.3516904 ]
L2 term: [ 0.00432574  0.00688807  0.00819389  0.00427755  0.00844617 -0.0062699
  0.00092646  0.01519247  0.00953091]
lambda_param: 10
m: 369
theta[1:]: [ 0.15960633  0.25413696  0.30237415  0.15788978  0.31172117 -0.23143997
  0.03420076  0.56070913  0.35170125]
L2 term: [ 0.00432537  0.00688718  0.00819442  0.00427886  0.00844773 -0.00627209
  0.00092685  0.01519537  0.0095312 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15959279  0.25410429  0.30239337  0.15793755  0.31177815 -0.23151975
  0.03421502  0.56081503  0.35171189]
L2 term: [ 0.00432501  0.0068863   0.00819494  0.00428015  0.00844927 -0.00627425
  0.00092724  0.01519824  0.00953149]
lambda_param: 10
m: 369
theta[1:]: [ 0.15957935  0.25407188  0.30241233  0.15798498  0.31183449 -0.23159877
  0.03422916  0.56091979  0.35172235]
L2 term: [ 0.00432464  0.00688542  0.00819546  0.00428144  0.0084508  -0.00627639
  0.00092762  0.01520108  0.00953177]
lambda_param: 10
m: 369
theta[1:]: [ 0.159566    0.25403972  0.30243103  0.15803208  0.31189018 -0.23167704
  0.03424319  0.56102342  0.35173262]
L2 term: [ 0.00432428  0.00688455  0.00819596  0.00428271  0.00845231 -0.00627851
  0.000928    0.01520389  0.00953205]
lambda_param: 10
m: 369
theta[1:]: [ 0.15955274  0.25400781  0.30244948  0.15807885  0.31194525 -0.23175458
  0.03425711  0.56112594  0.35174271]
L2 term: [ 0.00432392  0.00688368  0.00819646  0.00428398  0.0084538  -0.00628061
  0.00092838  0.01520666  0.00953232]
lambda_param: 10
m: 369
theta[1:]: [ 0.15953957  0.25397615  0.30246768  0.15812529  0.31199969 -0.23183138
  0.03427092  0.56122734  0.35175262]
L2 term: [ 0.00432357  0.00688282  0.00819696  0.00428524  0.00845528 -0.00628269
  0.00092875  0.01520941  0.00953259]
lambda_param: 10
m: 369
theta[1:]: [ 0.15952648  0.25394475  0.30248563  0.1581714   0.31205352 -0.23190745
  0.03428462  0.56132765  0.35176235]
L2 term: [ 0.00432321  0.00688197  0.00819744  0.00428649  0.00845673 -0.00628475
  0.00092912  0.01521213  0.00953285]
lambda_param: 10
m: 369
theta[1:]: [ 0.15951349  0.25391359  0.30250335  0.15821719  0.31210674 -0.23198281
  0.03429821  0.56142688  0.3517719 ]
L2 term: [ 0.00432286  0.00688113  0.00819792  0.00428773  0.00845818 -0.0062868
  0.00092949  0.01521482  0.00953311]
lambda_param: 10
m: 369
theta[1:]: [ 0.15950059  0.25388268  0.30252082  0.15826265  0.31215935 -0.23205746
  0.03431168  0.56152504  0.35178128]
L2 term: [ 0.00432251  0.00688029  0.0081984   0.00428896  0.0084596  -0.00628882
  0.00092986  0.01521748  0.00953337]
lambda_param: 10
m: 369
theta[1:]: [ 0.15948778  0.25385202  0.30253806  0.15830779  0.31221137 -0.2321314
  0.03432505  0.56162213  0.3517905 ]
L2 term: [ 0.00432216  0.00687946  0.00819886  0.00429018  0.00846101 -0.00629082
  0.00093022  0.01522011  0.00953362]
lambda_param: 10
m: 369
theta[1:]: [ 0.15947506  0.2538216   0.30255507  0.15835262  0.3122628  -0.23220465
  0.03433831  0.56171818  0.35179954]
L2 term: [ 0.00432182  0.00687863  0.00819932  0.0042914   0.00846241 -0.00629281
  0.00093058  0.01522271  0.00953386]
lambda_param: 10
m: 369
theta[1:]: [ 0.15946242  0.25379142  0.30257185  0.15839713  0.31231365 -0.23227721
  0.03435147  0.56181318  0.35180843]
L2 term: [ 0.00432147  0.00687782  0.00819978  0.00429261  0.00846378 -0.00629478
  0.00093093  0.01522529  0.0095341 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15944988  0.25376149  0.3025884   0.15844133  0.31236393 -0.23234908
  0.03436451  0.56190716  0.35181715]
L2 term: [ 0.00432113  0.00687701  0.00820023  0.0042938   0.00846515 -0.00629672
  0.00093129  0.01522784  0.00953434]
lambda_param: 10
m: 369
theta[1:]: [ 0.15943742  0.2537318   0.30260473  0.15848521  0.31241364 -0.23242028
  0.03437745  0.56200012  0.35182572]
L2 term: [ 0.0043208   0.0068762   0.00820067  0.00429499  0.00846649 -0.00629865
  0.00093164  0.01523036  0.00953457]
lambda_param: 10
m: 369
theta[1:]: [ 0.15942505  0.25370234  0.30262084  0.15852879  0.31246278 -0.23249082
  0.03439029  0.56209207  0.35183413]
L2 term: [ 0.00432046  0.0068754   0.00820111  0.00429617  0.00846783 -0.00630056
  0.00093199  0.01523285  0.0095348 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15941277  0.25367313  0.30263673  0.15857206  0.31251138 -0.23256069
  0.03440302  0.56218303  0.35184239]
L2 term: [ 0.00432013  0.00687461  0.00820154  0.00429735  0.00846914 -0.00630246
  0.00093233  0.01523531  0.00953502]
lambda_param: 10
m: 369
theta[1:]: [ 0.15940058  0.25364415  0.30265241  0.15861502  0.31255942 -0.2326299
  0.03441564  0.562273    0.3518505 ]
L2 term: [ 0.0043198   0.00687383  0.00820196  0.00429851  0.00847044 -0.00630433
  0.00093267  0.01523775  0.00953524]
lambda_param: 10
m: 369
theta[1:]: [ 0.15938847  0.2536154   0.30266787  0.15865768  0.31260692 -0.23269847
  0.03442816  0.56236199  0.35185846]
L2 term: [ 0.00431947  0.00687305  0.00820238  0.00429967  0.00847173 -0.00630619
  0.00093301  0.01524016  0.00953546]
lambda_param: 10
m: 369
theta[1:]: [ 0.15937645  0.25358689  0.30268313  0.15870004  0.31265389 -0.2327664
  0.03444058  0.56245002  0.35186628]
L2 term: [ 0.00431915  0.00687227  0.00820279  0.00430081  0.00847301 -0.00630803
  0.00093335  0.01524255  0.00953567]
lambda_param: 10
m: 369
theta[1:]: [ 0.15936452  0.25355861  0.30269819  0.1587421   0.31270033 -0.23283369
  0.0344529   0.56253709  0.35187395]
L2 term: [ 0.00431882  0.00687151  0.0082032   0.00430195  0.00847426 -0.00630986
  0.00093368  0.01524491  0.00953588]
lambda_param: 10
m: 369
theta[1:]: [ 0.15935268  0.25353057  0.30271304  0.15878387  0.31274624 -0.23290035
  0.03446511  0.56262322  0.35188149]
L2 term: [ 0.0043185   0.00687075  0.00820361  0.00430309  0.00847551 -0.00631166
  0.00093401  0.01524724  0.00953608]
lambda_param: 10
m: 369
theta[1:]: [ 0.15934092  0.25350275  0.30272769  0.15882534  0.31279163 -0.23296639
  0.03447722  0.56270841  0.35188889]
L2 term: [ 0.00431818  0.00686999  0.008204    0.00430421  0.00847674 -0.00631345
  0.00093434  0.01524955  0.00953628]
lambda_param: 10
m: 369
theta[1:]: [ 0.15932924  0.25347516  0.30274214  0.15886651  0.31283652 -0.23303181
  0.03448923  0.56279268  0.35189616]
L2 term: [ 0.00431787  0.00686925  0.00820439  0.00430533  0.00847795 -0.00631523
  0.00093467  0.01525183  0.00953648]
lambda_param: 10
m: 369
theta[1:]: [ 0.15931766  0.2534478   0.3027564   0.1589074   0.3128809  -0.23309662
  0.03450114  0.56287603  0.35190329]
L2 term: [ 0.00431755  0.0068685   0.00820478  0.00430643  0.00847916 -0.00631698
  0.00093499  0.01525409  0.00953667]
lambda_param: 10
m: 369
theta[1:]: [ 0.15930615  0.25342066  0.30277047  0.158948    0.31292478 -0.23316083
  0.03451295  0.56295847  0.35191029]
L2 term: [ 0.00431724  0.00686777  0.00820516  0.00430753  0.00848035 -0.00631872
  0.00093531  0.01525633  0.00953686]
lambda_param: 10
m: 369
theta[1:]: [ 0.15929473  0.25339374  0.30278435  0.15898831  0.31296816 -0.23322444
  0.03452467  0.56304002  0.35191716]
L2 term: [ 0.00431693  0.00686704  0.00820554  0.00430863  0.00848152 -0.00632045
  0.00093563  0.01525854  0.00953705]
lambda_param: 10
m: 369
theta[1:]: [ 0.1592834   0.25336705  0.30279804  0.15902834  0.31301106 -0.23328746
  0.03453628  0.56312068  0.35192391]
L2 term: [ 0.00431662  0.00686632  0.00820591  0.00430971  0.00848268 -0.00632215
  0.00093594  0.01526072  0.00953723]
lambda_param: 10
m: 369
theta[1:]: [ 0.15927215  0.25334058  0.30281155  0.15906808  0.31305348 -0.2333499
  0.0345478   0.56320046  0.35193054]
L2 term: [ 0.00431632  0.0068656   0.00820628  0.00431079  0.00848383 -0.00632385
  0.00093625  0.01526289  0.00953741]
lambda_param: 10
m: 369
theta[1:]: [ 0.15926099  0.25331433  0.30282488  0.15910755  0.31309542 -0.23341175
  0.03455922  0.56327937  0.35193704]
L2 term: [ 0.00431602  0.00686489  0.00820664  0.00431186  0.00848497 -0.00632552
  0.00093656  0.01526502  0.00953759]
lambda_param: 10
m: 369
theta[1:]: [ 0.1592499   0.2532883   0.30283802  0.15914673  0.31313688 -0.23347303
  0.03457054  0.56335742  0.35194342]
L2 term: [ 0.00431572  0.00686418  0.00820699  0.00431292  0.00848609 -0.00632718
  0.00093687  0.01526714  0.00953776]
lambda_param: 10
m: 369
theta[1:]: [ 0.1592389   0.25326248  0.30285099  0.15918564  0.31317789 -0.23353374
  0.03458177  0.56343462  0.35194969]
L2 term: [ 0.00431542  0.00686348  0.00820734  0.00431397  0.00848721 -0.00632883
  0.00093718  0.01526923  0.00953793]
lambda_param: 10
m: 369
theta[1:]: [ 0.15922799  0.25323688  0.30286379  0.15922428  0.31321843 -0.23359389
  0.0345929   0.56351098  0.35195584]
L2 term: [ 0.00431512  0.00686279  0.00820769  0.00431502  0.0084883  -0.00633046
  0.00093748  0.0152713   0.0095381 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15921715  0.25321149  0.30287641  0.15926264  0.31325851 -0.23365348
  0.03460394  0.5635865   0.35196188]
L2 term: [ 0.00431483  0.0068621   0.00820803  0.00431606  0.00848939 -0.00633207
  0.00093778  0.01527335  0.00953826]
lambda_param: 10
m: 369
theta[1:]: [ 0.1592064   0.25318632  0.30288887  0.15930073  0.31329815 -0.23371252
  0.03461489  0.5636612   0.3519678 ]
L2 term: [ 0.00431454  0.00686142  0.00820837  0.00431709  0.00849046 -0.00633367
  0.00093807  0.01527537  0.00953842]
lambda_param: 10
m: 369
theta[1:]: [ 0.15919573  0.25316136  0.30290116  0.15933855  0.31333734 -0.23377101
  0.03462574  0.56373509  0.35197362]
L2 term: [ 0.00431425  0.00686074  0.0082087   0.00431812  0.00849153 -0.00633526
  0.00093837  0.01527737  0.00953858]
lambda_param: 10
m: 369
theta[1:]: [ 0.15918514  0.2531366   0.30291328  0.15937611  0.31337609 -0.23382896
  0.0346365   0.56380816  0.35197933]
L2 term: [ 0.00431396  0.00686007  0.00820903  0.00431914  0.00849258 -0.00633683
  0.00093866  0.01527935  0.00953874]
lambda_param: 10
m: 369
theta[1:]: [ 0.15917463  0.25311206  0.30292524  0.1594134   0.31341441 -0.23388638
  0.03464717  0.56388044  0.35198493]
L2 term: [ 0.00431368  0.00685941  0.00820936  0.00432015  0.00849362 -0.00633838
  0.00093895  0.01528131  0.00953889]
lambda_param: 10
m: 369
theta[1:]: [ 0.15916421  0.25308772  0.30293704  0.15945042  0.31345229 -0.23394327
  0.03465774  0.56395193  0.35199043]
L2 term: [ 0.00431339  0.00685875  0.00820968  0.00432115  0.00849464 -0.00633993
  0.00093923  0.01528325  0.00953904]
lambda_param: 10
m: 369
theta[1:]: [ 0.15915386  0.25306359  0.30294868  0.15948719  0.31348976 -0.23399963
  0.03466823  0.56402264  0.35199583]
L2 term: [ 0.00431311  0.00685809  0.00820999  0.00432215  0.00849566 -0.00634145
  0.00093952  0.01528517  0.00953918]
lambda_param: 10
m: 369
theta[1:]: [ 0.15914359  0.25303966  0.30296016  0.15952369  0.3135268  -0.23405548
  0.03467863  0.56409257  0.35200113]
L2 term: [ 0.00431283  0.00685744  0.0082103   0.00432314  0.00849666 -0.00634297
  0.0009398   0.01528706  0.00953933]
lambda_param: 10
m: 369
theta[1:]: [ 0.1591334   0.25301594  0.30297149  0.15955994  0.31356343 -0.23411081
  0.03468893  0.56416173  0.35200633]
L2 term: [ 0.00431256  0.0068568   0.00821061  0.00432412  0.00849765 -0.00634447
  0.00094008  0.01528894  0.00953947]
lambda_param: 10
m: 369
theta[1:]: [ 0.15912329  0.25299242  0.30298267  0.15959593  0.31359964 -0.23416563
  0.03469915  0.56423014  0.35201143]
L2 term: [ 0.00431228  0.00685616  0.00821091  0.00432509  0.00849864 -0.00634595
  0.00094036  0.01529079  0.00953961]
lambda_param: 10
m: 369
theta[1:]: [ 0.15911326  0.25296909  0.30299369  0.15963167  0.31363546 -0.23421994
  0.03470928  0.5642978   0.35201644]
L2 term: [ 0.00431201  0.00685553  0.00821121  0.00432606  0.00849961 -0.00634742
  0.00094063  0.01529262  0.00953974]
lambda_param: 10
m: 369
theta[1:]: [ 0.15910331  0.25294597  0.30300457  0.15966716  0.31367087 -0.23427376
  0.03471932  0.56436472  0.35202135]
L2 term: [ 0.00431174  0.0068549   0.00821151  0.00432702  0.00850057 -0.00634888
  0.0009409   0.01529444  0.00953987]
lambda_param: 10
m: 369
theta[1:]: [ 0.15909343  0.25292304  0.30301531  0.15970239  0.31370588 -0.23432708
  0.03472928  0.5644309   0.35202617]
L2 term: [ 0.00431148  0.00685428  0.0082118   0.00432798  0.00850151 -0.00635033
  0.00094117  0.01529623  0.00954   ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15908364  0.25290031  0.3030259   0.15973738  0.31374051 -0.23437992
  0.03473915  0.56449635  0.35203091]
L2 term: [ 0.00431121  0.00685367  0.00821208  0.00432893  0.00850245 -0.00635176
  0.00094144  0.015298    0.00954013]
lambda_param: 10
m: 369
theta[1:]: [ 0.15907391  0.25287778  0.30303634  0.15977212  0.31377474 -0.23443227
  0.03474893  0.56456109  0.35203555]
L2 term: [ 0.00431095  0.00685306  0.00821237  0.00432987  0.00850338 -0.00635318
  0.00094171  0.01529976  0.00954026]
lambda_param: 10
m: 369
theta[1:]: [ 0.15906427  0.25285544  0.30304665  0.15980662  0.3138086  -0.23448414
  0.03475863  0.56462512  0.3520401 ]
L2 term: [ 0.00431068  0.00685245  0.00821265  0.0043308   0.0085043  -0.00635458
  0.00094197  0.01530149  0.00954038]
lambda_param: 10
m: 369
theta[1:]: [ 0.1590547   0.25283329  0.30305682  0.15984087  0.31384207 -0.23453553
  0.03476824  0.56468844  0.35204458]
L2 term: [ 0.00431043  0.00685185  0.00821292  0.00433173  0.00850521 -0.00635598
  0.00094223  0.01530321  0.0095405 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15904521  0.25281133  0.30306685  0.15987488  0.31387517 -0.23458646
  0.03477777  0.56475106  0.35204896]
L2 term: [ 0.00431017  0.00685126  0.00821319  0.00433265  0.0085061  -0.00635736
  0.00094249  0.01530491  0.00954062]
lambda_param: 10
m: 369
theta[1:]: [ 0.15903579  0.25278956  0.30307675  0.15990865  0.3139079  -0.23463692
  0.03478722  0.564813    0.35205327]
L2 term: [ 0.00430991  0.00685067  0.00821346  0.00433357  0.00850699 -0.00635872
  0.00094274  0.01530659  0.00954074]
lambda_param: 10
m: 369
theta[1:]: [ 0.15902645  0.25276797  0.30308651  0.15994218  0.31394027 -0.23468692
  0.03479658  0.56487425  0.35205749]
L2 term: [ 0.00430966  0.00685008  0.00821373  0.00433448  0.00850787 -0.00636008
  0.000943    0.01530825  0.00954085]
lambda_param: 10
m: 369
theta[1:]: [ 0.15901718  0.25274658  0.30309614  0.15997548  0.31397227 -0.23473646
  0.03480586  0.56493483  0.35206163]
L2 term: [ 0.00430941  0.0068495   0.00821399  0.00433538  0.00850873 -0.00636142
  0.00094325  0.01530989  0.00954097]
lambda_param: 10
m: 369
theta[1:]: [ 0.15900799  0.25272537  0.30310565  0.16000854  0.31400392 -0.23478555
  0.03481506  0.56499475  0.3520657 ]
L2 term: [ 0.00430916  0.00684893  0.00821425  0.00433627  0.00850959 -0.00636275
  0.0009435   0.01531151  0.00954108]
lambda_param: 10
m: 369
theta[1:]: [ 0.15899887  0.25270434  0.30311503  0.16004136  0.31403522 -0.23483419
  0.03482418  0.565054    0.35206969]
L2 term: [ 0.00430891  0.00684836  0.0082145   0.00433716  0.00851044 -0.00636407
  0.00094374  0.01531312  0.00954118]
lambda_param: 10
m: 369
theta[1:]: [ 0.15898983  0.2526835   0.30312428  0.16007396  0.31406616 -0.23488239
  0.03483322  0.5651126   0.3520736 ]
L2 term: [ 0.00430867  0.00684779  0.00821475  0.00433805  0.00851128 -0.00636538
  0.00094399  0.0153147   0.00954129]
lambda_param: 10
m: 369
theta[1:]: [ 0.15898085  0.25266284  0.3031334   0.16010633  0.31409676 -0.23493016
  0.03484218  0.56517055  0.35207744]
L2 term: [ 0.00430842  0.00684723  0.008215    0.00433892  0.00851211 -0.00636667
  0.00094423  0.01531628  0.00954139]
lambda_param: 10
m: 369
theta[1:]: [ 0.15897195  0.25264235  0.30314241  0.16013847  0.31412702 -0.23497748
  0.03485106  0.56522786  0.3520812 ]
L2 term: [ 0.00430818  0.00684668  0.00821524  0.0043398   0.00851293 -0.00636795
  0.00094447  0.01531783  0.0095415 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15896312  0.25262205  0.30315129  0.16017038  0.31415694 -0.23502438
  0.03485986  0.56528454  0.35208489]
L2 term: [ 0.00430794  0.00684613  0.00821548  0.00434066  0.00851374 -0.00636922
  0.00094471  0.01531936  0.0095416 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15895436  0.25260192  0.30316005  0.16020206  0.31418653 -0.23507085
  0.03486859  0.56534059  0.35208852]
L2 term: [ 0.00430771  0.00684558  0.00821572  0.00434152  0.00851454 -0.00637048
  0.00094495  0.01532088  0.00954169]
lambda_param: 10
m: 369
theta[1:]: [ 0.15894568  0.25258197  0.3031687   0.16023353  0.31421579 -0.2351169
  0.03487723  0.56539603  0.35209207]
L2 term: [ 0.00430747  0.00684504  0.00821595  0.00434237  0.00851533 -0.00637173
  0.00094518  0.01532239  0.00954179]
lambda_param: 10
m: 369
theta[1:]: [ 0.15893706  0.2525622   0.30317723  0.16026477  0.31424473 -0.23516254
  0.0348858   0.56545085  0.35209556]
L2 term: [ 0.00430724  0.0068445   0.00821619  0.00434322  0.00851612 -0.00637297
  0.00094541  0.01532387  0.00954189]
lambda_param: 10
m: 369
theta[1:]: [ 0.15892852  0.2525426   0.30318564  0.16029579  0.31427334 -0.23520776
  0.0348943   0.56550506  0.35209898]
L2 term: [ 0.00430701  0.00684397  0.00821641  0.00434406  0.00851689 -0.00637419
  0.00094564  0.01532534  0.00954198]
lambda_param: 10
m: 369
theta[1:]: [ 0.15892004  0.25252317  0.30319395  0.1603266   0.31430163 -0.23525257
  0.03490272  0.56555868  0.35210233]
L2 term: [ 0.00430678  0.00684345  0.00821664  0.00434489  0.00851766 -0.00637541
  0.00094587  0.01532679  0.00954207]
lambda_param: 10
m: 369
theta[1:]: [ 0.15891164  0.25250391  0.30320214  0.16035718  0.31432961 -0.23529697
  0.03491106  0.5656117   0.35210562]
L2 term: [ 0.00430655  0.00684292  0.00821686  0.00434572  0.00851842 -0.00637661
  0.0009461   0.01532823  0.00954216]
lambda_param: 10
m: 369
theta[1:]: [ 0.1589033   0.25248482  0.30321022  0.16038756  0.31435728 -0.23534097
  0.03491933  0.56566413  0.35210885]
L2 term: [ 0.00430632  0.00684241  0.00821708  0.00434655  0.00851917 -0.0063778
  0.00094632  0.01532965  0.00954225]
lambda_param: 10
m: 369
theta[1:]: [ 0.15889503  0.2524659   0.30321819  0.16041771  0.31438464 -0.23538458
  0.03492752  0.56571598  0.35211201]
L2 term: [ 0.0043061   0.00684189  0.0082173   0.00434736  0.00851991 -0.00637899
  0.00094655  0.01533106  0.00954233]
lambda_param: 10
m: 369
theta[1:]: [ 0.15888683  0.25244715  0.30322606  0.16044766  0.31441169 -0.23542779
  0.03493564  0.56576725  0.35211511]
L2 term: [ 0.00430588  0.00684139  0.00821751  0.00434818  0.00852064 -0.00638016
  0.00094677  0.01533245  0.00954242]
lambda_param: 10
m: 369
theta[1:]: [ 0.1588787   0.25242856  0.30323382  0.16047739  0.31443845 -0.23547062
  0.03494369  0.56581796  0.35211816]
L2 term: [ 0.00430566  0.00684088  0.00821772  0.00434898  0.00852137 -0.00638132
  0.00094698  0.01533382  0.0095425 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15887064  0.25241013  0.30324147  0.16050692  0.3144649  -0.23551305
  0.03495167  0.5658681   0.35212114]
L2 term: [ 0.00430544  0.00684038  0.00821793  0.00434978  0.00852208 -0.00638247
  0.0009472   0.01533518  0.00954258]
lambda_param: 10
m: 369
theta[1:]: [ 0.15886264  0.25239187  0.30324902  0.16053624  0.31449107 -0.23555511
  0.03495957  0.56591769  0.35212407]
L2 term: [ 0.00430522  0.00683989  0.00821813  0.00435058  0.00852279 -0.00638361
  0.00094741  0.01533652  0.00954266]
lambda_param: 10
m: 369
theta[1:]: [ 0.15885471  0.25237378  0.30325648  0.16056535  0.31451694 -0.23559678
  0.03496741  0.56596672  0.35212694]
L2 term: [ 0.00430501  0.0068394   0.00821833  0.00435136  0.00852349 -0.00638474
  0.00094763  0.01533785  0.00954274]
lambda_param: 10
m: 369
theta[1:]: [ 0.15884685  0.25235584  0.30326383  0.16059426  0.31454253 -0.23563809
  0.03497517  0.56601521  0.35212975]
L2 term: [ 0.00430479  0.00683891  0.00821853  0.00435215  0.00852419 -0.00638586
  0.00094784  0.01533917  0.00954281]
lambda_param: 10
m: 369
theta[1:]: [ 0.15883905  0.25233806  0.30327108  0.16062296  0.31456783 -0.23567902
  0.03498286  0.56606316  0.35213251]
L2 term: [ 0.00430458  0.00683843  0.00821873  0.00435293  0.00852487 -0.00638697
  0.00094805  0.01534047  0.00954289]
lambda_param: 10
m: 369
theta[1:]: [ 0.15883132  0.25232045  0.30327824  0.16065147  0.31459285 -0.23571958
  0.03499048  0.56611058  0.35213522]
L2 term: [ 0.00430437  0.00683795  0.00821892  0.0043537   0.00852555 -0.00638806
  0.00094825  0.01534175  0.00954296]
lambda_param: 10
m: 369
theta[1:]: [ 0.15882365  0.25230298  0.30328529  0.16067977  0.31461759 -0.23575978
  0.03499804  0.56615746  0.35213787]
L2 term: [ 0.00430416  0.00683748  0.00821911  0.00435447  0.00852622 -0.00638915
  0.00094846  0.01534302  0.00954303]
lambda_param: 10
m: 369
theta[1:]: [ 0.15881604  0.25228568  0.30329226  0.16070787  0.31464206 -0.23579962
  0.03500552  0.56620383  0.35214047]
L2 term: [ 0.00430396  0.00683701  0.0082193   0.00435523  0.00852689 -0.00639023
  0.00094866  0.01534428  0.0095431 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1588085   0.25226853  0.30329913  0.16073578  0.31466626 -0.2358391
  0.03501294  0.56624967  0.35214302]
L2 term: [ 0.00430375  0.00683655  0.00821949  0.00435598  0.00852754 -0.0063913
  0.00094886  0.01534552  0.00954317]
lambda_param: 10
m: 369
theta[1:]: [ 0.15880103  0.25225153  0.30330591  0.16076349  0.31469019 -0.23587823
  0.03502029  0.56629501  0.35214552]
L2 term: [ 0.00430355  0.00683608  0.00821967  0.00435673  0.00852819 -0.00639236
  0.00094906  0.01534675  0.00954324]
lambda_param: 10
m: 369
theta[1:]: [ 0.15879361  0.25223469  0.30331259  0.16079101  0.31471386 -0.23591701
  0.03502758  0.56633984  0.35214797]
L2 term: [ 0.00430335  0.00683563  0.00821985  0.00435748  0.00852883 -0.00639341
  0.00094926  0.01534796  0.00954331]
lambda_param: 10
m: 369
theta[1:]: [ 0.15878626  0.25221799  0.30331919  0.16081833  0.31473726 -0.23595544
  0.03503479  0.56638417  0.35215037]
L2 term: [ 0.00430315  0.00683518  0.00822003  0.00435822  0.00852947 -0.00639446
  0.00094945  0.01534916  0.00954337]
lambda_param: 10
m: 369
theta[1:]: [ 0.15877898  0.25220145  0.3033257   0.16084546  0.31476041 -0.23599353
  0.03504195  0.566428    0.35215273]
L2 term: [ 0.00430295  0.00683473  0.00822021  0.00435896  0.00853009 -0.00639549
  0.00094965  0.01535035  0.00954343]
lambda_param: 10
m: 369
theta[1:]: [ 0.15877175  0.25218505  0.30333212  0.1608724   0.31478329 -0.23603127
  0.03504903  0.56647134  0.35215503]
L2 term: [ 0.00430276  0.00683428  0.00822038  0.00435969  0.00853071 -0.00639651
  0.00094984  0.01535153  0.0095435 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15876459  0.25216881  0.30333846  0.16089915  0.31480593 -0.23606869
  0.03505605  0.5665142   0.3521573 ]
L2 term: [ 0.00430256  0.00683384  0.00822055  0.00436041  0.00853133 -0.00639753
  0.00095003  0.01535269  0.00954356]
lambda_param: 10
m: 369
theta[1:]: [ 0.15875748  0.25215271  0.30334471  0.16092572  0.31482831 -0.23610577
  0.03506301  0.56655658  0.35215951]
L2 term: [ 0.00430237  0.00683341  0.00822072  0.00436113  0.00853193 -0.00639853
  0.00095022  0.01535384  0.00954362]
lambda_param: 10
m: 369
theta[1:]: [ 0.15875044  0.25213675  0.30335087  0.1609521   0.31485045 -0.23614251
  0.0350699   0.56659848  0.35216169]
L2 term: [ 0.00430218  0.00683297  0.00822089  0.00436185  0.00853253 -0.00639953
  0.0009504   0.01535497  0.00954368]
lambda_param: 10
m: 369
theta[1:]: [ 0.15874346  0.25212094  0.30335695  0.16097829  0.31487234 -0.23617894
  0.03507674  0.56663991  0.35216382]
L2 term: [ 0.00430199  0.00683255  0.00822106  0.00436256  0.00853313 -0.00640051
  0.00095059  0.0153561   0.00954373]
lambda_param: 10
m: 369
theta[1:]: [ 0.15873654  0.25210527  0.30336295  0.1610043   0.31489399 -0.23621503
  0.0350835   0.56668088  0.35216591]
L2 term: [ 0.0043018   0.00683212  0.00822122  0.00436326  0.00853371 -0.00640149
  0.00095077  0.01535721  0.00954379]
lambda_param: 10
m: 369
theta[1:]: [ 0.15872967  0.25208975  0.30336887  0.16103013  0.3149154  -0.23625081
  0.03509021  0.56672139  0.35216795]
L2 term: [ 0.00430162  0.0068317   0.00822138  0.00436396  0.00853429 -0.00640246
  0.00095095  0.0153583   0.00954385]
lambda_param: 10
m: 369
theta[1:]: [ 0.15872287  0.25207436  0.30337471  0.16105578  0.31493657 -0.23628627
  0.03509685  0.56676145  0.35216996]
L2 term: [ 0.00430143  0.00683128  0.00822154  0.00436466  0.00853487 -0.00640342
  0.00095113  0.01535939  0.0095439 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15871613  0.25205912  0.30338048  0.16108124  0.31495751 -0.23632141
  0.03510344  0.56680105  0.35217192]
L2 term: [ 0.00430125  0.00683087  0.00822169  0.00436535  0.00853543 -0.00640437
  0.00095131  0.01536046  0.00954395]
lambda_param: 10
m: 369
theta[1:]: [ 0.15870944  0.25204401  0.30338616  0.16110653  0.31497822 -0.23635625
  0.03510996  0.56684021  0.35217385]
L2 term: [ 0.00430107  0.00683046  0.00822185  0.00436603  0.008536   -0.00640532
  0.00095149  0.01536152  0.00954401]
lambda_param: 10
m: 369
theta[1:]: [ 0.15870281  0.25202904  0.30339177  0.16113165  0.3149987  -0.23639077
  0.03511642  0.56687893  0.35217574]
L2 term: [ 0.00430089  0.00683006  0.008222    0.00436671  0.00853655 -0.00640625
  0.00095166  0.01536257  0.00954406]
lambda_param: 10
m: 369
theta[1:]: [ 0.15869624  0.25201421  0.3033973   0.16115658  0.31501896 -0.23642499
  0.03512282  0.56691721  0.35217758]
L2 term: [ 0.00430071  0.00682965  0.00822215  0.00436739  0.0085371  -0.00640718
  0.00095184  0.01536361  0.00954411]
lambda_param: 10
m: 369
theta[1:]: [ 0.15868972  0.25199951  0.30340276  0.16118135  0.31503899 -0.23645891
  0.03512917  0.56695506  0.3521794 ]
L2 term: [ 0.00430053  0.00682926  0.0082223   0.00436806  0.00853764 -0.0064081
  0.00095201  0.01536464  0.00954416]
lambda_param: 10
m: 369
theta[1:]: [ 0.15868327  0.25198495  0.30340814  0.16120594  0.3150588  -0.23649253
  0.03513545  0.56699248  0.35218117]
L2 term: [ 0.00430036  0.00682886  0.00822244  0.00436872  0.00853818 -0.00640901
  0.00095218  0.01536565  0.00954421]
lambda_param: 10
m: 369
theta[1:]: [ 0.15867687  0.25197052  0.30341345  0.16123035  0.31507839 -0.23652585
  0.03514168  0.56702949  0.35218291]
L2 term: [ 0.00430019  0.00682847  0.00822259  0.00436939  0.00853871 -0.00640991
  0.00095235  0.01536665  0.00954425]
lambda_param: 10
m: 369
theta[1:]: [ 0.15867052  0.25195622  0.30341869  0.1612546   0.31509776 -0.23655887
  0.03514785  0.56706607  0.35218461]
L2 term: [ 0.00430001  0.00682808  0.00822273  0.00437004  0.00853923 -0.00641081
  0.00095252  0.01536764  0.0095443 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15866423  0.25194205  0.30342386  0.16127868  0.31511693 -0.23659161
  0.03515396  0.56710224  0.35218628]
L2 term: [ 0.00429984  0.0068277   0.00822287  0.0043707   0.00853975 -0.0064117
  0.00095268  0.01536862  0.00954434]
lambda_param: 10
m: 369
theta[1:]: [ 0.15865799  0.25192802  0.30342896  0.16130259  0.31513588 -0.23662405
  0.03516001  0.56713801  0.35218792]
L2 term: [ 0.00429967  0.00682732  0.00822301  0.00437134  0.00854027 -0.00641258
  0.00095285  0.01536959  0.00954439]
lambda_param: 10
m: 369
theta[1:]: [ 0.15865181  0.25191411  0.30343399  0.16132633  0.31515462 -0.23665621
  0.03516601  0.56717337  0.35218952]
L2 term: [ 0.00429951  0.00682694  0.00822314  0.00437199  0.00854078 -0.00641345
  0.00095301  0.01537055  0.00954443]
lambda_param: 10
m: 369
theta[1:]: [ 0.15864569  0.25190033  0.30343896  0.16134991  0.31517315 -0.23668809
  0.03517195  0.56720833  0.35219109]
L2 term: [ 0.00429934  0.00682657  0.00822328  0.00437263  0.00854128 -0.00641431
  0.00095317  0.0153715   0.00954447]
lambda_param: 10
m: 369
theta[1:]: [ 0.15863962  0.25188667  0.30344385  0.16137332  0.31519149 -0.23671969
  0.03517784  0.56724289  0.35219262]
L2 term: [ 0.00429918  0.0068262   0.00822341  0.00437326  0.00854177 -0.00641517
  0.00095333  0.01537244  0.00954452]
lambda_param: 10
m: 369
theta[1:]: [ 0.1586336   0.25187314  0.30344868  0.16139657  0.31520962 -0.23675101
  0.03518367  0.56727706  0.35219413]
L2 term: [ 0.00429901  0.00682583  0.00822354  0.00437389  0.00854227 -0.00641602
  0.00095349  0.01537336  0.00954456]
lambda_param: 10
m: 369
theta[1:]: [ 0.15862763  0.25185974  0.30345345  0.16141966  0.31522755 -0.23678205
  0.03518945  0.56731085  0.3521956 ]
L2 term: [ 0.00429885  0.00682547  0.00822367  0.00437452  0.00854275 -0.00641686
  0.00095364  0.01537428  0.0095446 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15862172  0.25184646  0.30345815  0.16144259  0.31524528 -0.23681283
  0.03519517  0.56734425  0.35219704]
L2 term: [ 0.00429869  0.00682511  0.0082238   0.00437514  0.00854323 -0.00641769
  0.0009538   0.01537518  0.00954464]
lambda_param: 10
m: 369
theta[1:]: [ 0.15861586  0.2518333   0.30346278  0.16146536  0.31526282 -0.23684333
  0.03520084  0.56737727  0.35219846]
L2 term: [ 0.00429853  0.00682475  0.00822392  0.00437575  0.00854371 -0.00641852
  0.00095395  0.01537608  0.00954467]
lambda_param: 10
m: 369
theta[1:]: [ 0.15861005  0.25182026  0.30346736  0.16148796  0.31528016 -0.23687357
  0.03520646  0.56740992  0.35219984]
L2 term: [ 0.00429838  0.0068244   0.00822405  0.00437637  0.00854418 -0.00641934
  0.0009541   0.01537696  0.00954471]
lambda_param: 10
m: 369
theta[1:]: [ 0.15860429  0.25180735  0.30347187  0.16151042  0.31529731 -0.23690354
  0.03521202  0.56744219  0.35220119]
L2 term: [ 0.00429822  0.00682405  0.00822417  0.00437698  0.00854464 -0.00642015
  0.00095426  0.01537784  0.00954475]
lambda_param: 10
m: 369
theta[1:]: [ 0.15859859  0.25179455  0.30347632  0.16153271  0.31531428 -0.23693325
  0.03521753  0.5674741   0.35220252]
L2 term: [ 0.00429806  0.0068237   0.00822429  0.00437758  0.0085451  -0.00642096
  0.0009544   0.0153787   0.00954478]
lambda_param: 10
m: 369
theta[1:]: [ 0.15859293  0.25178187  0.30348071  0.16155485  0.31533106 -0.2369627
  0.03522299  0.56750565  0.35220382]
L2 term: [ 0.00429791  0.00682336  0.00822441  0.00437818  0.00854556 -0.00642175
  0.00095455  0.01537956  0.00954482]
lambda_param: 10
m: 369
theta[1:]: [ 0.15858733  0.25176931  0.30348504  0.16157684  0.31534765 -0.23699189
  0.0352284   0.56753684  0.35220509]
L2 term: [ 0.00429776  0.00682302  0.00822453  0.00437878  0.00854601 -0.00642254
  0.0009547   0.0153804   0.00954485]
lambda_param: 10
m: 369
theta[1:]: [ 0.15858177  0.25175687  0.30348932  0.16159867  0.31536407 -0.23702083
  0.03523376  0.56756767  0.35220634]
L2 term: [ 0.00429761  0.00682268  0.00822464  0.00437937  0.00854645 -0.00642333
  0.00095484  0.01538124  0.00954489]
lambda_param: 10
m: 369
theta[1:]: [ 0.15857627  0.25174454  0.30349353  0.16162035  0.3153803  -0.23704951
  0.03523907  0.56759815  0.35220756]
L2 term: [ 0.00429746  0.00682235  0.00822476  0.00437996  0.00854689 -0.00642411
  0.00095499  0.01538206  0.00954492]
lambda_param: 10
m: 369
theta[1:]: [ 0.15857081  0.25173233  0.30349769  0.16164189  0.31539635 -0.23707795
  0.03524432  0.56762829  0.35220875]
L2 term: [ 0.00429731  0.00682201  0.00822487  0.00438054  0.00854733 -0.00642488
  0.00095513  0.01538288  0.00954495]
lambda_param: 10
m: 369
theta[1:]: [ 0.1585654   0.25172023  0.30350179  0.16166327  0.31541223 -0.23710614
  0.03524953  0.56765808  0.35220992]
L2 term: [ 0.00429717  0.00682169  0.00822498  0.00438112  0.00854776 -0.00642564
  0.00095527  0.01538369  0.00954498]
lambda_param: 10
m: 369
theta[1:]: [ 0.15856005  0.25170824  0.30350584  0.1616845   0.31542794 -0.23713408
  0.03525469  0.56768753  0.35221106]
L2 term: [ 0.00429702  0.00682136  0.00822509  0.00438169  0.00854818 -0.0064264
  0.00095541  0.01538449  0.00954502]
lambda_param: 10
m: 369
theta[1:]: [ 0.15855473  0.25169637  0.30350983  0.16170559  0.31544347 -0.23716178
  0.0352598   0.56771664  0.35221218]
L2 term: [ 0.00429688  0.00682104  0.0082252   0.00438227  0.0085486  -0.00642715
  0.00095555  0.01538527  0.00954505]
lambda_param: 10
m: 369
theta[1:]: [ 0.15854947  0.2516846   0.30351377  0.16172653  0.31545883 -0.23718924
  0.03526486  0.56774542  0.35221327]
L2 term: [ 0.00429673  0.00682072  0.00822531  0.00438283  0.00854902 -0.00642789
  0.00095569  0.01538605  0.00954508]
lambda_param: 10
m: 369
theta[1:]: [ 0.15854426  0.25167295  0.30351765  0.16174732  0.31547402 -0.23721646
  0.03526987  0.56777387  0.35221435]
L2 term: [ 0.00429659  0.00682041  0.00822541  0.0043834   0.00854943 -0.00642863
  0.00095582  0.01538683  0.0095451 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15853909  0.2516614   0.30352148  0.16176797  0.31548905 -0.23724345
  0.03527484  0.56780199  0.35221539]
L2 term: [ 0.00429645  0.00682009  0.00822551  0.00438396  0.00854984 -0.00642936
  0.00095596  0.01538759  0.00954513]
lambda_param: 10
m: 369
theta[1:]: [ 0.15853397  0.25164997  0.30352526  0.16178848  0.31550391 -0.2372702
  0.03527975  0.5678298   0.35221642]
L2 term: [ 0.00429631  0.00681978  0.00822562  0.00438451  0.00855024 -0.00643009
  0.00095609  0.01538834  0.00954516]
lambda_param: 10
m: 369
theta[1:]: [ 0.15852889  0.25163864  0.30352899  0.16180885  0.31551861 -0.23729672
  0.03528463  0.56785728  0.35221742]
L2 term: [ 0.00429618  0.00681948  0.00822572  0.00438506  0.00855064 -0.00643081
  0.00095622  0.01538909  0.00954519]
lambda_param: 10
m: 369
theta[1:]: [ 0.15852386  0.25162741  0.30353267  0.16182907  0.31553315 -0.23732301
  0.03528945  0.56788445  0.35221841]
L2 term: [ 0.00429604  0.00681917  0.00822582  0.00438561  0.00855103 -0.00643152
  0.00095635  0.01538982  0.00954521]
lambda_param: 10
m: 369
theta[1:]: [ 0.15851888  0.25161629  0.3035363   0.16184915  0.31554753 -0.23734908
  0.03529423  0.5679113   0.35221937]
L2 term: [ 0.0042959   0.00681887  0.00822592  0.00438616  0.00855142 -0.00643222
  0.00095648  0.01539055  0.00954524]
lambda_param: 10
m: 369
theta[1:]: [ 0.15851394  0.25160528  0.30353987  0.1618691   0.31556175 -0.23737492
  0.03529896  0.56793785  0.35222031]
L2 term: [ 0.00429577  0.00681857  0.00822601  0.0043867   0.00855181 -0.00643292
  0.00095661  0.01539127  0.00954527]
lambda_param: 10
m: 369
theta[1:]: [ 0.15850905  0.25159437  0.3035434   0.16188891  0.31557581 -0.23740053
  0.03530365  0.56796409  0.35222123]
L2 term: [ 0.00429564  0.00681828  0.00822611  0.00438723  0.00855219 -0.00643362
  0.00095674  0.01539198  0.00954529]
lambda_param: 10
m: 369
theta[1:]: [ 0.1585042   0.25158356  0.30354689  0.16190858  0.31558972 -0.23742593
  0.0353083   0.56799003  0.35222213]
L2 term: [ 0.00429551  0.00681798  0.0082262   0.00438777  0.00855257 -0.00643431
  0.00095686  0.01539268  0.00954532]
lambda_param: 10
m: 369
theta[1:]: [ 0.1584994   0.25157285  0.30355032  0.16192811  0.31560348 -0.2374511
  0.0353129   0.56801567  0.35222301]
L2 term: [ 0.00429538  0.00681769  0.0082263   0.0043883   0.00855294 -0.00643499
  0.00095699  0.01539338  0.00954534]
lambda_param: 10
m: 369
theta[1:]: [ 0.15849464  0.25156225  0.30355371  0.16194751  0.31561709 -0.23747606
  0.03531745  0.56804102  0.35222387]
L2 term: [ 0.00429525  0.00681741  0.00822639  0.00438882  0.00855331 -0.00643567
  0.00095711  0.01539407  0.00954536]
lambda_param: 10
m: 369
theta[1:]: [ 0.15848992  0.25155174  0.30355705  0.16196678  0.31563055 -0.23750081
  0.03532196  0.56806607  0.35222471]
L2 term: [ 0.00429512  0.00681712  0.00822648  0.00438934  0.00855367 -0.00643634
  0.00095723  0.01539474  0.00954539]
lambda_param: 10
m: 369
theta[1:]: [ 0.15848525  0.25154134  0.30356034  0.16198591  0.31564387 -0.23752534
  0.03532643  0.56809083  0.35222553]
L2 term: [ 0.00429499  0.00681684  0.00822657  0.00438986  0.00855403 -0.006437
  0.00095736  0.01539542  0.00954541]
lambda_param: 10
m: 369
theta[1:]: [ 0.15848061  0.25153103  0.3035636   0.16200492  0.31565703 -0.23754966
  0.03533086  0.56811531  0.35222634]
L2 term: [ 0.00429487  0.00681656  0.00822666  0.00439038  0.00855439 -0.00643766
  0.00095748  0.01539608  0.00954543]
lambda_param: 10
m: 369
theta[1:]: [ 0.15847603  0.25152082  0.3035668   0.16202379  0.31567006 -0.23757377
  0.03533524  0.56813951  0.35222712]
L2 term: [ 0.00429474  0.00681628  0.00822674  0.00439089  0.00855474 -0.00643831
  0.00095759  0.01539673  0.00954545]
lambda_param: 10
m: 369
theta[1:]: [ 0.15847148  0.2515107   0.30356996  0.16204253  0.31568294 -0.23759768
  0.03533958  0.56816342  0.35222789]
L2 term: [ 0.00429462  0.00681601  0.00822683  0.0043914   0.00855509 -0.00643896
  0.00095771  0.01539738  0.00954547]
lambda_param: 10
m: 369
theta[1:]: [ 0.15846697  0.25150068  0.30357308  0.16206114  0.31569568 -0.23762138
  0.03534388  0.56818706  0.35222865]
L2 term: [ 0.0042945   0.00681574  0.00822691  0.0043919   0.00855544 -0.0064396
  0.00095783  0.01539802  0.00954549]
lambda_param: 10
m: 369
theta[1:]: [ 0.15846251  0.25149076  0.30357616  0.16207962  0.31570828 -0.23764488
  0.03534814  0.56821042  0.35222938]
L2 term: [ 0.00429438  0.00681547  0.008227    0.0043924   0.00855578 -0.00644024
  0.00095794  0.01539866  0.00954551]
lambda_param: 10
m: 369
theta[1:]: [ 0.15845809  0.25148093  0.3035792   0.16209798  0.31572075 -0.23766817
  0.03535235  0.56823352  0.3522301 ]
L2 term: [ 0.00429426  0.0068152   0.00822708  0.0043929   0.00855612 -0.00644087
  0.00095806  0.01539928  0.00954553]
lambda_param: 10
m: 369
theta[1:]: [ 0.15845371  0.2514712   0.30358219  0.1621162   0.31573308 -0.23769127
  0.03535653  0.56825634  0.3522308 ]
L2 term: [ 0.00429414  0.00681494  0.00822716  0.00439339  0.00855645 -0.0064415
  0.00095817  0.0153999   0.00954555]
lambda_param: 10
m: 369
theta[1:]: [ 0.15844937  0.25146155  0.30358514  0.16213431  0.31574527 -0.23771417
  0.03536067  0.5682789   0.35223149]
L2 term: [ 0.00429402  0.00681468  0.00822724  0.00439388  0.00855678 -0.00644212
  0.00095828  0.01540051  0.00954557]
lambda_param: 10
m: 369
theta[1:]: [ 0.15844507  0.251452    0.30358805  0.16215229  0.31575733 -0.23773688
  0.03536476  0.5683012   0.35223216]
L2 term: [ 0.0042939   0.00681442  0.00822732  0.00439437  0.00855711 -0.00644273
  0.00095839  0.01540112  0.00954559]
lambda_param: 10
m: 369
theta[1:]: [ 0.15844081  0.25144254  0.30359093  0.16217014  0.31576926 -0.23775939
  0.03536882  0.56832324  0.35223282]
L2 term: [ 0.00429379  0.00681416  0.0082274   0.00439485  0.00855743 -0.00644334
  0.0009585   0.01540171  0.0095456 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15843659  0.25143317  0.30359376  0.16218788  0.31578106 -0.23778171
  0.03537284  0.56834502  0.35223346]
L2 term: [ 0.00429367  0.00681391  0.00822747  0.00439534  0.00855775 -0.00644395
  0.00095861  0.0154023   0.00954562]
lambda_param: 10
m: 369
theta[1:]: [ 0.1584324   0.25142389  0.30359655  0.16220549  0.31579273 -0.23780383
  0.03537682  0.56836655  0.35223408]
L2 term: [ 0.00429356  0.00681366  0.00822755  0.00439581  0.00855807 -0.00644455
  0.00095872  0.01540289  0.00954564]
lambda_param: 10
m: 369
theta[1:]: [ 0.15842826  0.25141469  0.30359931  0.16222298  0.31580427 -0.23782578
  0.03538076  0.56838783  0.3522347 ]
L2 term: [ 0.00429345  0.00681341  0.00822762  0.00439629  0.00855838 -0.00644514
  0.00095883  0.01540346  0.00954566]
lambda_param: 10
m: 369
theta[1:]: [ 0.15842416  0.25140559  0.30360203  0.16224035  0.31581569 -0.23784753
  0.03538466  0.56840886  0.35223529]
L2 term: [ 0.00429334  0.00681316  0.0082277   0.00439676  0.00855869 -0.00644573
  0.00095893  0.01540403  0.00954567]
lambda_param: 10
m: 369
theta[1:]: [ 0.15842009  0.25139657  0.30360471  0.1622576   0.31582699 -0.2378691
  0.03538852  0.56842964  0.35223588]
L2 term: [ 0.00429323  0.00681292  0.00822777  0.00439722  0.008559   -0.00644632
  0.00095904  0.0154046   0.00954569]
lambda_param: 10
m: 369
theta[1:]: [ 0.15841606  0.25138764  0.30360735  0.16227473  0.31583816 -0.23789049
  0.03539235  0.56845018  0.35223645]
L2 term: [ 0.00429312  0.00681267  0.00822784  0.00439769  0.0085593  -0.0064469
  0.00095914  0.01540515  0.0095457 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15841207  0.25137879  0.30360996  0.16229175  0.3158492  -0.23791169
  0.03539614  0.56847048  0.352237  ]
L2 term: [ 0.00429301  0.00681243  0.00822791  0.00439815  0.0085596  -0.00644747
  0.00095924  0.0154057   0.00954572]
lambda_param: 10
m: 369
theta[1:]: [ 0.15840812  0.25137003  0.30361253  0.16230865  0.31586013 -0.23793272
  0.03539989  0.56849054  0.35223755]
L2 term: [ 0.0042929   0.0068122   0.00822798  0.00439861  0.0085599  -0.00644804
  0.00095935  0.01540625  0.00954573]
lambda_param: 10
m: 369
theta[1:]: [ 0.1584042   0.25136135  0.30361507  0.16232543  0.31587094 -0.23795356
  0.0354036   0.56851037  0.35223808]
L2 term: [ 0.0042928   0.00681196  0.00822805  0.00439906  0.00856019 -0.00644861
  0.00095945  0.01540679  0.00954575]
lambda_param: 10
m: 369
theta[1:]: [ 0.15840032  0.25135275  0.30361757  0.1623421   0.31588164 -0.23797423
  0.03540728  0.56852996  0.3522386 ]
L2 term: [ 0.00429269  0.00681173  0.00822812  0.00439951  0.00856048 -0.00644917
  0.00095955  0.01540732  0.00954576]
lambda_param: 10
m: 369
theta[1:]: [ 0.15839648  0.25134424  0.30362004  0.16235866  0.31589221 -0.23799473
  0.03541093  0.56854933  0.3522391 ]
L2 term: [ 0.00429259  0.0068115   0.00822819  0.00439996  0.00856076 -0.00644972
  0.00095965  0.01540784  0.00954578]
lambda_param: 10
m: 369
theta[1:]: [ 0.15839267  0.25133581  0.30362247  0.1623751   0.31590267 -0.23801505
  0.03541454  0.56856846  0.3522396 ]
L2 term: [ 0.00429248  0.00681127  0.00822825  0.00440041  0.00856105 -0.00645027
  0.00095974  0.01540836  0.00954579]
lambda_param: 10
m: 369
theta[1:]: [ 0.1583889   0.25132746  0.30362487  0.16239143  0.31591302 -0.2380352
  0.03541811  0.56858738  0.35224008]
L2 term: [ 0.00429238  0.00681104  0.00822832  0.00440085  0.00856133 -0.00645082
  0.00095984  0.01540887  0.0095458 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15838517  0.25131919  0.30362724  0.16240764  0.31592325 -0.23805519
  0.03542165  0.56860607  0.35224055]
L2 term: [ 0.00429228  0.00681082  0.00822838  0.00440129  0.00856161 -0.00645136
  0.00095994  0.01540938  0.00954581]
lambda_param: 10
m: 369
theta[1:]: [ 0.15838146  0.251311    0.30362957  0.16242375  0.31593338 -0.238075
  0.03542515  0.56862454  0.35224101]
L2 term: [ 0.00429218  0.0068106   0.00822844  0.00440173  0.00856188 -0.0064519
  0.00096003  0.01540988  0.00954583]
lambda_param: 10
m: 369
theta[1:]: [ 0.1583778   0.25130289  0.30363187  0.16243975  0.31594339 -0.23809464
  0.03542862  0.56864279  0.35224146]
L2 term: [ 0.00429208  0.00681038  0.00822851  0.00440216  0.00856215 -0.00645243
  0.00096013  0.01541037  0.00954584]
lambda_param: 10
m: 369
theta[1:]: [ 0.15837417  0.25129485  0.30363414  0.16245564  0.3159533  -0.23811412
  0.03543205  0.56866082  0.3522419 ]
L2 term: [ 0.00429198  0.00681016  0.00822857  0.00440259  0.00856242 -0.00645296
  0.00096022  0.01541086  0.00954585]
lambda_param: 10
m: 369
theta[1:]: [ 0.15837057  0.2512869   0.30363638  0.16247142  0.31596309 -0.23813344
  0.03543546  0.56867865  0.35224233]
L2 term: [ 0.00429189  0.00680994  0.00822863  0.00440302  0.00856269 -0.00645348
  0.00096031  0.01541135  0.00954586]
lambda_param: 10
m: 369
theta[1:]: [ 0.15836701  0.25127902  0.30363858  0.16248709  0.31597278 -0.2381526
  0.03543882  0.56869626  0.35224274]
L2 term: [ 0.00429179  0.00680973  0.00822869  0.00440344  0.00856295 -0.006454
  0.0009604   0.01541182  0.00954587]
lambda_param: 10
m: 369
theta[1:]: [ 0.15836348  0.25127121  0.30364076  0.16250265  0.31598237 -0.23817159
  0.03544216  0.56871367  0.35224315]
L2 term: [ 0.00429169  0.00680952  0.00822875  0.00440387  0.00856321 -0.00645451
  0.00096049  0.01541229  0.00954588]
lambda_param: 10
m: 369
theta[1:]: [ 0.15835998  0.25126349  0.30364291  0.16251811  0.31599185 -0.23819042
  0.03544546  0.56873086  0.35224355]
L2 term: [ 0.0042916   0.00680931  0.00822881  0.00440428  0.00856346 -0.00645503
  0.00096058  0.01541276  0.0095459 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15835652  0.25125583  0.30364502  0.16253347  0.31600123 -0.2382091
  0.03544873  0.56874786  0.35224393]
L2 term: [ 0.0042915   0.0068091   0.00822886  0.0044047   0.00856372 -0.00645553
  0.00096067  0.01541322  0.00954591]
lambda_param: 10
m: 369
theta[1:]: [ 0.15835309  0.25124825  0.30364711  0.16254871  0.31601051 -0.23822762
  0.03545197  0.56876465  0.35224431]
L2 term: [ 0.00429141  0.0068089   0.00822892  0.00440511  0.00856397 -0.00645603
  0.00096076  0.01541368  0.00954592]
lambda_param: 10
m: 369
theta[1:]: [ 0.15834969  0.25124075  0.30364917  0.16256386  0.31601969 -0.23824599
  0.03545517  0.56878124  0.35224468]
L2 term: [ 0.00429132  0.00680869  0.00822897  0.00440552  0.00856422 -0.00645653
  0.00096084  0.01541413  0.00954593]
lambda_param: 10
m: 369
theta[1:]: [ 0.15834633  0.25123331  0.3036512   0.1625789   0.31602876 -0.2382642
  0.03545835  0.56879764  0.35224504]
L2 term: [ 0.00429123  0.00680849  0.00822903  0.00440593  0.00856447 -0.00645702
  0.00096093  0.01541457  0.00954594]
lambda_param: 10
m: 369
theta[1:]: [ 0.158343    0.25122595  0.3036532   0.16259384  0.31603774 -0.23828226
  0.03546149  0.56881384  0.35224538]
L2 term: [ 0.00429114  0.00680829  0.00822908  0.00440634  0.00856471 -0.00645751
  0.00096102  0.01541501  0.00954595]
lambda_param: 10
m: 369
theta[1:]: [ 0.1583397   0.25121866  0.30365517  0.16260868  0.31604662 -0.23830017
  0.0354646   0.56882985  0.35224573]
L2 term: [ 0.00429105  0.00680809  0.00822914  0.00440674  0.00856495 -0.006458
  0.0009611   0.01541544  0.00954595]
lambda_param: 10
m: 369
theta[1:]: [ 0.15833643  0.25121144  0.30365712  0.16262342  0.31605541 -0.23831792
  0.03546769  0.56884567  0.35224606]
L2 term: [ 0.00429096  0.0068079   0.00822919  0.00440714  0.00856519 -0.00645848
  0.00096118  0.01541587  0.00954596]
lambda_param: 10
m: 369
theta[1:]: [ 0.15833319  0.2512043   0.30365904  0.16263806  0.3160641  -0.23833554
  0.03547074  0.5688613   0.35224638]
L2 term: [ 0.00429087  0.0068077   0.00822924  0.00440754  0.00856542 -0.00645896
  0.00096127  0.0154163   0.00954597]
lambda_param: 10
m: 369
theta[1:]: [ 0.15832998  0.25119722  0.30366093  0.1626526   0.31607269 -0.238353
  0.03547376  0.56887674  0.3522467 ]
L2 term: [ 0.00429079  0.00680751  0.00822929  0.00440793  0.00856566 -0.00645943
  0.00096135  0.01541671  0.00954598]
lambda_param: 10
m: 369
theta[1:]: [ 0.15832681  0.25119021  0.3036628   0.16266704  0.3160812  -0.23837032
  0.03547675  0.568892    0.352247  ]
L2 term: [ 0.0042907   0.00680732  0.00822934  0.00440832  0.00856589 -0.0064599
  0.00096143  0.01541713  0.00954599]
lambda_param: 10
m: 369
theta[1:]: [ 0.15832366  0.25118326  0.30366464  0.16268138  0.31608961 -0.23838749
  0.03547971  0.56890707  0.3522473 ]
L2 term: [ 0.00429061  0.00680713  0.00822939  0.00440871  0.00856611 -0.00646037
  0.00096151  0.01541754  0.009546  ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15832055  0.25117639  0.30366645  0.16269563  0.31609793 -0.23840453
  0.03548264  0.56892197  0.35224759]
L2 term: [ 0.00429053  0.00680695  0.00822944  0.0044091   0.00856634 -0.00646083
  0.00096159  0.01541794  0.00954601]
lambda_param: 10
m: 369
theta[1:]: [ 0.15831746  0.25116958  0.30366824  0.16270978  0.31610616 -0.23842142
  0.03548554  0.56893668  0.35224788]
L2 term: [ 0.00429045  0.00680676  0.00822949  0.00440948  0.00856656 -0.00646129
  0.00096167  0.01541834  0.00954601]
lambda_param: 10
m: 369
theta[1:]: [ 0.1583144   0.25116284  0.30367     0.16272383  0.3161143  -0.23843817
  0.03548842  0.56895122  0.35224815]
L2 term: [ 0.00429036  0.00680658  0.00822954  0.00440986  0.00856678 -0.00646174
  0.00096175  0.01541873  0.00954602]
lambda_param: 10
m: 369
theta[1:]: [ 0.15831138  0.25115616  0.30367174  0.16273779  0.31612235 -0.23845478
  0.03549126  0.56896559  0.35224842]
L2 term: [ 0.00429028  0.0068064   0.00822959  0.00441024  0.008567   -0.00646219
  0.00096182  0.01541912  0.00954603]
lambda_param: 10
m: 369
theta[1:]: [ 0.15830838  0.25114955  0.30367345  0.16275165  0.31613032 -0.23847126
  0.03549408  0.56897978  0.35224868]
L2 term: [ 0.0042902   0.00680622  0.00822963  0.00441061  0.00856722 -0.00646264
  0.0009619   0.01541951  0.00954603]
lambda_param: 10
m: 369
theta[1:]: [ 0.15830541  0.25114301  0.30367514  0.16276542  0.3161382  -0.23848759
  0.03549687  0.5689938   0.35224894]
L2 term: [ 0.00429012  0.00680604  0.00822968  0.00441099  0.00856743 -0.00646308
  0.00096197  0.01541989  0.00954604]
lambda_param: 10
m: 369
theta[1:]: [ 0.15830247  0.25113652  0.30367681  0.1627791   0.31614599 -0.2385038
  0.03549963  0.56900765  0.35224918]
L2 term: [ 0.00429004  0.00680587  0.00822972  0.00441136  0.00856764 -0.00646352
  0.00096205  0.01542026  0.00954605]
lambda_param: 10
m: 369
theta[1:]: [ 0.15829956  0.25113011  0.30367845  0.16279268  0.3161537  -0.23851987
  0.03550236  0.56902134  0.35224943]
L2 term: [ 0.00428996  0.00680569  0.00822977  0.00441173  0.00856785 -0.00646395
  0.00096212  0.01542063  0.00954605]
lambda_param: 10
m: 369
theta[1:]: [ 0.15829668  0.25112375  0.30368007  0.16280618  0.31616133 -0.2385358
  0.03550507  0.56903486  0.35224966]
L2 term: [ 0.00428988  0.00680552  0.00822981  0.00441209  0.00856806 -0.00646438
  0.0009622   0.015421    0.00954606]
lambda_param: 10
m: 369
theta[1:]: [ 0.15829382  0.25111746  0.30368167  0.16281958  0.31616888 -0.23855161
  0.03550775  0.56904821  0.35224989]
L2 term: [ 0.00428981  0.00680535  0.00822986  0.00441245  0.00856826 -0.00646481
  0.00096227  0.01542136  0.00954607]
lambda_param: 10
m: 369
theta[1:]: [ 0.15829099  0.25111122  0.30368324  0.16283289  0.31617634 -0.23856728
  0.0355104   0.56906141  0.35225011]
L2 term: [ 0.00428973  0.00680518  0.0082299   0.00441282  0.00856846 -0.00646524
  0.00096234  0.01542172  0.00954607]
lambda_param: 10
m: 369
theta[1:]: [ 0.15828819  0.25110505  0.30368479  0.16284611  0.31618372 -0.23858283
  0.03551303  0.56907445  0.35225033]
L2 term: [ 0.00428965  0.00680502  0.00822994  0.00441317  0.00856866 -0.00646566
  0.00096241  0.01542207  0.00954608]
lambda_param: 10
m: 369
theta[1:]: [ 0.15828542  0.25109894  0.30368632  0.16285925  0.31619103 -0.23859825
  0.03551563  0.56908732  0.35225053]
L2 term: [ 0.00428958  0.00680485  0.00822998  0.00441353  0.00856886 -0.00646608
  0.00096248  0.01542242  0.00954608]
lambda_param: 10
m: 369
theta[1:]: [ 0.15828267  0.25109289  0.30368783  0.16287229  0.31619825 -0.23861354
  0.0355182   0.56910004  0.35225074]
L2 term: [ 0.0042895   0.00680469  0.00823002  0.00441388  0.00856906 -0.00646649
  0.00096255  0.01542277  0.00954609]
lambda_param: 10
m: 369
theta[1:]: [ 0.15827995  0.2510869   0.30368932  0.16288525  0.3162054  -0.2386287
  0.03552075  0.56911261  0.35225094]
L2 term: [ 0.00428943  0.00680452  0.00823006  0.00441423  0.00856925 -0.0064669
  0.00096262  0.01542311  0.0095461 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15827726  0.25108097  0.30369078  0.16289812  0.31621247 -0.23864374
  0.03552328  0.56912502  0.35225113]
L2 term: [ 0.00428936  0.00680436  0.0082301   0.00441458  0.00856944 -0.00646731
  0.00096269  0.01542344  0.0095461 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15827459  0.2510751   0.30369223  0.1629109   0.31621946 -0.23865866
  0.03552577  0.56913729  0.35225132]
L2 term: [ 0.00428928  0.0068042   0.00823014  0.00441493  0.00856963 -0.00646771
  0.00096276  0.01542377  0.00954611]
lambda_param: 10
m: 369
theta[1:]: [ 0.15827195  0.25106928  0.30369365  0.1629236   0.31622638 -0.23867346
  0.03552825  0.5691494   0.3522515 ]
L2 term: [ 0.00428921  0.00680405  0.00823018  0.00441527  0.00856982 -0.00646812
  0.00096283  0.0154241   0.00954611]
lambda_param: 10
m: 369
theta[1:]: [ 0.15826934  0.25106352  0.30369506  0.16293621  0.31623322 -0.23868813
  0.03553069  0.56916136  0.35225167]
L2 term: [ 0.00428914  0.00680389  0.00823022  0.00441562  0.00857001 -0.00646851
  0.00096289  0.01542443  0.00954612]
lambda_param: 10
m: 369
theta[1:]: [ 0.15826675  0.25105782  0.30369644  0.16294874  0.31623999 -0.23870268
  0.03553312  0.56917318  0.35225184]
L2 term: [ 0.00428907  0.00680373  0.00823026  0.00441595  0.00857019 -0.00646891
  0.00096296  0.01542475  0.00954612]
lambda_param: 10
m: 369
theta[1:]: [ 0.15826419  0.25105218  0.3036978   0.16296118  0.31624669 -0.23871712
  0.03553552  0.56918486  0.35225201]
L2 term: [ 0.004289    0.00680358  0.00823029  0.00441629  0.00857037 -0.0064693
  0.00096302  0.01542506  0.00954612]
lambda_param: 10
m: 369
theta[1:]: [ 0.15826165  0.25104659  0.30369915  0.16297354  0.31625331 -0.23873144
  0.03553789  0.56919639  0.35225217]
L2 term: [ 0.00428893  0.00680343  0.00823033  0.00441663  0.00857055 -0.00646969
  0.00096309  0.01542538  0.00954613]
lambda_param: 10
m: 369
theta[1:]: [ 0.15825913  0.25104105  0.30370048  0.16298582  0.31625986 -0.23874564
  0.03554024  0.56920778  0.35225233]
L2 term: [ 0.00428887  0.00680328  0.00823037  0.00441696  0.00857073 -0.00647007
  0.00096315  0.01542569  0.00954613]
lambda_param: 10
m: 369
theta[1:]: [ 0.15825664  0.25103557  0.30370178  0.16299801  0.31626635 -0.23875972
  0.03554257  0.56921903  0.35225248]
L2 term: [ 0.0042888   0.00680313  0.0082304   0.00441729  0.0085709  -0.00647045
  0.00096321  0.01542599  0.00954614]
lambda_param: 10
m: 369
theta[1:]: [ 0.15825418  0.25103014  0.30370307  0.16301013  0.31627276 -0.23877369
  0.03554487  0.56923014  0.35225262]
L2 term: [ 0.00428873  0.00680298  0.00823044  0.00441762  0.00857108 -0.00647083
  0.00096328  0.01542629  0.00954614]
lambda_param: 10
m: 369
theta[1:]: [ 0.15825174  0.25102477  0.30370434  0.16302216  0.3162791  -0.23878755
  0.03554715  0.56924112  0.35225277]
L2 term: [ 0.00428866  0.00680284  0.00823047  0.00441794  0.00857125 -0.00647121
  0.00096334  0.01542659  0.00954615]
lambda_param: 10
m: 369
theta[1:]: [ 0.15824932  0.25101945  0.30370559  0.16303411  0.31628538 -0.23880129
  0.03554941  0.56925196  0.35225291]
L2 term: [ 0.0042886   0.0068027   0.0082305   0.00441827  0.00857142 -0.00647158
  0.0009634   0.01542688  0.00954615]
lambda_param: 10
m: 369
theta[1:]: [ 0.15824693  0.25101419  0.30370682  0.16304598  0.31629159 -0.23881492
  0.03555164  0.56926266  0.35225304]
L2 term: [ 0.00428853  0.00680255  0.00823054  0.00441859  0.00857159 -0.00647195
  0.00096346  0.01542717  0.00954615]
lambda_param: 10
m: 369
theta[1:]: [ 0.15824456  0.25100897  0.30370804  0.16305777  0.31629773 -0.23882844
  0.03555386  0.56927324  0.35225317]
L2 term: [ 0.00428847  0.00680241  0.00823057  0.00441891  0.00857175 -0.00647232
  0.00096352  0.01542746  0.00954616]
lambda_param: 10
m: 369
theta[1:]: [ 0.15824221  0.25100381  0.30370924  0.16306949  0.3163038  -0.23884185
  0.03555605  0.56928368  0.35225329]
L2 term: [ 0.00428841  0.00680227  0.0082306   0.00441923  0.00857192 -0.00647268
  0.00096358  0.01542774  0.00954616]
lambda_param: 10
m: 369
theta[1:]: [ 0.15823989  0.2509987   0.30371042  0.16308112  0.31630981 -0.23885516
  0.03555821  0.56929399  0.35225341]
L2 term: [ 0.00428834  0.00680213  0.00823063  0.00441954  0.00857208 -0.00647304
  0.00096364  0.01542802  0.00954616]
lambda_param: 10
m: 369
theta[1:]: [ 0.15823759  0.25099364  0.30371158  0.16309268  0.31631576 -0.23886835
  0.03556036  0.56930418  0.35225353]
L2 term: [ 0.00428828  0.006802    0.00823067  0.00441986  0.00857224 -0.0064734
  0.0009637   0.0154283   0.00954617]
lambda_param: 10
m: 369
theta[1:]: [ 0.15823531  0.25098863  0.30371273  0.16310416  0.31632164 -0.23888144
  0.03556248  0.56931424  0.35225365]
L2 term: [ 0.00428822  0.00680186  0.0082307   0.00442017  0.0085724  -0.00647375
  0.00096375  0.01542857  0.00954617]
lambda_param: 10
m: 369
theta[1:]: [ 0.15823306  0.25098367  0.30371386  0.16311557  0.31632746 -0.23889442
  0.03556459  0.56932418  0.35225376]
L2 term: [ 0.00428816  0.00680173  0.00823073  0.00442048  0.00857256 -0.0064741
  0.00096381  0.01542884  0.00954617]
lambda_param: 10
m: 369
theta[1:]: [ 0.15823082  0.25097875  0.30371497  0.16312689  0.31633322 -0.2389073
  0.03556667  0.56933399  0.35225386]
L2 term: [ 0.0042881   0.00680159  0.00823076  0.00442078  0.00857272 -0.00647445
  0.00096387  0.01542911  0.00954618]
lambda_param: 10
m: 369
theta[1:]: [ 0.15822861  0.25097389  0.30371607  0.16313815  0.31633891 -0.23892007
  0.03556873  0.56934368  0.35225396]
L2 term: [ 0.00428804  0.00680146  0.00823079  0.00442109  0.00857287 -0.0064748
  0.00096392  0.01542937  0.00954618]
lambda_param: 10
m: 369
theta[1:]: [ 0.15822642  0.25096908  0.30371715  0.16314933  0.31634454 -0.23893274
  0.03557077  0.56935325  0.35225406]
L2 term: [ 0.00428798  0.00680133  0.00823082  0.00442139  0.00857302 -0.00647514
  0.00096398  0.01542963  0.00954618]
lambda_param: 10
m: 369
theta[1:]: [ 0.15822426  0.25096431  0.30371821  0.16316043  0.31635012 -0.23894531
  0.03557279  0.5693627   0.35225416]
L2 term: [ 0.00428792  0.0068012   0.00823085  0.00442169  0.00857317 -0.00647548
  0.00096403  0.01542988  0.00954618]
lambda_param: 10
m: 369
theta[1:]: [ 0.15822211  0.25095959  0.30371926  0.16317146  0.31635563 -0.23895778
  0.03557478  0.56937203  0.35225425]
L2 term: [ 0.00428786  0.00680107  0.00823087  0.00442199  0.00857332 -0.00647582
  0.00096409  0.01543014  0.00954619]
lambda_param: 10
m: 369
theta[1:]: [ 0.15821999  0.25095492  0.3037203   0.16318242  0.31636108 -0.23897014
  0.03557676  0.56938124  0.35225434]
L2 term: [ 0.0042878   0.00680095  0.0082309   0.00442229  0.00857347 -0.00647616
  0.00096414  0.01543039  0.00954619]
lambda_param: 10
m: 369
theta[1:]: [ 0.15821789  0.2509503   0.30372132  0.1631933   0.31636648 -0.23898241
  0.03557872  0.56939034  0.35225443]
L2 term: [ 0.00428775  0.00680082  0.00823093  0.00442258  0.00857362 -0.00647649
  0.00096419  0.01543063  0.00954619]
lambda_param: 10
m: 369
theta[1:]: [ 0.1582158   0.25094572  0.30372232  0.16320411  0.31637182 -0.23899458
  0.03558066  0.56939932  0.35225451]
L2 term: [ 0.00428769  0.0068007   0.00823096  0.00442288  0.00857376 -0.00647682
  0.00096425  0.01543088  0.00954619]
lambda_param: 10
m: 369
theta[1:]: [ 0.15821374  0.25094118  0.30372331  0.16321485  0.3163771  -0.23900665
  0.03558257  0.5694082   0.35225459]
L2 term: [ 0.00428764  0.00680057  0.00823098  0.00442317  0.00857391 -0.00647714
  0.0009643   0.01543112  0.00954619]
lambda_param: 10
m: 369
theta[1:]: [ 0.1582117   0.2509367   0.30372429  0.16322552  0.31638232 -0.23901862
  0.03558447  0.56941696  0.35225467]
L2 term: [ 0.00428758  0.00680045  0.00823101  0.00442346  0.00857405 -0.00647747
  0.00096435  0.01543135  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15820968  0.25093225  0.30372525  0.16323612  0.31638749 -0.2390305
  0.03558635  0.56942561  0.35225474]
L2 term: [ 0.00428753  0.00680033  0.00823104  0.00442374  0.00857419 -0.00647779
  0.0009644   0.01543159  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15820768  0.25092785  0.30372619  0.16324664  0.3163926  -0.23904228
  0.03558821  0.56943415  0.35225481]
L2 term: [ 0.00428747  0.00680021  0.00823106  0.00442403  0.00857433 -0.00647811
  0.00096445  0.01543182  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1582057   0.2509235   0.30372713  0.1632571   0.31639766 -0.23905397
  0.03559005  0.56944258  0.35225488]
L2 term: [ 0.00428742  0.00680009  0.00823109  0.00442431  0.00857446 -0.00647843
  0.0009645   0.01543205  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15820374  0.25091919  0.30372804  0.16326749  0.31640266 -0.23906556
  0.03559187  0.5694509   0.35225495]
L2 term: [ 0.00428736  0.00679998  0.00823111  0.00442459  0.0085746  -0.00647874
  0.00096455  0.01543227  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1582018   0.25091492  0.30372895  0.16327781  0.31640761 -0.23907707
  0.03559368  0.56945913  0.35225501]
L2 term: [ 0.00428731  0.00679986  0.00823114  0.00442487  0.00857473 -0.00647905
  0.0009646   0.0154325   0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15819988  0.25091069  0.30372984  0.16328806  0.31641251 -0.23908848
  0.03559546  0.56946724  0.35225507]
L2 term: [ 0.00428726  0.00679975  0.00823116  0.00442515  0.00857486 -0.00647936
  0.00096465  0.01543272  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15819798  0.25090651  0.30373072  0.16329825  0.31641735 -0.2390998
  0.03559723  0.56947525  0.35225513]
L2 term: [ 0.00428721  0.00679963  0.00823118  0.00442543  0.008575   -0.00647967
  0.00096469  0.01543293  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.1581961   0.25090237  0.30373159  0.16330836  0.31642214 -0.23911102
  0.03559898  0.56948317  0.35225518]
L2 term: [ 0.00428716  0.00679952  0.00823121  0.0044257   0.00857513 -0.00647997
  0.00096474  0.01543315  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15819423  0.25089827  0.30373244  0.16331841  0.31642688 -0.23912216
  0.03560071  0.56949098  0.35225524]
L2 term: [ 0.00428711  0.00679941  0.00823123  0.00442597  0.00857525 -0.00648028
  0.00096479  0.01543336  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15819239  0.25089421  0.30373328  0.1633284   0.31643158 -0.23913322
  0.03560242  0.56949869  0.35225529]
L2 term: [ 0.00428706  0.0067993   0.00823125  0.00442624  0.00857538 -0.00648057
  0.00096484  0.01543357  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15819056  0.2508902   0.3037341   0.16333831  0.31643622 -0.23914418
  0.03560411  0.5695063   0.35225534]
L2 term: [ 0.00428701  0.00679919  0.00823128  0.00442651  0.00857551 -0.00648087
  0.00096488  0.01543378  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15818875  0.25088622  0.30373492  0.16334817  0.31644081 -0.23915505
  0.03560579  0.56951381  0.35225538]
L2 term: [ 0.00428696  0.00679908  0.0082313   0.00442678  0.00857563 -0.00648117
  0.00096493  0.01543398  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15818696  0.25088228  0.30373572  0.16335795  0.31644535 -0.23916584
  0.03560745  0.56952123  0.35225543]
L2 term: [ 0.00428691  0.00679898  0.00823132  0.00442704  0.00857575 -0.00648146
  0.00096497  0.01543418  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15818519  0.25087839  0.30373651  0.16336768  0.31644984 -0.23917655
  0.03560909  0.56952855  0.35225547]
L2 term: [ 0.00428686  0.00679887  0.00823134  0.00442731  0.00857588 -0.00648175
  0.00096502  0.01543438  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15818344  0.25087453  0.30373729  0.16337733  0.31645429 -0.23918717
  0.03561072  0.56953578  0.35225551]
L2 term: [ 0.00428681  0.00679877  0.00823136  0.00442757  0.008576   -0.00648204
  0.00096506  0.01543457  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.1581817   0.25087071  0.30373806  0.16338693  0.31645868 -0.2391977
  0.03561233  0.56954292  0.35225555]
L2 term: [ 0.00428677  0.00679866  0.00823138  0.00442783  0.00857612 -0.00648232
  0.0009651   0.01543477  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15817998  0.25086693  0.30373881  0.16339646  0.31646303 -0.23920815
  0.03561392  0.56954996  0.35225559]
L2 term: [ 0.00428672  0.00679856  0.0082314   0.00442809  0.00857623 -0.00648261
  0.00096515  0.01543496  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15817828  0.25086318  0.30373956  0.16340593  0.31646734 -0.23921852
  0.0356155   0.56955691  0.35225562]
L2 term: [ 0.00428667  0.00679846  0.00823142  0.00442835  0.00857635 -0.00648289
  0.00096519  0.01543515  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.1581766   0.25085948  0.30374029  0.16341534  0.3164716  -0.23922881
  0.03561706  0.56956378  0.35225566]
L2 term: [ 0.00428663  0.00679836  0.00823144  0.0044286   0.00857647 -0.00648317
  0.00096523  0.01543533  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15817493  0.25085581  0.30374101  0.16342468  0.31647581 -0.23923902
  0.0356186   0.56957055  0.35225569]
L2 term: [ 0.00428658  0.00679826  0.00823146  0.00442885  0.00857658 -0.00648344
  0.00096527  0.01543552  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15817328  0.25085218  0.30374172  0.16343397  0.31647998 -0.23924914
  0.03562013  0.56957724  0.35225572]
L2 term: [ 0.00428654  0.00679816  0.00823148  0.0044291   0.00857669 -0.00648372
  0.00096532  0.0154357   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15817165  0.25084859  0.30374242  0.16344319  0.3164841  -0.23925919
  0.03562165  0.56958384  0.35225575]
L2 term: [ 0.00428649  0.00679806  0.0082315   0.00442935  0.0085768  -0.00648399
  0.00096536  0.01543588  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15817003  0.25084503  0.30374311  0.16345235  0.31648818 -0.23926916
  0.03562314  0.56959035  0.35225577]
L2 term: [ 0.00428645  0.00679797  0.00823152  0.0044296   0.00857692 -0.00648426
  0.0009654   0.01543605  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15816843  0.25084151  0.30374379  0.16346146  0.31649222 -0.23927904
  0.03562462  0.56959678  0.3522558 ]
L2 term: [ 0.00428641  0.00679787  0.00823154  0.00442985  0.00857702 -0.00648453
  0.00096544  0.01543623  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15816685  0.25083802  0.30374445  0.1634705   0.31649621 -0.23928885
  0.03562609  0.56960312  0.35225582]
L2 term: [ 0.00428636  0.00679778  0.00823156  0.00443009  0.00857713 -0.00648479
  0.00096548  0.0154364   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15816528  0.25083457  0.30374511  0.16347948  0.31650016 -0.23929859
  0.03562754  0.56960938  0.35225584]
L2 term: [ 0.00428632  0.00679768  0.00823157  0.00443034  0.00857724 -0.00648506
  0.00096552  0.01543657  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15816373  0.25083116  0.30374576  0.16348841  0.31650407 -0.23930825
  0.03562898  0.56961556  0.35225586]
L2 term: [ 0.00428628  0.00679759  0.00823159  0.00443058  0.00857735 -0.00648532
  0.00096555  0.01543674  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15816219  0.25082778  0.3037464   0.16349728  0.31650794 -0.23931783
  0.0356304   0.56962166  0.35225588]
L2 term: [ 0.00428624  0.0067975   0.00823161  0.00443082  0.00857745 -0.00648558
  0.00096559  0.0154369   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15816067  0.25082443  0.30374702  0.16350608  0.31651176 -0.23932733
  0.0356318   0.56962768  0.3522559 ]
L2 term: [ 0.0042862   0.00679741  0.00823163  0.00443106  0.00857755 -0.00648584
  0.00096563  0.01543706  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15815917  0.25082112  0.30374764  0.16351484  0.31651555 -0.23933677
  0.03563319  0.56963362  0.35225592]
L2 term: [ 0.00428616  0.00679732  0.00823164  0.0044313   0.00857766 -0.00648609
  0.00096567  0.01543723  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15815768  0.25081784  0.30374825  0.16352353  0.31651929 -0.23934612
  0.03563457  0.56963948  0.35225593]
L2 term: [ 0.00428612  0.00679723  0.00823166  0.00443153  0.00857776 -0.00648634
  0.00096571  0.01543738  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.1581562   0.2508146   0.30374885  0.16353217  0.31652299 -0.23935541
  0.03563593  0.56964526  0.35225595]
L2 term: [ 0.00428608  0.00679714  0.00823168  0.00443177  0.00857786 -0.0064866
  0.00096574  0.01543754  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15815475  0.25081138  0.30374944  0.16354075  0.31652666 -0.23936462
  0.03563728  0.56965097  0.35225596]
L2 term: [ 0.00428604  0.00679706  0.00823169  0.004432    0.00857796 -0.00648685
  0.00096578  0.0154377   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.1581533   0.2508082   0.30375002  0.16354927  0.31653029 -0.23937376
  0.03563862  0.5696566   0.35225597]
L2 term: [ 0.004286    0.00679697  0.00823171  0.00443223  0.00857806 -0.00648709
  0.00096582  0.01543785  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15815187  0.25080506  0.30375059  0.16355774  0.31653387 -0.23938283
  0.03563994  0.56966215  0.35225598]
L2 term: [ 0.00428596  0.00679688  0.00823172  0.00443246  0.00857815 -0.00648734
  0.00096585  0.015438    0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15815046  0.25080194  0.30375115  0.16356616  0.31653742 -0.23939183
  0.03564124  0.56966763  0.35225599]
L2 term: [ 0.00428592  0.0067968   0.00823174  0.00443269  0.00857825 -0.00648758
  0.00096589  0.01543815  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15814906  0.25079886  0.3037517   0.16357452  0.31654093 -0.23940076
  0.03564254  0.56967304  0.352256  ]
L2 term: [ 0.00428588  0.00679672  0.00823175  0.00443291  0.00857835 -0.00648783
  0.00096592  0.01543829  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15814767  0.2507958   0.30375224  0.16358282  0.31654441 -0.23940962
  0.03564382  0.56967838  0.352256  ]
L2 term: [ 0.00428584  0.00679663  0.00823177  0.00443314  0.00857844 -0.00648807
  0.00096596  0.01543844  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.1581463   0.25079278  0.30375278  0.16359107  0.31654785 -0.23941841
  0.03564508  0.56968364  0.35225601]
L2 term: [ 0.00428581  0.00679655  0.00823178  0.00443336  0.00857853 -0.0064883
  0.00096599  0.01543858  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15814494  0.25078979  0.30375331  0.16359927  0.31655125 -0.23942713
  0.03564633  0.56968884  0.35225602]
L2 term: [ 0.00428577  0.00679647  0.0082318   0.00443358  0.00857862 -0.00648854
  0.00096603  0.01543872  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.1581436   0.25078683  0.30375383  0.16360741  0.31655461 -0.23943579
  0.03564757  0.56969396  0.35225602]
L2 term: [ 0.00428573  0.00679639  0.00823181  0.00443381  0.00857872 -0.00648877
  0.00096606  0.01543886  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15814227  0.2507839   0.30375434  0.16361551  0.31655794 -0.23944438
  0.0356488   0.56969902  0.35225602]
L2 term: [ 0.0042857   0.00679631  0.00823182  0.00443402  0.00857881 -0.00648901
  0.00096609  0.015439    0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15814096  0.250781    0.30375484  0.16362354  0.31656123 -0.2394529
  0.03565002  0.569704    0.35225603]
L2 term: [ 0.00428566  0.00679623  0.00823184  0.00443424  0.0085789  -0.00648924
  0.00096613  0.01543913  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15813965  0.25077813  0.30375533  0.16363153  0.31656449 -0.23946135
  0.03565122  0.56970892  0.35225603]
L2 term: [ 0.00428563  0.00679616  0.00823185  0.00443446  0.00857898 -0.00648947
  0.00096616  0.01543927  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15813837  0.25077529  0.30375582  0.16363947  0.31656772 -0.23946974
  0.03565241  0.56971377  0.35225603]
L2 term: [ 0.00428559  0.00679608  0.00823186  0.00443467  0.00857907 -0.00648969
  0.00096619  0.0154394   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15813709  0.25077248  0.3037563   0.16364735  0.31657091 -0.23947807
  0.03565358  0.56971856  0.35225603]
L2 term: [ 0.00428556  0.006796    0.00823188  0.00443489  0.00857916 -0.00648992
  0.00096622  0.01543953  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15813583  0.2507697   0.30375677  0.16365518  0.31657406 -0.23948633
  0.03565475  0.56972328  0.35225603]
L2 term: [ 0.00428552  0.00679593  0.00823189  0.0044351   0.00857924 -0.00649014
  0.00096625  0.01543966  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15813458  0.25076694  0.30375723  0.16366296  0.31657718 -0.23949453
  0.0356559   0.56972794  0.35225603]
L2 term: [ 0.00428549  0.00679585  0.0082319   0.00443531  0.00857933 -0.00649037
  0.00096628  0.01543978  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15813334  0.25076422  0.30375768  0.16367069  0.31658027 -0.23950266
  0.03565704  0.56973254  0.35225602]
L2 term: [ 0.00428546  0.00679578  0.00823192  0.00443552  0.00857941 -0.00649059
  0.00096632  0.01543991  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15813212  0.25076152  0.30375813  0.16367838  0.31658333 -0.23951073
  0.03565816  0.56973707  0.35225602]
L2 term: [ 0.00428542  0.00679571  0.00823193  0.00443573  0.00857949 -0.00649081
  0.00096635  0.01544003  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15813091  0.25075885  0.30375857  0.16368601  0.31658635 -0.23951874
  0.03565928  0.56974154  0.35225602]
L2 term: [ 0.00428539  0.00679563  0.00823194  0.00443594  0.00857958 -0.00649102
  0.00096638  0.01544015  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15812971  0.25075621  0.30375901  0.16369359  0.31658935 -0.23952669
  0.03566038  0.56974594  0.35225601]
L2 term: [ 0.00428536  0.00679556  0.00823195  0.00443614  0.00857966 -0.00649124
  0.00096641  0.01544027  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15812853  0.25075359  0.30375943  0.16370112  0.31659231 -0.23953458
  0.03566147  0.56975029  0.35225601]
L2 term: [ 0.00428533  0.00679549  0.00823196  0.00443634  0.00857974 -0.00649145
  0.00096644  0.01544039  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15812735  0.250751    0.30375985  0.16370861  0.31659524 -0.2395424
  0.03566256  0.56975458  0.352256  ]
L2 term: [ 0.00428529  0.00679542  0.00823197  0.00443655  0.00857982 -0.00649166
  0.00096646  0.0154405   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15812619  0.25074844  0.30376026  0.16371604  0.31659813 -0.23955017
  0.03566362  0.5697588   0.352256  ]
L2 term: [ 0.00428526  0.00679535  0.00823199  0.00443675  0.0085799  -0.00649187
  0.00096649  0.01544062  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15812505  0.2507459   0.30376067  0.16372343  0.316601   -0.23955787
  0.03566468  0.56976297  0.35225599]
L2 term: [ 0.00428523  0.00679528  0.008232    0.00443695  0.00857997 -0.00649208
  0.00096652  0.01544073  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15812391  0.25074339  0.30376107  0.16373077  0.31660384 -0.23956552
  0.03566573  0.56976708  0.35225598]
L2 term: [ 0.0042852   0.00679521  0.00823201  0.00443715  0.00858005 -0.00649229
  0.00096655  0.01544084  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15812278  0.25074091  0.30376146  0.16373807  0.31660665 -0.23957311
  0.03566677  0.56977114  0.35225598]
L2 term: [ 0.00428517  0.00679515  0.00823202  0.00443735  0.00858013 -0.0064925
  0.00096658  0.01544095  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15812167  0.25073845  0.30376184  0.16374531  0.31660942 -0.23958064
  0.03566779  0.56977514  0.35225597]
L2 term: [ 0.00428514  0.00679508  0.00823203  0.00443754  0.0085802  -0.0064927
  0.00096661  0.01544106  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15812057  0.25073602  0.30376222  0.16375251  0.31661217 -0.23958812
  0.0356688   0.56977908  0.35225596]
L2 term: [ 0.00428511  0.00679501  0.00823204  0.00443774  0.00858028 -0.0064929
  0.00096663  0.01544117  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15811948  0.25073361  0.30376259  0.16375967  0.31661489 -0.23959553
  0.03566981  0.56978296  0.35225595]
L2 term: [ 0.00428508  0.00679495  0.00823205  0.00443793  0.00858035 -0.0064931
  0.00096666  0.01544127  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.1581184   0.25073123  0.30376296  0.16376678  0.31661758 -0.23960289
  0.0356708   0.56978679  0.35225594]
L2 term: [ 0.00428505  0.00679488  0.00823206  0.00443812  0.00858042 -0.0064933
  0.00096669  0.01544138  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15811733  0.25072887  0.30376332  0.16377384  0.31662024 -0.2396102
  0.03567178  0.56979057  0.35225593]
L2 term: [ 0.00428502  0.00679482  0.00823207  0.00443832  0.00858049 -0.0064935
  0.00096671  0.01544148  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15811628  0.25072653  0.30376367  0.16378085  0.31662287 -0.23961745
  0.03567275  0.5697943   0.35225592]
L2 term: [ 0.00428499  0.00679476  0.00823208  0.00443851  0.00858057 -0.0064937
  0.00096674  0.01544158  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15811523  0.25072422  0.30376402  0.16378783  0.31662548 -0.23962464
  0.03567371  0.56979797  0.35225591]
L2 term: [ 0.00428497  0.00679469  0.00823209  0.00443869  0.00858064 -0.00649389
  0.00096677  0.01544168  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.1581142   0.25072194  0.30376436  0.16379475  0.31662806 -0.23963178
  0.03567466  0.56980159  0.3522559 ]
L2 term: [ 0.00428494  0.00679463  0.0082321   0.00443888  0.00858071 -0.00649409
  0.00096679  0.01544178  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15811318  0.25071967  0.3037647   0.16380164  0.31663061 -0.23963886
  0.03567561  0.56980516  0.35225589]
L2 term: [ 0.00428491  0.00679457  0.00823211  0.00443907  0.00858078 -0.00649428
  0.00096682  0.01544187  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15811216  0.25071744  0.30376503  0.16380847  0.31663313 -0.2396459
  0.03567654  0.56980867  0.35225588]
L2 term: [ 0.00428488  0.00679451  0.00823211  0.00443925  0.00858084 -0.00649447
  0.00096684  0.01544197  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15811116  0.25071522  0.30376535  0.16381527  0.31663563 -0.23965287
  0.03567746  0.56981214  0.35225587]
L2 term: [ 0.00428486  0.00679445  0.00823212  0.00443944  0.00858091 -0.00649466
  0.00096687  0.01544206  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15811017  0.25071303  0.30376567  0.16382202  0.3166381  -0.2396598
  0.03567837  0.56981556  0.35225586]
L2 term: [ 0.00428483  0.00679439  0.00823213  0.00443962  0.00858098 -0.00649485
  0.00096689  0.01544216  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15810919  0.25071086  0.30376598  0.16382873  0.31664054 -0.23966667
  0.03567927  0.56981893  0.35225584]
L2 term: [ 0.0042848   0.00679433  0.00823214  0.0044398   0.00858104 -0.00649503
  0.00096692  0.01544225  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15810822  0.25070871  0.30376629  0.16383539  0.31664296 -0.23967349
  0.03568016  0.56982224  0.35225583]
L2 term: [ 0.00428478  0.00679427  0.00823215  0.00443998  0.00858111 -0.00649522
  0.00096694  0.01544234  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15810726  0.25070658  0.30376659  0.16384201  0.31664535 -0.23968026
  0.03568104  0.56982552  0.35225582]
L2 term: [ 0.00428475  0.00679422  0.00823216  0.00444016  0.00858117 -0.0064954
  0.00096697  0.01544243  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15810631  0.25070448  0.30376689  0.16384859  0.31664772 -0.23968698
  0.03568192  0.56982874  0.35225581]
L2 term: [ 0.00428472  0.00679416  0.00823216  0.00444034  0.00858124 -0.00649558
  0.00096699  0.01544251  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15810537  0.2507024   0.30376718  0.16385513  0.31665007 -0.23969365
  0.03568278  0.56983192  0.35225579]
L2 term: [ 0.0042847   0.0067941   0.00823217  0.00444052  0.0085813  -0.00649576
  0.00096701  0.0154426   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15810444  0.25070034  0.30376746  0.16386163  0.31665238 -0.23970026
  0.03568363  0.56983505  0.35225578]
L2 term: [ 0.00428467  0.00679405  0.00823218  0.00444069  0.00858137 -0.00649594
  0.00096704  0.01544268  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15810352  0.2506983   0.30376774  0.16386808  0.31665468 -0.23970683
  0.03568448  0.56983814  0.35225577]
L2 term: [ 0.00428465  0.00679399  0.00823219  0.00444087  0.00858143 -0.00649612
  0.00096706  0.01544277  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15810261  0.25069628  0.30376802  0.1638745   0.31665695 -0.23971335
  0.03568532  0.56984118  0.35225575]
L2 term: [ 0.00428462  0.00679394  0.0082322   0.00444104  0.00858149 -0.0064963
  0.00096708  0.01544285  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15810171  0.25069428  0.30376829  0.16388087  0.31665919 -0.23971982
  0.03568614  0.56984417  0.35225574]
L2 term: [ 0.0042846   0.00679388  0.0082322   0.00444122  0.00858155 -0.00649647
  0.0009671   0.01544293  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15810082  0.25069231  0.30376856  0.1638872   0.31666141 -0.23972624
  0.03568696  0.56984712  0.35225572]
L2 term: [ 0.00428458  0.00679383  0.00823221  0.00444139  0.00858161 -0.00649665
  0.00096713  0.01544301  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809994  0.25069035  0.30376882  0.16389349  0.31666361 -0.23973261
  0.03568777  0.56985003  0.35225571]
L2 term: [ 0.00428455  0.00679378  0.00823222  0.00444156  0.00858167 -0.00649682
  0.00096715  0.01544309  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809907  0.25068842  0.30376907  0.16389974  0.31666579 -0.23973893
  0.03568857  0.5698529   0.3522557 ]
L2 term: [ 0.00428453  0.00679372  0.00823222  0.00444173  0.00858173 -0.00649699
  0.00096717  0.01544317  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809821  0.2506865   0.30376932  0.16390596  0.31666794 -0.23974521
  0.03568936  0.56985572  0.35225568]
L2 term: [ 0.0042845   0.00679367  0.00823223  0.0044419   0.00858179 -0.00649716
  0.00096719  0.01544324  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809735  0.25068461  0.30376957  0.16391213  0.31667007 -0.23975144
  0.03569015  0.5698585   0.35225567]
L2 term: [ 0.00428448  0.00679362  0.00823224  0.00444206  0.00858184 -0.00649733
  0.00096721  0.01544332  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809651  0.25068273  0.30376981  0.16391826  0.31667218 -0.23975762
  0.03569092  0.56986124  0.35225565]
L2 term: [ 0.00428446  0.00679357  0.00823224  0.00444223  0.0085819  -0.0064975
  0.00096723  0.01544339  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809567  0.25068088  0.30377005  0.16392436  0.31667426 -0.23976376
  0.03569169  0.56986394  0.35225564]
L2 term: [ 0.00428444  0.00679352  0.00823225  0.00444239  0.00858196 -0.00649766
  0.00096725  0.01544347  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809485  0.25067904  0.30377028  0.16393041  0.31667633 -0.23976985
  0.03569245  0.56986659  0.35225562]
L2 term: [ 0.00428441  0.00679347  0.00823226  0.00444256  0.00858201 -0.00649783
  0.00096727  0.01544354  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809403  0.25067723  0.30377051  0.16393643  0.31667837 -0.2397759
  0.0356932   0.56986921  0.35225561]
L2 term: [ 0.00428439  0.00679342  0.00823226  0.00444272  0.00858207 -0.00649799
  0.0009673   0.01544361  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809322  0.25067543  0.30377074  0.16394241  0.31668039 -0.2397819
  0.03569394  0.56987179  0.35225559]
L2 term: [ 0.00428437  0.00679337  0.00823227  0.00444288  0.00858212 -0.00649815
  0.00096732  0.01544368  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809242  0.25067365  0.30377096  0.16394835  0.31668239 -0.23978785
  0.03569467  0.56987433  0.35225558]
L2 term: [ 0.00428435  0.00679332  0.00823228  0.00444304  0.00858218 -0.00649832
  0.00096734  0.01544375  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809163  0.25067189  0.30377117  0.16395425  0.31668436 -0.23979377
  0.0356954   0.56987683  0.35225556]
L2 term: [ 0.00428433  0.00679328  0.00823228  0.0044432   0.00858223 -0.00649848
  0.00096736  0.01544382  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809085  0.25067015  0.30377138  0.16396012  0.31668632 -0.23979963
  0.03569612  0.56987929  0.35225555]
L2 term: [ 0.0042843   0.00679323  0.00823229  0.00444336  0.00858229 -0.00649864
  0.00096737  0.01544388  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15809007  0.25066842  0.30377159  0.16396595  0.31668826 -0.23980546
  0.03569683  0.56988172  0.35225553]
L2 term: [ 0.00428428  0.00679318  0.00823229  0.00444352  0.00858234 -0.00649879
  0.00096739  0.01544395  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580893   0.25066672  0.3037718   0.16397174  0.31669017 -0.23981124
  0.03569753  0.5698841   0.35225552]
L2 term: [ 0.00428426  0.00679314  0.0082323   0.00444368  0.00858239 -0.00649895
  0.00096741  0.01544401  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808855  0.25066503  0.30377199  0.16397749  0.31669207 -0.23981698
  0.03569823  0.56988645  0.3522555 ]
L2 term: [ 0.00428424  0.00679309  0.0082323   0.00444383  0.00858244 -0.00649911
  0.00096743  0.01544408  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580878   0.25066336  0.30377219  0.16398321  0.31669394 -0.23982267
  0.03569891  0.56988877  0.35225549]
L2 term: [ 0.00428422  0.00679304  0.00823231  0.00444399  0.00858249 -0.00649926
  0.00096745  0.01544414  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808705  0.25066171  0.30377238  0.16398889  0.3166958  -0.23982833
  0.0356996   0.56989104  0.35225547]
L2 term: [ 0.0042842   0.006793    0.00823231  0.00444414  0.00858254 -0.00649941
  0.00096747  0.0154442   0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808632  0.25066007  0.30377257  0.16399454  0.31669764 -0.23983394
  0.03570027  0.56989329  0.35225546]
L2 term: [ 0.00428418  0.00679296  0.00823232  0.0044443   0.00858259 -0.00649956
  0.00096749  0.01544426  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808559  0.25065845  0.30377275  0.16400015  0.31669945 -0.23983951
  0.03570093  0.5698955   0.35225544]
L2 term: [ 0.00428416  0.00679291  0.00823232  0.00444445  0.00858264 -0.00649972
  0.0009675   0.01544432  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808488  0.25065685  0.30377293  0.16400573  0.31670125 -0.23984504
  0.03570159  0.56989767  0.35225543]
L2 term: [ 0.00428414  0.00679287  0.00823233  0.0044446   0.00858269 -0.00649987
  0.00096752  0.01544438  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808417  0.25065527  0.30377311  0.16401127  0.31670303 -0.23985052
  0.03570224  0.56989981  0.35225541]
L2 term: [ 0.00428412  0.00679283  0.00823233  0.00444475  0.00858274 -0.00650001
  0.00096754  0.01544444  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808346  0.2506537   0.30377328  0.16401677  0.31670479 -0.23985597
  0.03570289  0.56990191  0.3522554 ]
L2 term: [ 0.0042841   0.00679278  0.00823234  0.0044449   0.00858279 -0.00650016
  0.00096756  0.0154445   0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808277  0.25065215  0.30377345  0.16402224  0.31670654 -0.23986138
  0.03570352  0.56990398  0.35225538]
L2 term: [ 0.00428409  0.00679274  0.00823234  0.00444505  0.00858283 -0.00650031
  0.00096758  0.01544455  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808208  0.25065062  0.30377362  0.16402768  0.31670826 -0.23986675
  0.03570415  0.56990602  0.35225537]
L2 term: [ 0.00428407  0.0067927   0.00823235  0.00444519  0.00858288 -0.00650045
  0.00096759  0.01544461  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580814   0.2506491   0.30377378  0.16403308  0.31670997 -0.23987208
  0.03570478  0.56990803  0.35225536]
L2 term: [ 0.00428405  0.00679266  0.00823235  0.00444534  0.00858293 -0.0065006
  0.00096761  0.01544466  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808073  0.2506476   0.30377394  0.16403845  0.31671165 -0.23987737
  0.03570539  0.56991     0.35225534]
L2 term: [ 0.00428403  0.00679262  0.00823236  0.00444549  0.00858297 -0.00650074
  0.00096763  0.01544472  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15808006  0.25064611  0.3037741   0.16404379  0.31671332 -0.23988262
  0.035706    0.56991195  0.35225533]
L2 term: [ 0.00428401  0.00679258  0.00823236  0.00444563  0.00858302 -0.00650088
  0.00096764  0.01544477  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580794   0.25064464  0.30377425  0.16404909  0.31671498 -0.23988783
  0.03570661  0.56991386  0.35225531]
L2 term: [ 0.00428399  0.00679254  0.00823236  0.00444577  0.00858306 -0.00650103
  0.00096766  0.01544482  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807875  0.25064318  0.3037744   0.16405435  0.31671661 -0.239893
  0.0357072   0.56991574  0.3522553 ]
L2 term: [ 0.00428398  0.0067925   0.00823237  0.00444592  0.00858311 -0.00650117
  0.00096767  0.01544487  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807811  0.25064174  0.30377454  0.16405959  0.31671823 -0.23989814
  0.03570779  0.56991759  0.35225528]
L2 term: [ 0.00428396  0.00679246  0.00823237  0.00444606  0.00858315 -0.0065013
  0.00096769  0.01544492  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807747  0.25064032  0.30377468  0.16406479  0.31671983 -0.23990323
  0.03570838  0.56991941  0.35225527]
L2 term: [ 0.00428394  0.00679242  0.00823238  0.0044462   0.00858319 -0.00650144
  0.00096771  0.01544497  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807684  0.25063891  0.30377482  0.16406996  0.31672142 -0.23990829
  0.03570895  0.56992119  0.35225526]
L2 term: [ 0.00428393  0.00679238  0.00823238  0.00444634  0.00858324 -0.00650158
  0.00096772  0.01544502  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807622  0.25063751  0.30377496  0.1640751   0.31672298 -0.23991332
  0.03570952  0.56992295  0.35225524]
L2 term: [ 0.00428391  0.00679234  0.00823238  0.00444648  0.00858328 -0.00650172
  0.00096774  0.01544507  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580756   0.25063613  0.30377509  0.1640802   0.31672454 -0.2399183
  0.03571009  0.56992469  0.35225523]
L2 term: [ 0.00428389  0.00679231  0.00823239  0.00444662  0.00858332 -0.00650185
  0.00096775  0.01544511  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807499  0.25063477  0.30377522  0.16408527  0.31672607 -0.23992326
  0.03571065  0.56992639  0.35225522]
L2 term: [ 0.00428388  0.00679227  0.00823239  0.00444676  0.00858336 -0.00650199
  0.00096777  0.01544516  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807439  0.25063342  0.30377535  0.16409031  0.31672759 -0.23992817
  0.0357112   0.56992806  0.3522552 ]
L2 term: [ 0.00428386  0.00679223  0.00823239  0.00444689  0.0085834  -0.00650212
  0.00096778  0.0154452   0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807379  0.25063208  0.30377548  0.16409532  0.31672909 -0.23993305
  0.03571175  0.56992971  0.35225519]
L2 term: [ 0.00428384  0.0067922   0.0082324   0.00444703  0.00858344 -0.00650225
  0.0009678   0.01544525  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807321  0.25063076  0.3037756   0.1641003   0.31673058 -0.23993789
  0.03571229  0.56993132  0.35225518]
L2 term: [ 0.00428383  0.00679216  0.0082324   0.00444716  0.00858348 -0.00650238
  0.00096781  0.01544529  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807262  0.25062945  0.30377572  0.16410525  0.31673205 -0.2399427
  0.03571282  0.56993291  0.35225516]
L2 term: [ 0.00428381  0.00679213  0.0082324   0.0044473   0.00858352 -0.00650251
  0.00096783  0.01544534  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807205  0.25062816  0.30377583  0.16411016  0.31673351 -0.23994747
  0.03571335  0.56993448  0.35225515]
L2 term: [ 0.0042838   0.00679209  0.00823241  0.00444743  0.00858356 -0.00650264
  0.00096784  0.01544538  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807147  0.25062688  0.30377594  0.16411505  0.31673495 -0.23995221
  0.03571387  0.56993601  0.35225514]
L2 term: [ 0.00428378  0.00679206  0.00823241  0.00444756  0.0085836  -0.00650277
  0.00096786  0.01544542  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807091  0.25062561  0.30377605  0.1641199   0.31673638 -0.23995691
  0.03571439  0.56993752  0.35225512]
L2 term: [ 0.00428376  0.00679202  0.00823241  0.00444769  0.00858364 -0.0065029
  0.00096787  0.01544546  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15807035  0.25062435  0.30377616  0.16412473  0.31673779 -0.23996158
  0.0357149   0.56993901  0.35225511]
L2 term: [ 0.00428375  0.00679199  0.00823242  0.00444782  0.00858368 -0.00650302
  0.00096788  0.0154455   0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580698   0.25062311  0.30377627  0.16412952  0.31673919 -0.23996622
  0.0357154   0.56994047  0.3522551 ]
L2 term: [ 0.00428373  0.00679195  0.00823242  0.00444795  0.00858372 -0.00650315
  0.0009679   0.01544554  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806926  0.25062189  0.30377637  0.16413428  0.31674057 -0.23997082
  0.0357159   0.5699419   0.35225509]
L2 term: [ 0.00428372  0.00679192  0.00823242  0.00444808  0.00858376 -0.00650327
  0.00096791  0.01544558  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806872  0.25062067  0.30377647  0.16413902  0.31674194 -0.23997539
  0.0357164   0.56994331  0.35225508]
L2 term: [ 0.00428371  0.00679189  0.00823242  0.00444821  0.00858379 -0.0065034
  0.00096792  0.01544562  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806818  0.25061947  0.30377657  0.16414372  0.31674329 -0.23997993
  0.03571689  0.56994469  0.35225506]
L2 term: [ 0.00428369  0.00679186  0.00823243  0.00444834  0.00858383 -0.00650352
  0.00096794  0.01544566  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806765  0.25061828  0.30377666  0.1641484   0.31674463 -0.23998443
  0.03571737  0.56994605  0.35225505]
L2 term: [ 0.00428368  0.00679182  0.00823243  0.00444847  0.00858387 -0.00650364
  0.00096795  0.01544569  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806713  0.25061711  0.30377675  0.16415304  0.31674595 -0.2399889
  0.03571785  0.56994739  0.35225504]
L2 term: [ 0.00428366  0.00679179  0.00823243  0.00444859  0.0085839  -0.00650376
  0.00096796  0.01544573  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806662  0.25061595  0.30377684  0.16415766  0.31674726 -0.23999334
  0.03571832  0.5699487   0.35225503]
L2 term: [ 0.00428365  0.00679176  0.00823243  0.00444872  0.00858394 -0.00650388
  0.00096798  0.01544576  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806611  0.25061479  0.30377693  0.16416225  0.31674856 -0.23999775
  0.03571879  0.56994999  0.35225502]
L2 term: [ 0.00428363  0.00679173  0.00823244  0.00444884  0.00858397 -0.006504
  0.00096799  0.0154458   0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580656   0.25061366  0.30377702  0.16416681  0.31674985 -0.24000212
  0.03571925  0.56995125  0.35225501]
L2 term: [ 0.00428362  0.0067917   0.00823244  0.00444897  0.00858401 -0.00650412
  0.000968    0.01544583  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580651   0.25061253  0.3037771   0.16417134  0.31675112 -0.24000647
  0.03571971  0.56995249  0.352255  ]
L2 term: [ 0.00428361  0.00679167  0.00823244  0.00444909  0.00858404 -0.00650424
  0.00096801  0.01544587  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806461  0.25061142  0.30377718  0.16417585  0.31675237 -0.24001078
  0.03572016  0.56995371  0.35225499]
L2 term: [ 0.00428359  0.00679164  0.00823244  0.00444921  0.00858408 -0.00650436
  0.00096803  0.0154459   0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806412  0.25061031  0.30377726  0.16418032  0.31675362 -0.24001506
  0.0357206   0.56995491  0.35225497]
L2 term: [ 0.00428358  0.00679161  0.00823245  0.00444933  0.00858411 -0.00650447
  0.00096804  0.01544593  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806364  0.25060922  0.30377733  0.16418477  0.31675485 -0.24001931
  0.03572105  0.56995608  0.35225496]
L2 term: [ 0.00428357  0.00679158  0.00823245  0.00444945  0.00858414 -0.00650459
  0.00096805  0.01544596  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806316  0.25060814  0.30377741  0.16418919  0.31675607 -0.24002353
  0.03572148  0.56995723  0.35225495]
L2 term: [ 0.00428355  0.00679155  0.00823245  0.00444957  0.00858418 -0.0065047
  0.00096806  0.015446    0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806269  0.25060708  0.30377748  0.16419358  0.31675728 -0.24002772
  0.03572191  0.56995836  0.35225494]
L2 term: [ 0.00428354  0.00679152  0.00823245  0.00444969  0.00858421 -0.00650482
  0.00096807  0.01544603  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806222  0.25060602  0.30377755  0.16419795  0.31675847 -0.24003188
  0.03572234  0.56995947  0.35225493]
L2 term: [ 0.00428353  0.00679149  0.00823245  0.00444981  0.00858424 -0.00650493
  0.00096809  0.01544606  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806176  0.25060498  0.30377762  0.16420229  0.31675965 -0.24003601
  0.03572276  0.56996056  0.35225492]
L2 term: [ 0.00428352  0.00679146  0.00823246  0.00444993  0.00858427 -0.00650504
  0.0009681   0.01544609  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580613   0.25060394  0.30377768  0.1642066   0.31676082 -0.24004011
  0.03572318  0.56996163  0.35225492]
L2 term: [ 0.0042835   0.00679143  0.00823246  0.00445004  0.0085843  -0.00650515
  0.00096811  0.01544611  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15806085  0.25060292  0.30377775  0.16421089  0.31676197 -0.24004418
  0.03572359  0.56996268  0.35225491]
L2 term: [ 0.00428349  0.00679141  0.00823246  0.00445016  0.00858434 -0.00650526
  0.00096812  0.01544614  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580604   0.25060191  0.30377781  0.16421514  0.31676312 -0.24004822
  0.035724    0.56996371  0.3522549 ]
L2 term: [ 0.00428348  0.00679138  0.00823246  0.00445027  0.00858437 -0.00650537
  0.00096813  0.01544617  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805996  0.25060091  0.30377787  0.16421938  0.31676425 -0.24005224
  0.03572441  0.56996471  0.35225489]
L2 term: [ 0.00428347  0.00679135  0.00823246  0.00445039  0.0085844  -0.00650548
  0.00096814  0.0154462   0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805953  0.25059992  0.30377793  0.16422358  0.31676537 -0.24005622
  0.03572481  0.5699657   0.35225488]
L2 term: [ 0.00428346  0.00679133  0.00823246  0.0044505   0.00858443 -0.00650559
  0.00096815  0.01544622  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580591   0.25059894  0.30377798  0.16422776  0.31676648 -0.24006018
  0.0357252   0.56996667  0.35225487]
L2 term: [ 0.00428344  0.0067913   0.00823247  0.00445062  0.00858446 -0.0065057
  0.00096816  0.01544625  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805867  0.25059797  0.30377804  0.16423192  0.31676758 -0.2400641
  0.03572559  0.56996762  0.35225486]
L2 term: [ 0.00428343  0.00679127  0.00823247  0.00445073  0.00858449 -0.0065058
  0.00096817  0.01544628  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805825  0.25059702  0.30377809  0.16423605  0.31676866 -0.24006801
  0.03572598  0.56996855  0.35225485]
L2 term: [ 0.00428342  0.00679125  0.00823247  0.00445084  0.00858452 -0.00650591
  0.00096818  0.0154463   0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805783  0.25059607  0.30377814  0.16424015  0.31676974 -0.24007188
  0.03572636  0.56996946  0.35225485]
L2 term: [ 0.00428341  0.00679122  0.00823247  0.00445095  0.00858455 -0.00650601
  0.00096819  0.01544633  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805742  0.25059513  0.30377819  0.16424423  0.3167708  -0.24007572
  0.03572673  0.56997035  0.35225484]
L2 term: [ 0.0042834   0.0067912   0.00823247  0.00445106  0.00858457 -0.00650612
  0.0009682   0.01544635  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805701  0.2505942   0.30377823  0.16424828  0.31677186 -0.24007954
  0.03572711  0.56997123  0.35225483]
L2 term: [ 0.00428339  0.00679117  0.00823247  0.00445117  0.0085846  -0.00650622
  0.00096821  0.01544637  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805661  0.25059329  0.30377828  0.16425231  0.3167729  -0.24008333
  0.03572748  0.56997209  0.35225482]
L2 term: [ 0.00428338  0.00679115  0.00823247  0.00445128  0.00858463 -0.00650632
  0.00096822  0.0154464   0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805621  0.25059238  0.30377832  0.16425631  0.31677393 -0.2400871
  0.03572784  0.56997293  0.35225482]
L2 term: [ 0.00428337  0.00679112  0.00823247  0.00445139  0.00858466 -0.00650643
  0.00096823  0.01544642  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805582  0.25059148  0.30377836  0.16426029  0.31677495 -0.24009083
  0.0357282   0.56997375  0.35225481]
L2 term: [ 0.00428336  0.0067911   0.00823248  0.0044515   0.00858469 -0.00650653
  0.00096824  0.01544644  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805543  0.2505906   0.3037784   0.16426424  0.31677596 -0.24009454
  0.03572856  0.56997455  0.3522548 ]
L2 term: [ 0.00428334  0.00679107  0.00823248  0.00445161  0.00858471 -0.00650663
  0.00096825  0.01544646  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805504  0.25058972  0.30377844  0.16426817  0.31677696 -0.24009823
  0.03572891  0.56997534  0.3522548 ]
L2 term: [ 0.00428333  0.00679105  0.00823248  0.00445171  0.00858474 -0.00650673
  0.00096826  0.01544649  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805466  0.25058885  0.30377848  0.16427208  0.31677795 -0.24010189
  0.03572926  0.56997611  0.35225479]
L2 term: [ 0.00428332  0.00679103  0.00823248  0.00445182  0.00858477 -0.00650683
  0.00096827  0.01544651  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805428  0.25058799  0.30377851  0.16427596  0.31677892 -0.24010552
  0.0357296   0.56997687  0.35225478]
L2 term: [ 0.00428331  0.006791    0.00823248  0.00445192  0.00858479 -0.00650692
  0.00096828  0.01544653  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805391  0.25058714  0.30377855  0.16427982  0.31677989 -0.24010913
  0.03572994  0.5699776   0.35225478]
L2 term: [ 0.0042833   0.00679098  0.00823248  0.00445203  0.00858482 -0.00650702
  0.00096829  0.01544655  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805354  0.2505863   0.30377858  0.16428365  0.31678085 -0.24011271
  0.03573028  0.56997833  0.35225477]
L2 term: [ 0.00428329  0.00679096  0.00823248  0.00445213  0.00858485 -0.00650712
  0.0009683   0.01544657  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805318  0.25058547  0.30377861  0.16428746  0.3167818  -0.24011627
  0.03573061  0.56997903  0.35225477]
L2 term: [ 0.00428328  0.00679093  0.00823248  0.00445223  0.00858487 -0.00650722
  0.00096831  0.01544659  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805282  0.25058464  0.30377864  0.16429125  0.31678274 -0.2401198
  0.03573094  0.56997972  0.35225476]
L2 term: [ 0.00428327  0.00679091  0.00823248  0.00445234  0.0085849  -0.00650731
  0.00096832  0.0154466   0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805247  0.25058383  0.30377866  0.16429501  0.31678367 -0.2401233
  0.03573127  0.5699804   0.35225476]
L2 term: [ 0.00428326  0.00679089  0.00823248  0.00445244  0.00858492 -0.00650741
  0.00096833  0.01544662  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805211  0.25058303  0.30377869  0.16429875  0.31678458 -0.24012679
  0.03573159  0.56998106  0.35225475]
L2 term: [ 0.00428326  0.00679087  0.00823248  0.00445254  0.00858495 -0.0065075
  0.00096834  0.01544664  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805177  0.25058223  0.30377872  0.16430247  0.31678549 -0.24013024
  0.03573191  0.5699817   0.35225475]
L2 term: [ 0.00428325  0.00679085  0.00823249  0.00445264  0.00858497 -0.00650759
  0.00096834  0.01544666  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805142  0.25058144  0.30377874  0.16430617  0.31678639 -0.24013368
  0.03573222  0.56998233  0.35225474]
L2 term: [ 0.00428324  0.00679083  0.00823249  0.00445274  0.008585   -0.00650769
  0.00096835  0.01544668  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805108  0.25058066  0.30377876  0.16430984  0.31678728 -0.24013709
  0.03573253  0.56998294  0.35225474]
L2 term: [ 0.00428323  0.0067908   0.00823249  0.00445284  0.00858502 -0.00650778
  0.00096836  0.01544669  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805075  0.25057989  0.30377878  0.16431349  0.31678817 -0.24014047
  0.03573284  0.56998354  0.35225473]
L2 term: [ 0.00428322  0.00679078  0.00823249  0.00445294  0.00858505 -0.00650787
  0.00096837  0.01544671  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805042  0.25057913  0.3037788   0.16431712  0.31678904 -0.24014383
  0.03573314  0.56998413  0.35225473]
L2 term: [ 0.00428321  0.00679076  0.00823249  0.00445304  0.00858507 -0.00650796
  0.00096838  0.01544672  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15805009  0.25057838  0.30377882  0.16432072  0.3167899  -0.24014717
  0.03573344  0.5699847   0.35225473]
L2 term: [ 0.0042832   0.00679074  0.00823249  0.00445314  0.00858509 -0.00650805
  0.00096839  0.01544674  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804977  0.25057763  0.30377884  0.1643243   0.31679076 -0.24015049
  0.03573374  0.56998526  0.35225472]
L2 term: [ 0.00428319  0.00679072  0.00823249  0.00445323  0.00858512 -0.00650814
  0.00096839  0.01544675  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804945  0.2505769   0.30377885  0.16432787  0.3167916  -0.24015378
  0.03573403  0.5699858   0.35225472]
L2 term: [ 0.00428318  0.0067907   0.00823249  0.00445333  0.00858514 -0.00650823
  0.0009684   0.01544677  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804913  0.25057617  0.30377886  0.16433141  0.31679244 -0.24015705
  0.03573432  0.56998633  0.35225472]
L2 term: [ 0.00428317  0.00679068  0.00823249  0.00445343  0.00858516 -0.00650832
  0.00096841  0.01544678  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804882  0.25057545  0.30377888  0.16433492  0.31679327 -0.24016029
  0.03573461  0.56998685  0.35225471]
L2 term: [ 0.00428317  0.00679066  0.00823249  0.00445352  0.00858518 -0.00650841
  0.00096842  0.0154468   0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804851  0.25057473  0.30377889  0.16433842  0.31679409 -0.24016352
  0.03573489  0.56998735  0.35225471]
L2 term: [ 0.00428316  0.00679064  0.00823249  0.00445362  0.00858521 -0.0065085
  0.00096843  0.01544681  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580482   0.25057403  0.3037789   0.16434189  0.3167949  -0.24016672
  0.03573517  0.56998785  0.35225471]
L2 term: [ 0.00428315  0.00679062  0.00823249  0.00445371  0.00858523 -0.00650858
  0.00096843  0.01544683  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580479   0.25057333  0.30377891  0.16434535  0.3167957  -0.2401699
  0.03573545  0.56998832  0.3522547 ]
L2 term: [ 0.00428314  0.00679061  0.00823249  0.0044538   0.00858525 -0.00650867
  0.00096844  0.01544684  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580476   0.25057264  0.30377892  0.16434878  0.31679649 -0.24017306
  0.03573572  0.56998879  0.3522547 ]
L2 term: [ 0.00428313  0.00679059  0.00823249  0.0044539   0.00858527 -0.00650875
  0.00096845  0.01544685  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804731  0.25057196  0.30377892  0.16435219  0.31679728 -0.24017619
  0.03573599  0.56998924  0.3522547 ]
L2 term: [ 0.00428312  0.00679057  0.00823249  0.00445399  0.00858529 -0.00650884
  0.00096845  0.01544686  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804701  0.25057128  0.30377893  0.16435559  0.31679806 -0.2401793
  0.03573626  0.56998968  0.3522547 ]
L2 term: [ 0.00428312  0.00679055  0.00823249  0.00445408  0.00858531 -0.00650892
  0.00096846  0.01544687  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804673  0.25057062  0.30377893  0.16435896  0.31679883 -0.2401824
  0.03573652  0.56999011  0.3522547 ]
L2 term: [ 0.00428311  0.00679053  0.00823249  0.00445417  0.00858533 -0.00650901
  0.00096847  0.01544689  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804644  0.25056996  0.30377894  0.16436231  0.31679959 -0.24018547
  0.03573678  0.56999053  0.35225469]
L2 term: [ 0.0042831   0.00679051  0.00823249  0.00445426  0.00858535 -0.00650909
  0.00096848  0.0154469   0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804616  0.2505693   0.30377894  0.16436564  0.31680035 -0.24018851
  0.03573704  0.56999093  0.35225469]
L2 term: [ 0.00428309  0.0067905   0.00823249  0.00445435  0.00858538 -0.00650917
  0.00096848  0.01544691  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804588  0.25056866  0.30377894  0.16436895  0.31680109 -0.24019154
  0.03573729  0.56999132  0.35225469]
L2 term: [ 0.00428309  0.00679048  0.00823249  0.00445444  0.0085854  -0.00650926
  0.00096849  0.01544692  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804561  0.25056802  0.30377894  0.16437223  0.31680183 -0.24019455
  0.03573754  0.56999171  0.35225469]
L2 term: [ 0.00428308  0.00679046  0.00823249  0.00445453  0.00858542 -0.00650934
  0.0009685   0.01544693  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804533  0.25056739  0.30377894  0.1643755   0.31680256 -0.24019754
  0.03573779  0.56999208  0.35225469]
L2 term: [ 0.00428307  0.00679044  0.00823249  0.00445462  0.00858544 -0.00650942
  0.0009685   0.01544694  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804506  0.25056676  0.30377894  0.16437875  0.31680329 -0.2402005
  0.03573804  0.56999243  0.35225469]
L2 term: [ 0.00428306  0.00679043  0.00823249  0.00445471  0.00858545 -0.0065095
  0.00096851  0.01544695  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580448   0.25056614  0.30377894  0.16438198  0.316804   -0.24020345
  0.03573828  0.56999278  0.35225469]
L2 term: [ 0.00428306  0.00679041  0.00823249  0.0044548   0.00858547 -0.00650958
  0.00096852  0.01544696  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804454  0.25056553  0.30377894  0.16438519  0.31680471 -0.24020637
  0.03573852  0.56999312  0.35225469]
L2 term: [ 0.00428305  0.00679039  0.00823249  0.00445488  0.00858549 -0.00650966
  0.00096852  0.01544697  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804428  0.25056493  0.30377893  0.16438838  0.31680541 -0.24020928
  0.03573876  0.56999345  0.35225469]
L2 term: [ 0.00428304  0.00679038  0.00823249  0.00445497  0.00858551 -0.00650974
  0.00096853  0.01544698  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804402  0.25056433  0.30377893  0.16439156  0.31680611 -0.24021216
  0.035739    0.56999376  0.35225469]
L2 term: [ 0.00428304  0.00679036  0.00823249  0.00445506  0.00858553 -0.00650981
  0.00096854  0.01544699  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804377  0.25056374  0.30377892  0.16439471  0.31680679 -0.24021503
  0.03573923  0.56999407  0.35225469]
L2 term: [ 0.00428303  0.00679035  0.00823249  0.00445514  0.00858555 -0.00650989
  0.00096854  0.01544699  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804352  0.25056316  0.30377891  0.16439784  0.31680747 -0.24021787
  0.03573946  0.56999436  0.35225469]
L2 term: [ 0.00428302  0.00679033  0.00823249  0.00445523  0.00858557 -0.00650997
  0.00096855  0.015447    0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804327  0.25056258  0.30377891  0.16440095  0.31680815 -0.2402207
  0.03573968  0.56999465  0.35225469]
L2 term: [ 0.00428302  0.00679031  0.00823249  0.00445531  0.00858559 -0.00651005
  0.00096856  0.01544701  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804303  0.25056201  0.3037789   0.16440405  0.31680881 -0.2402235
  0.03573991  0.56999492  0.35225469]
L2 term: [ 0.00428301  0.0067903   0.00823249  0.00445539  0.0085856  -0.00651012
  0.00096856  0.01544702  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804278  0.25056144  0.30377889  0.16440713  0.31680947 -0.24022629
  0.03574013  0.56999519  0.35225469]
L2 term: [ 0.004283    0.00679028  0.00823249  0.00445548  0.00858562 -0.0065102
  0.00096857  0.01544702  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804255  0.25056088  0.30377888  0.16441018  0.31681012 -0.24022906
  0.03574035  0.56999544  0.35225469]
L2 term: [ 0.004283    0.00679027  0.00823249  0.00445556  0.00858564 -0.00651027
  0.00096857  0.01544703  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804231  0.25056033  0.30377887  0.16441322  0.31681077 -0.24023181
  0.03574056  0.56999569  0.35225469]
L2 term: [ 0.00428299  0.00679025  0.00823249  0.00445564  0.00858566 -0.00651035
  0.00096858  0.01544704  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804208  0.25055978  0.30377885  0.16441624  0.31681141 -0.24023454
  0.03574078  0.56999592  0.35225469]
L2 term: [ 0.00428298  0.00679024  0.00823249  0.00445572  0.00858568 -0.00651042
  0.00096858  0.01544704  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804185  0.25055924  0.30377884  0.16441925  0.31681204 -0.24023725
  0.03574099  0.56999615  0.3522547 ]
L2 term: [ 0.00428298  0.00679022  0.00823249  0.00445581  0.00858569 -0.00651049
  0.00096859  0.01544705  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804162  0.25055871  0.30377883  0.16442223  0.31681267 -0.24023994
  0.0357412   0.56999637  0.3522547 ]
L2 term: [ 0.00428297  0.00679021  0.00823249  0.00445589  0.00858571 -0.00651057
  0.0009686   0.01544706  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804139  0.25055818  0.30377881  0.1644252   0.31681329 -0.24024262
  0.0357414   0.56999658  0.3522547 ]
L2 term: [ 0.00428296  0.00679019  0.00823249  0.00445597  0.00858573 -0.00651064
  0.0009686   0.01544706  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804117  0.25055766  0.3037788   0.16442815  0.3168139  -0.24024527
  0.03574161  0.56999678  0.3522547 ]
L2 term: [ 0.00428296  0.00679018  0.00823249  0.00445605  0.00858574 -0.00651071
  0.00096861  0.01544707  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804095  0.25055714  0.30377878  0.16443108  0.31681451 -0.24024791
  0.03574181  0.56999697  0.3522547 ]
L2 term: [ 0.00428295  0.00679017  0.00823249  0.00445613  0.00858576 -0.00651078
  0.00096861  0.01544707  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804074  0.25055663  0.30377877  0.16443399  0.31681511 -0.24025053
  0.03574201  0.56999715  0.35225471]
L2 term: [ 0.00428295  0.00679015  0.00823249  0.00445621  0.00858578 -0.00651085
  0.00096862  0.01544708  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804052  0.25055612  0.30377875  0.16443689  0.3168157  -0.24025313
  0.0357422   0.56999732  0.35225471]
L2 term: [ 0.00428294  0.00679014  0.00823249  0.00445628  0.00858579 -0.00651093
  0.00096862  0.01544708  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15804031  0.25055562  0.30377873  0.16443977  0.31681629 -0.24025572
  0.0357424   0.56999749  0.35225471]
L2 term: [ 0.00428294  0.00679013  0.00823249  0.00445636  0.00858581 -0.006511
  0.00096863  0.01544709  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580401   0.25055513  0.30377871  0.16444263  0.31681687 -0.24025829
  0.03574259  0.56999765  0.35225471]
L2 term: [ 0.00428293  0.00679011  0.00823249  0.00445644  0.00858582 -0.00651106
  0.00096863  0.01544709  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803989  0.25055464  0.30377869  0.16444547  0.31681745 -0.24026084
  0.03574278  0.5699978   0.35225472]
L2 term: [ 0.00428292  0.0067901   0.00823248  0.00445652  0.00858584 -0.00651113
  0.00096864  0.01544709  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803969  0.25055416  0.30377867  0.1644483   0.31681802 -0.24026337
  0.03574296  0.56999794  0.35225472]
L2 term: [ 0.00428292  0.00679009  0.00823248  0.00445659  0.00858585 -0.0065112
  0.00096864  0.0154471   0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803949  0.25055368  0.30377865  0.16445111  0.31681858 -0.24026588
  0.03574315  0.56999807  0.35225472]
L2 term: [ 0.00428291  0.00679007  0.00823248  0.00445667  0.00858587 -0.00651127
  0.00096865  0.0154471   0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803929  0.25055321  0.30377863  0.1644539   0.31681914 -0.24026838
  0.03574333  0.5699982   0.35225473]
L2 term: [ 0.00428291  0.00679006  0.00823248  0.00445675  0.00858588 -0.00651134
  0.00096865  0.01544711  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803909  0.25055274  0.30377861  0.16445667  0.31681969 -0.24027086
  0.03574351  0.56999831  0.35225473]
L2 term: [ 0.0042829   0.00679005  0.00823248  0.00445682  0.0085859  -0.00651141
  0.00096866  0.01544711  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580389   0.25055228  0.30377859  0.16445943  0.31682024 -0.24027333
  0.03574369  0.56999842  0.35225473]
L2 term: [ 0.0042829   0.00679003  0.00823248  0.0044569   0.00858591 -0.00651147
  0.00096866  0.01544711  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803871  0.25055182  0.30377857  0.16446218  0.31682078 -0.24027578
  0.03574387  0.56999853  0.35225474]
L2 term: [ 0.00428289  0.00679002  0.00823248  0.00445697  0.00858593 -0.00651154
  0.00096867  0.01544711  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803852  0.25055137  0.30377854  0.1644649   0.31682132 -0.24027821
  0.03574404  0.56999862  0.35225474]
L2 term: [ 0.00428289  0.00679001  0.00823248  0.00445704  0.00858594 -0.0065116
  0.00096867  0.01544712  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803833  0.25055092  0.30377852  0.16446761  0.31682185 -0.24028062
  0.03574421  0.56999871  0.35225474]
L2 term: [ 0.00428288  0.00679     0.00823248  0.00445712  0.00858596 -0.00651167
  0.00096868  0.01544712  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803814  0.25055048  0.30377849  0.16447031  0.31682238 -0.24028302
  0.03574438  0.56999879  0.35225475]
L2 term: [ 0.00428288  0.00678999  0.00823248  0.00445719  0.00858597 -0.00651174
  0.00096868  0.01544712  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803796  0.25055005  0.30377847  0.16447298  0.3168229  -0.2402854
  0.03574455  0.56999887  0.35225475]
L2 term: [ 0.00428287  0.00678997  0.00823248  0.00445726  0.00858599 -0.0065118
  0.00096869  0.01544712  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803778  0.25054961  0.30377844  0.16447564  0.31682341 -0.24028777
  0.03574472  0.56999893  0.35225476]
L2 term: [ 0.00428287  0.00678996  0.00823248  0.00445733  0.008586   -0.00651186
  0.00096869  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580376   0.25054919  0.30377842  0.16447829  0.31682392 -0.24029012
  0.03574488  0.56999899  0.35225476]
L2 term: [ 0.00428286  0.00678995  0.00823248  0.00445741  0.00858601 -0.00651193
  0.0009687   0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803743  0.25054877  0.30377839  0.16448092  0.31682442 -0.24029246
  0.03574504  0.56999905  0.35225477]
L2 term: [ 0.00428286  0.00678994  0.00823248  0.00445748  0.00858603 -0.00651199
  0.0009687   0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803725  0.25054835  0.30377836  0.16448353  0.31682492 -0.24029478
  0.0357452   0.56999909  0.35225477]
L2 term: [ 0.00428285  0.00678993  0.00823248  0.00445755  0.00858604 -0.00651205
  0.0009687   0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803708  0.25054794  0.30377833  0.16448613  0.31682542 -0.24029708
  0.03574536  0.56999913  0.35225478]
L2 term: [ 0.00428285  0.00678992  0.00823248  0.00445762  0.00858605 -0.00651212
  0.00096871  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803691  0.25054753  0.30377831  0.16448871  0.3168259  -0.24029937
  0.03574552  0.56999917  0.35225478]
L2 term: [ 0.00428284  0.00678991  0.00823247  0.00445769  0.00858607 -0.00651218
  0.00096871  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803674  0.25054713  0.30377828  0.16449128  0.31682639 -0.24030164
  0.03574567  0.5699992   0.35225479]
L2 term: [ 0.00428284  0.0067899   0.00823247  0.00445776  0.00858608 -0.00651224
  0.00096872  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803658  0.25054673  0.30377825  0.16449383  0.31682687 -0.2403039
  0.03574582  0.56999922  0.35225479]
L2 term: [ 0.00428283  0.00678988  0.00823247  0.00445783  0.00858609 -0.0065123
  0.00096872  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803641  0.25054633  0.30377822  0.16449637  0.31682734 -0.24030614
  0.03574597  0.56999923  0.3522548 ]
L2 term: [ 0.00428283  0.00678987  0.00823247  0.0044579   0.00858611 -0.00651236
  0.00096873  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803625  0.25054594  0.30377819  0.16449889  0.31682781 -0.24030837
  0.03574612  0.56999924  0.3522548 ]
L2 term: [ 0.00428283  0.00678986  0.00823247  0.00445796  0.00858612 -0.00651242
  0.00096873  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803609  0.25054556  0.30377816  0.1645014   0.31682827 -0.24031058
  0.03574627  0.56999925  0.35225481]
L2 term: [ 0.00428282  0.00678985  0.00823247  0.00445803  0.00858613 -0.00651248
  0.00096873  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803593  0.25054518  0.30377813  0.16450389  0.31682873 -0.24031278
  0.03574641  0.56999924  0.35225482]
L2 term: [ 0.00428282  0.00678984  0.00823247  0.0044581   0.00858614 -0.00651254
  0.00096874  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803578  0.2505448   0.30377809  0.16450636  0.31682919 -0.24031496
  0.03574656  0.56999924  0.35225482]
L2 term: [ 0.00428281  0.00678983  0.00823247  0.00445817  0.00858616 -0.0065126
  0.00096874  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803562  0.25054443  0.30377806  0.16450883  0.31682964 -0.24031713
  0.0357467   0.56999922  0.35225483]
L2 term: [ 0.00428281  0.00678982  0.00823247  0.00445823  0.00858617 -0.00651266
  0.00096875  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803547  0.25054406  0.30377803  0.16451127  0.31683008 -0.24031928
  0.03574684  0.5699992   0.35225483]
L2 term: [ 0.0042828   0.00678981  0.00823247  0.0044583   0.00858618 -0.00651272
  0.00096875  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803532  0.2505437   0.303778    0.16451371  0.31683053 -0.24032142
  0.03574697  0.56999918  0.35225484]
L2 term: [ 0.0042828   0.0067898   0.00823247  0.00445837  0.00858619 -0.00651278
  0.00096875  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803517  0.25054334  0.30377796  0.16451612  0.31683096 -0.24032355
  0.03574711  0.56999915  0.35225485]
L2 term: [ 0.0042828   0.00678979  0.00823247  0.00445843  0.0085862  -0.00651283
  0.00096876  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803503  0.25054298  0.30377793  0.16451853  0.31683139 -0.24032566
  0.03574724  0.56999911  0.35225485]
L2 term: [ 0.00428279  0.00678978  0.00823246  0.0044585   0.00858622 -0.00651289
  0.00096876  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803488  0.25054263  0.3037779   0.16452092  0.31683182 -0.24032776
  0.03574738  0.56999907  0.35225486]
L2 term: [ 0.00428279  0.00678977  0.00823246  0.00445856  0.00858623 -0.00651295
  0.00096876  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803474  0.25054228  0.30377786  0.16452329  0.31683224 -0.24032984
  0.03574751  0.56999903  0.35225487]
L2 term: [ 0.00428278  0.00678976  0.00823246  0.00445863  0.00858624 -0.006513
  0.00096877  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580346   0.25054194  0.30377783  0.16452565  0.31683266 -0.24033191
  0.03574764  0.56999898  0.35225487]
L2 term: [ 0.00428278  0.00678975  0.00823246  0.00445869  0.00858625 -0.00651306
  0.00096877  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803446  0.2505416   0.30377779  0.164528    0.31683308 -0.24033396
  0.03574777  0.56999892  0.35225488]
L2 term: [ 0.00428278  0.00678975  0.00823246  0.00445875  0.00858626 -0.00651312
  0.00096877  0.01544713  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803432  0.25054126  0.30377776  0.16453033  0.31683349 -0.24033601
  0.03574789  0.56999886  0.35225489]
L2 term: [ 0.00428277  0.00678974  0.00823246  0.00445882  0.00858627 -0.00651317
  0.00096878  0.01544712  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803419  0.25054093  0.30377772  0.16453265  0.31683389 -0.24033803
  0.03574802  0.5699988   0.3522549 ]
L2 term: [ 0.00428277  0.00678973  0.00823246  0.00445888  0.00858628 -0.00651323
  0.00096878  0.01544712  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803405  0.2505406   0.30377769  0.16453495  0.3168343  -0.24034005
  0.03574814  0.56999873  0.3522549 ]
L2 term: [ 0.00428277  0.00678972  0.00823246  0.00445894  0.0085863  -0.00651328
  0.00096878  0.01544712  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803392  0.25054028  0.30377765  0.16453725  0.31683469 -0.24034205
  0.03574826  0.56999865  0.35225491]
L2 term: [ 0.00428276  0.00678971  0.00823246  0.004459    0.00858631 -0.00651333
  0.00096879  0.01544712  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803379  0.25053996  0.30377761  0.16453952  0.31683509 -0.24034404
  0.03574838  0.56999857  0.35225492]
L2 term: [ 0.00428276  0.0067897   0.00823246  0.00445907  0.00858632 -0.00651339
  0.00096879  0.01544712  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803366  0.25053964  0.30377758  0.16454179  0.31683548 -0.24034601
  0.0357485   0.56999849  0.35225493]
L2 term: [ 0.00428276  0.00678969  0.00823245  0.00445913  0.00858633 -0.00651344
  0.00096879  0.01544711  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803354  0.25053933  0.30377754  0.16454404  0.31683586 -0.24034798
  0.03574862  0.5699984   0.35225493]
L2 term: [ 0.00428275  0.00678968  0.00823245  0.00445919  0.00858634 -0.0065135
  0.0009688   0.01544711  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803341  0.25053902  0.3037775   0.16454628  0.31683625 -0.24034993
  0.03574873  0.56999831  0.35225494]
L2 term: [ 0.00428275  0.00678968  0.00823245  0.00445925  0.00858635 -0.00651355
  0.0009688   0.01544711  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803329  0.25053871  0.30377746  0.1645485   0.31683662 -0.24035186
  0.03574885  0.56999821  0.35225495]
L2 term: [ 0.00428274  0.00678967  0.00823245  0.00445931  0.00858636 -0.0065136
  0.0009688   0.01544711  0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803316  0.25053841  0.30377743  0.16455071  0.316837   -0.24035379
  0.03574896  0.56999811  0.35225496]
L2 term: [ 0.00428274  0.00678966  0.00823245  0.00445937  0.00858637 -0.00651365
  0.00096881  0.0154471   0.0095462 ]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803304  0.25053811  0.30377739  0.16455291  0.31683737 -0.2403557
  0.03574907  0.569998    0.35225497]
L2 term: [ 0.00428274  0.00678965  0.00823245  0.00445943  0.00858638 -0.0065137
  0.00096881  0.0154471   0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803293  0.25053782  0.30377735  0.16455509  0.31683774 -0.2403576
  0.03574918  0.5699979   0.35225497]
L2 term: [ 0.00428274  0.00678964  0.00823245  0.00445949  0.00858639 -0.00651376
  0.00096881  0.0154471   0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803281  0.25053753  0.30377731  0.16455727  0.3168381  -0.24035948
  0.03574929  0.56999778  0.35225498]
L2 term: [ 0.00428273  0.00678963  0.00823245  0.00445955  0.0085864  -0.00651381
  0.00096882  0.01544709  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803269  0.25053724  0.30377727  0.16455942  0.31683846 -0.24036135
  0.0357494   0.56999767  0.35225499]
L2 term: [ 0.00428273  0.00678963  0.00823245  0.0044596   0.00858641 -0.00651386
  0.00096882  0.01544709  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803258  0.25053695  0.30377723  0.16456157  0.31683881 -0.24036322
  0.0357495   0.56999755  0.352255  ]
L2 term: [ 0.00428273  0.00678962  0.00823245  0.00445966  0.00858642 -0.00651391
  0.00096882  0.01544709  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803246  0.25053667  0.30377719  0.1645637   0.31683917 -0.24036506
  0.03574961  0.56999742  0.35225501]
L2 term: [ 0.00428272  0.00678961  0.00823244  0.00445972  0.00858643 -0.00651396
  0.00096882  0.01544708  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803235  0.25053639  0.30377715  0.16456582  0.31683952 -0.2403669
  0.03574971  0.56999729  0.35225502]
L2 term: [ 0.00428272  0.0067896   0.00823244  0.00445978  0.00858644 -0.00651401
  0.00096883  0.01544708  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803224  0.25053612  0.30377711  0.16456793  0.31683986 -0.24036873
  0.03574981  0.56999716  0.35225503]
L2 term: [ 0.00428272  0.0067896   0.00823244  0.00445984  0.00858645 -0.00651406
  0.00096883  0.01544708  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803213  0.25053584  0.30377707  0.16457003  0.3168402  -0.24037054
  0.03574991  0.56999703  0.35225503]
L2 term: [ 0.00428271  0.00678959  0.00823244  0.00445989  0.00858646 -0.00651411
  0.00096883  0.01544707  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803203  0.25053557  0.30377703  0.16457211  0.31684054 -0.24037234
  0.03575001  0.56999689  0.35225504]
L2 term: [ 0.00428271  0.00678958  0.00823244  0.00445995  0.00858646 -0.00651416
  0.00096884  0.01544707  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803192  0.25053531  0.30377699  0.16457418  0.31684087 -0.24037413
  0.03575011  0.56999674  0.35225505]
L2 term: [ 0.00428271  0.00678957  0.00823244  0.00446     0.00858647 -0.0065142
  0.00096884  0.01544707  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803181  0.25053504  0.30377695  0.16457624  0.31684121 -0.24037591
  0.03575021  0.5699966   0.35225506]
L2 term: [ 0.00428271  0.00678957  0.00823244  0.00446006  0.00858648 -0.00651425
  0.00096884  0.01544706  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803171  0.25053479  0.30377691  0.16457829  0.31684153 -0.24037767
  0.0357503   0.56999645  0.35225507]
L2 term: [ 0.0042827   0.00678956  0.00823244  0.00446012  0.00858649 -0.0065143
  0.00096884  0.01544706  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803161  0.25053453  0.30377687  0.16458032  0.31684186 -0.24037943
  0.0357504   0.5699963   0.35225508]
L2 term: [ 0.0042827   0.00678955  0.00823244  0.00446017  0.0085865  -0.00651435
  0.00096885  0.01544705  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803151  0.25053427  0.30377683  0.16458235  0.31684218 -0.24038117
  0.03575049  0.56999614  0.35225509]
L2 term: [ 0.0042827   0.00678955  0.00823243  0.00446023  0.00858651 -0.00651439
  0.00096885  0.01544705  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803141  0.25053402  0.30377679  0.16458436  0.3168425  -0.2403829
  0.03575058  0.56999598  0.3522551 ]
L2 term: [ 0.00428269  0.00678954  0.00823243  0.00446028  0.00858652 -0.00651444
  0.00096885  0.01544705  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803131  0.25053378  0.30377674  0.16458636  0.31684281 -0.24038462
  0.03575067  0.56999582  0.35225511]
L2 term: [ 0.00428269  0.00678953  0.00823243  0.00446033  0.00858653 -0.00651449
  0.00096885  0.01544704  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803122  0.25053353  0.3037767   0.16458834  0.31684312 -0.24038633
  0.03575076  0.56999566  0.35225512]
L2 term: [ 0.00428269  0.00678953  0.00823243  0.00446039  0.00858653 -0.00651453
  0.00096886  0.01544704  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803112  0.25053329  0.30377666  0.16459032  0.31684343 -0.24038803
  0.03575085  0.56999549  0.35225513]
L2 term: [ 0.00428269  0.00678952  0.00823243  0.00446044  0.00858654 -0.00651458
  0.00096886  0.01544703  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803103  0.25053305  0.30377662  0.16459228  0.31684374 -0.24038971
  0.03575094  0.56999532  0.35225514]
L2 term: [ 0.00428268  0.00678951  0.00823243  0.0044605   0.00858655 -0.00651463
  0.00096886  0.01544703  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803093  0.25053281  0.30377658  0.16459423  0.31684404 -0.24039139
  0.03575102  0.56999514  0.35225515]
L2 term: [ 0.00428268  0.00678951  0.00823243  0.00446055  0.00858656 -0.00651467
  0.00096886  0.01544702  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803084  0.25053258  0.30377653  0.16459617  0.31684434 -0.24039305
  0.03575111  0.56999497  0.35225516]
L2 term: [ 0.00428268  0.0067895   0.00823243  0.0044606   0.00858657 -0.00651472
  0.00096886  0.01544702  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803075  0.25053235  0.30377649  0.1645981   0.31684463 -0.24039471
  0.03575119  0.56999479  0.35225517]
L2 term: [ 0.00428268  0.00678949  0.00823243  0.00446065  0.00858658 -0.00651476
  0.00096887  0.01544701  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803066  0.25053212  0.30377645  0.16460002  0.31684493 -0.24039635
  0.03575127  0.56999461  0.35225518]
L2 term: [ 0.00428267  0.00678949  0.00823242  0.00446071  0.00858658 -0.00651481
  0.00096887  0.01544701  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803057  0.25053189  0.30377641  0.16460193  0.31684522 -0.24039798
  0.03575136  0.56999442  0.35225519]
L2 term: [ 0.00428267  0.00678948  0.00823242  0.00446076  0.00858659 -0.00651485
  0.00096887  0.015447    0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803049  0.25053167  0.30377636  0.16460382  0.3168455  -0.24039961
  0.03575144  0.56999424  0.3522552 ]
L2 term: [ 0.00428267  0.00678948  0.00823242  0.00446081  0.0085866  -0.00651489
  0.00096887  0.015447    0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580304   0.25053145  0.30377632  0.16460571  0.31684579 -0.24040122
  0.03575152  0.56999405  0.35225521]
L2 term: [ 0.00428267  0.00678947  0.00823242  0.00446086  0.00858661 -0.00651494
  0.00096888  0.01544699  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803032  0.25053123  0.30377628  0.16460758  0.31684607 -0.24040282
  0.03575159  0.56999385  0.35225522]
L2 term: [ 0.00428266  0.00678946  0.00823242  0.00446091  0.00858661 -0.00651498
  0.00096888  0.01544699  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803023  0.25053102  0.30377623  0.16460944  0.31684635 -0.24040441
  0.03575167  0.56999366  0.35225523]
L2 term: [ 0.00428266  0.00678946  0.00823242  0.00446096  0.00858662 -0.00651502
  0.00096888  0.01544698  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803015  0.25053081  0.30377619  0.16461129  0.31684662 -0.24040599
  0.03575175  0.56999346  0.35225524]
L2 term: [ 0.00428266  0.00678945  0.00823242  0.00446101  0.00858663 -0.00651507
  0.00096888  0.01544698  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15803007  0.2505306   0.30377615  0.16461313  0.3168469  -0.24040756
  0.03575182  0.56999326  0.35225525]
L2 term: [ 0.00428266  0.00678945  0.00823242  0.00446106  0.00858664 -0.00651511
  0.00096888  0.01544697  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802999  0.25053039  0.3037761   0.16461496  0.31684717 -0.24040912
  0.0357519   0.56999306  0.35225526]
L2 term: [ 0.00428266  0.00678944  0.00823241  0.00446111  0.00858664 -0.00651515
  0.00096889  0.01544697  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802991  0.25053018  0.30377606  0.16461678  0.31684743 -0.24041067
  0.03575197  0.56999286  0.35225527]
L2 term: [ 0.00428265  0.00678944  0.00823241  0.00446116  0.00858665 -0.00651519
  0.00096889  0.01544696  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802983  0.25052998  0.30377602  0.16461859  0.3168477  -0.24041221
  0.03575204  0.56999265  0.35225528]
L2 term: [ 0.00428265  0.00678943  0.00823241  0.00446121  0.00858666 -0.00651524
  0.00096889  0.01544696  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802976  0.25052978  0.30377597  0.16462039  0.31684796 -0.24041374
  0.03575211  0.56999245  0.35225529]
L2 term: [ 0.00428265  0.00678942  0.00823241  0.00446126  0.00858667 -0.00651528
  0.00096889  0.01544695  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802968  0.25052958  0.30377593  0.16462217  0.31684822 -0.24041526
  0.03575218  0.56999223  0.3522553 ]
L2 term: [ 0.00428265  0.00678942  0.00823241  0.00446131  0.00858667 -0.00651532
  0.00096889  0.01544694  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802961  0.25052939  0.30377588  0.16462395  0.31684848 -0.24041677
  0.03575225  0.56999202  0.35225531]
L2 term: [ 0.00428265  0.00678941  0.00823241  0.00446135  0.00858668 -0.00651536
  0.0009689   0.01544694  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802953  0.25052919  0.30377584  0.16462572  0.31684873 -0.24041827
  0.03575232  0.56999181  0.35225532]
L2 term: [ 0.00428264  0.00678941  0.00823241  0.0044614   0.00858669 -0.0065154
  0.0009689   0.01544693  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802946  0.250529    0.3037758   0.16462747  0.31684898 -0.24041976
  0.03575239  0.56999159  0.35225533]
L2 term: [ 0.00428264  0.0067894   0.00823241  0.00446145  0.00858669 -0.00651544
  0.0009689   0.01544693  0.00954621]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802939  0.25052882  0.30377575  0.16462922  0.31684923 -0.24042124
  0.03575246  0.56999137  0.35225534]
L2 term: [ 0.00428264  0.0067894   0.00823241  0.0044615   0.0085867  -0.00651548
  0.0009689   0.01544692  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802932  0.25052863  0.30377571  0.16463095  0.31684948 -0.24042272
  0.03575252  0.56999115  0.35225535]
L2 term: [ 0.00428264  0.00678939  0.0082324   0.00446154  0.00858671 -0.00651552
  0.0009689   0.01544691  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802925  0.25052845  0.30377566  0.16463268  0.31684972 -0.24042418
  0.03575259  0.56999093  0.35225537]
L2 term: [ 0.00428264  0.00678939  0.0082324   0.00446159  0.00858671 -0.00651556
  0.0009689   0.01544691  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802918  0.25052826  0.30377562  0.16463439  0.31684997 -0.24042563
  0.03575265  0.56999071  0.35225538]
L2 term: [ 0.00428263  0.00678938  0.0082324   0.00446164  0.00858672 -0.0065156
  0.00096891  0.0154469   0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802911  0.25052808  0.30377557  0.1646361   0.3168502  -0.24042708
  0.03575271  0.56999048  0.35225539]
L2 term: [ 0.00428263  0.00678938  0.0082324   0.00446168  0.00858673 -0.00651564
  0.00096891  0.0154469   0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802905  0.25052791  0.30377553  0.16463779  0.31685044 -0.24042851
  0.03575278  0.56999026  0.3522554 ]
L2 term: [ 0.00428263  0.00678937  0.0082324   0.00446173  0.00858673 -0.00651568
  0.00096891  0.01544689  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802898  0.25052773  0.30377548  0.16463948  0.31685068 -0.24042994
  0.03575284  0.56999003  0.35225541]
L2 term: [ 0.00428263  0.00678937  0.0082324   0.00446177  0.00858674 -0.00651572
  0.00096891  0.01544688  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802892  0.25052756  0.30377544  0.16464115  0.31685091 -0.24043135
  0.0357529   0.5699898   0.35225542]
L2 term: [ 0.00428263  0.00678936  0.0082324   0.00446182  0.00858675 -0.00651575
  0.00096891  0.01544688  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802885  0.25052739  0.30377539  0.16464282  0.31685114 -0.24043276
  0.03575296  0.56998956  0.35225543]
L2 term: [ 0.00428262  0.00678936  0.0082324   0.00446186  0.00858675 -0.00651579
  0.00096891  0.01544687  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802879  0.25052722  0.30377535  0.16464447  0.31685137 -0.24043416
  0.03575302  0.56998933  0.35225544]
L2 term: [ 0.00428262  0.00678936  0.00823239  0.00446191  0.00858676 -0.00651583
  0.00096892  0.01544687  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802873  0.25052705  0.30377531  0.16464612  0.31685159 -0.24043555
  0.03575307  0.5699891   0.35225545]
L2 term: [ 0.00428262  0.00678935  0.00823239  0.00446195  0.00858676 -0.00651587
  0.00096892  0.01544686  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802867  0.25052689  0.30377526  0.16464776  0.31685181 -0.24043693
  0.03575313  0.56998886  0.35225547]
L2 term: [ 0.00428262  0.00678935  0.00823239  0.004462    0.00858677 -0.00651591
  0.00096892  0.01544685  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802861  0.25052672  0.30377522  0.16464938  0.31685203 -0.2404383
  0.03575319  0.56998862  0.35225548]
L2 term: [ 0.00428262  0.00678934  0.00823239  0.00446204  0.00858678 -0.00651594
  0.00096892  0.01544685  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802855  0.25052656  0.30377517  0.164651    0.31685225 -0.24043966
  0.03575324  0.56998838  0.35225549]
L2 term: [ 0.00428262  0.00678934  0.00823239  0.00446209  0.00858678 -0.00651598
  0.00096892  0.01544684  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802849  0.2505264   0.30377513  0.16465261  0.31685247 -0.24044101
  0.0357533   0.56998814  0.3522555 ]
L2 term: [ 0.00428261  0.00678933  0.00823239  0.00446213  0.00858679 -0.00651602
  0.00096892  0.01544683  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802843  0.25052625  0.30377508  0.16465421  0.31685268 -0.24044236
  0.03575335  0.5699879   0.35225551]
L2 term: [ 0.00428261  0.00678933  0.00823239  0.00446217  0.00858679 -0.00651605
  0.00096893  0.01544683  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802837  0.25052609  0.30377504  0.1646558   0.3168529  -0.2404437
  0.03575341  0.56998765  0.35225552]
L2 term: [ 0.00428261  0.00678932  0.00823239  0.00446222  0.0085868  -0.00651609
  0.00096893  0.01544682  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802832  0.25052594  0.30377499  0.16465738  0.3168531  -0.24044502
  0.03575346  0.56998741  0.35225553]
L2 term: [ 0.00428261  0.00678932  0.00823238  0.00446226  0.00858681 -0.00651613
  0.00096893  0.01544681  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802826  0.25052579  0.30377495  0.16465895  0.31685331 -0.24044634
  0.03575351  0.56998716  0.35225555]
L2 term: [ 0.00428261  0.00678932  0.00823238  0.0044623   0.00858681 -0.00651616
  0.00096893  0.01544681  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802821  0.25052564  0.3037749   0.16466051  0.31685352 -0.24044766
  0.03575356  0.56998692  0.35225556]
L2 term: [ 0.00428261  0.00678931  0.00823238  0.00446234  0.00858682 -0.0065162
  0.00096893  0.0154468   0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802815  0.25052549  0.30377486  0.16466206  0.31685372 -0.24044896
  0.03575361  0.56998667  0.35225557]
L2 term: [ 0.00428261  0.00678931  0.00823238  0.00446239  0.00858682 -0.00651623
  0.00096893  0.01544679  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580281   0.25052534  0.30377481  0.1646636   0.31685392 -0.24045025
  0.03575366  0.56998642  0.35225558]
L2 term: [ 0.0042826   0.0067893   0.00823238  0.00446243  0.00858683 -0.00651627
  0.00096893  0.01544679  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802805  0.2505252   0.30377477  0.16466514  0.31685412 -0.24045154
  0.03575371  0.56998617  0.35225559]
L2 term: [ 0.0042826   0.0067893   0.00823238  0.00446247  0.00858683 -0.0065163
  0.00096894  0.01544678  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.158028    0.25052506  0.30377472  0.16466666  0.31685432 -0.24045282
  0.03575376  0.56998592  0.3522556 ]
L2 term: [ 0.0042826   0.0067893   0.00823238  0.00446251  0.00858684 -0.00651634
  0.00096894  0.01544677  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802795  0.25052492  0.30377468  0.16466818  0.31685452 -0.24045409
  0.03575381  0.56998566  0.35225562]
L2 term: [ 0.0042826   0.00678929  0.00823238  0.00446255  0.00858684 -0.00651637
  0.00096894  0.01544677  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580279   0.25052478  0.30377463  0.16466969  0.31685471 -0.24045535
  0.03575385  0.56998541  0.35225563]
L2 term: [ 0.0042826   0.00678929  0.00823237  0.00446259  0.00858685 -0.00651641
  0.00096894  0.01544676  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802785  0.25052464  0.30377459  0.16467119  0.3168549  -0.24045661
  0.0357539   0.56998515  0.35225564]
L2 term: [ 0.0042826   0.00678929  0.00823237  0.00446263  0.00858685 -0.00651644
  0.00096894  0.01544675  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580278   0.25052451  0.30377454  0.16467268  0.31685509 -0.24045785
  0.03575394  0.5699849   0.35225565]
L2 term: [ 0.0042826   0.00678928  0.00823237  0.00446267  0.00858686 -0.00651647
  0.00096894  0.01544675  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802775  0.25052437  0.3037745   0.16467416  0.31685528 -0.24045909
  0.03575399  0.56998464  0.35225566]
L2 term: [ 0.00428259  0.00678928  0.00823237  0.00446271  0.00858686 -0.00651651
  0.00096894  0.01544674  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802771  0.25052424  0.30377445  0.16467563  0.31685547 -0.24046032
  0.03575403  0.56998438  0.35225568]
L2 term: [ 0.00428259  0.00678927  0.00823237  0.00446275  0.00858687 -0.00651654
  0.00096894  0.01544673  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802766  0.25052411  0.30377441  0.1646771   0.31685565 -0.24046155
  0.03575408  0.56998413  0.35225569]
L2 term: [ 0.00428259  0.00678927  0.00823237  0.00446279  0.00858687 -0.00651657
  0.00096895  0.01544672  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802761  0.25052398  0.30377437  0.16467855  0.31685583 -0.24046276
  0.03575412  0.56998387  0.3522557 ]
L2 term: [ 0.00428259  0.00678927  0.00823237  0.00446283  0.00858688 -0.00651661
  0.00096895  0.01544672  0.00954622]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802757  0.25052385  0.30377432  0.16468     0.31685601 -0.24046397
  0.03575416  0.56998361  0.35225571]
L2 term: [ 0.00428259  0.00678926  0.00823237  0.00446287  0.00858688 -0.00651664
  0.00096895  0.01544671  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802752  0.25052373  0.30377428  0.16468144  0.31685619 -0.24046517
  0.0357542   0.56998335  0.35225572]
L2 term: [ 0.00428259  0.00678926  0.00823237  0.00446291  0.00858689 -0.00651667
  0.00096895  0.0154467   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802748  0.2505236   0.30377423  0.16468287  0.31685637 -0.24046636
  0.03575424  0.56998308  0.35225574]
L2 term: [ 0.00428259  0.00678926  0.00823236  0.00446295  0.00858689 -0.0065167
  0.00096895  0.0154467   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802744  0.25052348  0.30377419  0.16468429  0.31685654 -0.24046755
  0.03575428  0.56998282  0.35225575]
L2 term: [ 0.00428259  0.00678925  0.00823236  0.00446299  0.0085869  -0.00651674
  0.00096895  0.01544669  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580274   0.25052336  0.30377414  0.16468571  0.31685672 -0.24046872
  0.03575432  0.56998256  0.35225576]
L2 term: [ 0.00428259  0.00678925  0.00823236  0.00446303  0.0085869  -0.00651677
  0.00096895  0.01544668  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802736  0.25052324  0.3037741   0.16468711  0.31685689 -0.24046989
  0.03575436  0.56998229  0.35225577]
L2 term: [ 0.00428258  0.00678925  0.00823236  0.00446307  0.00858691 -0.0065168
  0.00096895  0.01544667  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802731  0.25052312  0.30377405  0.16468851  0.31685706 -0.24047106
  0.0357544   0.56998203  0.35225578]
L2 term: [ 0.00428258  0.00678924  0.00823236  0.0044631   0.00858691 -0.00651683
  0.00096895  0.01544667  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802727  0.25052301  0.30377401  0.1646899   0.31685723 -0.24047221
  0.03575444  0.56998176  0.3522558 ]
L2 term: [ 0.00428258  0.00678924  0.00823236  0.00446314  0.00858692 -0.00651686
  0.00096896  0.01544666  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802723  0.25052289  0.30377396  0.16469128  0.31685739 -0.24047336
  0.03575448  0.5699815   0.35225581]
L2 term: [ 0.00428258  0.00678924  0.00823236  0.00446318  0.00858692 -0.00651689
  0.00096896  0.01544665  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580272   0.25052278  0.30377392  0.16469265  0.31685756 -0.2404745
  0.03575452  0.56998123  0.35225582]
L2 term: [ 0.00428258  0.00678924  0.00823236  0.00446322  0.00858693 -0.00651692
  0.00096896  0.01544665  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802716  0.25052266  0.30377388  0.16469402  0.31685772 -0.24047563
  0.03575455  0.56998097  0.35225583]
L2 term: [ 0.00428258  0.00678923  0.00823235  0.00446325  0.00858693 -0.00651695
  0.00096896  0.01544664  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802712  0.25052255  0.30377383  0.16469538  0.31685788 -0.24047676
  0.03575459  0.5699807   0.35225584]
L2 term: [ 0.00428258  0.00678923  0.00823235  0.00446329  0.00858693 -0.00651699
  0.00096896  0.01544663  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802708  0.25052244  0.30377379  0.16469673  0.31685804 -0.24047788
  0.03575462  0.56998043  0.35225586]
L2 term: [ 0.00428258  0.00678923  0.00823235  0.00446333  0.00858694 -0.00651702
  0.00096896  0.01544662  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802705  0.25052234  0.30377374  0.16469807  0.3168582  -0.24047899
  0.03575466  0.56998016  0.35225587]
L2 term: [ 0.00428258  0.00678922  0.00823235  0.00446336  0.00858694 -0.00651705
  0.00096896  0.01544662  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802701  0.25052223  0.3037737   0.1646994   0.31685836 -0.2404801
  0.03575469  0.56997989  0.35225588]
L2 term: [ 0.00428257  0.00678922  0.00823235  0.0044634   0.00858695 -0.00651708
  0.00096896  0.01544661  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802697  0.25052213  0.30377366  0.16470073  0.31685851 -0.2404812
  0.03575473  0.56997962  0.35225589]
L2 term: [ 0.00428257  0.00678922  0.00823235  0.00446343  0.00858695 -0.00651711
  0.00096896  0.0154466   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802694  0.25052202  0.30377361  0.16470205  0.31685867 -0.24048229
  0.03575476  0.56997935  0.3522559 ]
L2 term: [ 0.00428257  0.00678921  0.00823235  0.00446347  0.00858696 -0.00651714
  0.00096896  0.01544659  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802691  0.25052192  0.30377357  0.16470336  0.31685882 -0.24048337
  0.03575479  0.56997908  0.35225592]
L2 term: [ 0.00428257  0.00678921  0.00823235  0.00446351  0.00858696 -0.00651716
  0.00096896  0.01544659  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802687  0.25052182  0.30377352  0.16470467  0.31685897 -0.24048445
  0.03575482  0.56997881  0.35225593]
L2 term: [ 0.00428257  0.00678921  0.00823234  0.00446354  0.00858696 -0.00651719
  0.00096897  0.01544658  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802684  0.25052172  0.30377348  0.16470596  0.31685912 -0.24048552
  0.03575485  0.56997854  0.35225594]
L2 term: [ 0.00428257  0.00678921  0.00823234  0.00446358  0.00858697 -0.00651722
  0.00096897  0.01544657  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802681  0.25052162  0.30377344  0.16470725  0.31685927 -0.24048659
  0.03575489  0.56997827  0.35225595]
L2 term: [ 0.00428257  0.0067892   0.00823234  0.00446361  0.00858697 -0.00651725
  0.00096897  0.01544657  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802677  0.25052152  0.30377339  0.16470853  0.31685941 -0.24048764
  0.03575492  0.569978    0.35225597]
L2 term: [ 0.00428257  0.0067892   0.00823234  0.00446365  0.00858698 -0.00651728
  0.00096897  0.01544656  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802674  0.25052143  0.30377335  0.16470981  0.31685956 -0.2404887
  0.03575495  0.56997773  0.35225598]
L2 term: [ 0.00428257  0.0067892   0.00823234  0.00446368  0.00858698 -0.00651731
  0.00096897  0.01544655  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802671  0.25052133  0.30377331  0.16471107  0.3168597  -0.24048974
  0.03575498  0.56997746  0.35225599]
L2 term: [ 0.00428257  0.0067892   0.00823234  0.00446371  0.00858698 -0.00651734
  0.00096897  0.01544654  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802668  0.25052124  0.30377326  0.16471233  0.31685984 -0.24049078
  0.03575501  0.56997718  0.352256  ]
L2 term: [ 0.00428257  0.00678919  0.00823234  0.00446375  0.00858699 -0.00651737
  0.00096897  0.01544654  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802665  0.25052114  0.30377322  0.16471358  0.31685998 -0.24049181
  0.03575503  0.56997691  0.35225601]
L2 term: [ 0.00428257  0.00678919  0.00823234  0.00446378  0.00858699 -0.00651739
  0.00096897  0.01544653  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802662  0.25052105  0.30377318  0.16471483  0.31686012 -0.24049284
  0.03575506  0.56997664  0.35225603]
L2 term: [ 0.00428256  0.00678919  0.00823234  0.00446382  0.008587   -0.00651742
  0.00096897  0.01544652  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802659  0.25052096  0.30377313  0.16471607  0.31686026 -0.24049386
  0.03575509  0.56997637  0.35225604]
L2 term: [ 0.00428256  0.00678919  0.00823233  0.00446385  0.008587   -0.00651745
  0.00096897  0.01544651  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802656  0.25052087  0.30377309  0.1647173   0.3168604  -0.24049487
  0.03575512  0.56997609  0.35225605]
L2 term: [ 0.00428256  0.00678918  0.00823233  0.00446388  0.008587   -0.00651748
  0.00096897  0.01544651  0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802654  0.25052079  0.30377305  0.16471852  0.31686053 -0.24049588
  0.03575515  0.56997582  0.35225606]
L2 term: [ 0.00428256  0.00678918  0.00823233  0.00446392  0.00858701 -0.0065175
  0.00096897  0.0154465   0.00954623]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802651  0.2505207   0.303773    0.16471974  0.31686067 -0.24049688
  0.03575517  0.56997555  0.35225607]
L2 term: [ 0.00428256  0.00678918  0.00823233  0.00446395  0.00858701 -0.00651753
  0.00096897  0.01544649  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802648  0.25052061  0.30377296  0.16472095  0.3168608  -0.24049787
  0.0357552   0.56997527  0.35225609]
L2 term: [ 0.00428256  0.00678918  0.00823233  0.00446398  0.00858701 -0.00651756
  0.00096898  0.01544648  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802646  0.25052053  0.30377292  0.16472215  0.31686093 -0.24049886
  0.03575522  0.569975    0.3522561 ]
L2 term: [ 0.00428256  0.00678917  0.00823233  0.00446401  0.00858702 -0.00651758
  0.00096898  0.01544648  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802643  0.25052045  0.30377288  0.16472334  0.31686106 -0.24049984
  0.03575525  0.56997473  0.35225611]
L2 term: [ 0.00428256  0.00678917  0.00823233  0.00446405  0.00858702 -0.00651761
  0.00096898  0.01544647  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580264   0.25052036  0.30377283  0.16472453  0.31686119 -0.24050081
  0.03575527  0.56997445  0.35225612]
L2 term: [ 0.00428256  0.00678917  0.00823233  0.00446408  0.00858702 -0.00651764
  0.00096898  0.01544646  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802638  0.25052028  0.30377279  0.16472571  0.31686131 -0.24050178
  0.0357553   0.56997418  0.35225614]
L2 term: [ 0.00428256  0.00678917  0.00823232  0.00446411  0.00858703 -0.00651766
  0.00096898  0.01544645  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802635  0.2505202   0.30377275  0.16472689  0.31686144 -0.24050275
  0.03575532  0.5699739   0.35225615]
L2 term: [ 0.00428256  0.00678917  0.00823232  0.00446414  0.00858703 -0.00651769
  0.00096898  0.01544645  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802633  0.25052012  0.30377271  0.16472806  0.31686156 -0.24050371
  0.03575535  0.56997363  0.35225616]
L2 term: [ 0.00428256  0.00678916  0.00823232  0.00446417  0.00858703 -0.00651772
  0.00096898  0.01544644  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802631  0.25052005  0.30377266  0.16472922  0.31686169 -0.24050466
  0.03575537  0.56997336  0.35225617]
L2 term: [ 0.00428256  0.00678916  0.00823232  0.00446421  0.00858704 -0.00651774
  0.00096898  0.01544643  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802628  0.25051997  0.30377262  0.16473037  0.31686181 -0.2405056
  0.03575539  0.56997308  0.35225618]
L2 term: [ 0.00428256  0.00678916  0.00823232  0.00446424  0.00858704 -0.00651777
  0.00096898  0.01544643  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802626  0.25051989  0.30377258  0.16473152  0.31686193 -0.24050654
  0.03575541  0.56997281  0.3522562 ]
L2 term: [ 0.00428255  0.00678916  0.00823232  0.00446427  0.00858704 -0.00651779
  0.00096898  0.01544642  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802624  0.25051982  0.30377254  0.16473266  0.31686205 -0.24050748
  0.03575544  0.56997254  0.35225621]
L2 term: [ 0.00428255  0.00678915  0.00823232  0.0044643   0.00858705 -0.00651782
  0.00096898  0.01544641  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802621  0.25051974  0.3037725   0.1647338   0.31686217 -0.24050841
  0.03575546  0.56997226  0.35225622]
L2 term: [ 0.00428255  0.00678915  0.00823232  0.00446433  0.00858705 -0.00651784
  0.00096898  0.0154464   0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802619  0.25051967  0.30377245  0.16473492  0.31686229 -0.24050933
  0.03575548  0.56997199  0.35225623]
L2 term: [ 0.00428255  0.00678915  0.00823232  0.00446436  0.00858705 -0.00651787
  0.00096898  0.0154464   0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802617  0.2505196   0.30377241  0.16473605  0.3168624  -0.24051025
  0.0357555   0.56997171  0.35225625]
L2 term: [ 0.00428255  0.00678915  0.00823231  0.00446439  0.00858706 -0.00651789
  0.00096898  0.01544639  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802615  0.25051953  0.30377237  0.16473716  0.31686252 -0.24051116
  0.03575552  0.56997144  0.35225626]
L2 term: [ 0.00428255  0.00678915  0.00823231  0.00446442  0.00858706 -0.00651792
  0.00096898  0.01544638  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802613  0.25051946  0.30377233  0.16473827  0.31686263 -0.24051206
  0.03575554  0.56997117  0.35225627]
L2 term: [ 0.00428255  0.00678915  0.00823231  0.00446445  0.00858706 -0.00651794
  0.00096898  0.01544637  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802611  0.25051939  0.30377229  0.16473937  0.31686275 -0.24051296
  0.03575556  0.56997089  0.35225628]
L2 term: [ 0.00428255  0.00678914  0.00823231  0.00446448  0.00858707 -0.00651797
  0.00096899  0.01544637  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802609  0.25051932  0.30377225  0.16474047  0.31686286 -0.24051386
  0.03575558  0.56997062  0.35225629]
L2 term: [ 0.00428255  0.00678914  0.00823231  0.00446451  0.00858707 -0.00651799
  0.00096899  0.01544636  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802607  0.25051925  0.30377221  0.16474156  0.31686297 -0.24051475
  0.0357556   0.56997035  0.35225631]
L2 term: [ 0.00428255  0.00678914  0.00823231  0.00446454  0.00858707 -0.00651801
  0.00096899  0.01544635  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802605  0.25051919  0.30377216  0.16474264  0.31686308 -0.24051563
  0.03575562  0.56997008  0.35225632]
L2 term: [ 0.00428255  0.00678914  0.00823231  0.00446457  0.00858708 -0.00651804
  0.00096899  0.01544634  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802603  0.25051912  0.30377212  0.16474372  0.31686319 -0.24051651
  0.03575564  0.5699698   0.35225633]
L2 term: [ 0.00428255  0.00678914  0.00823231  0.0044646   0.00858708 -0.00651806
  0.00096899  0.01544634  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802601  0.25051906  0.30377208  0.16474479  0.31686329 -0.24051738
  0.03575565  0.56996953  0.35225634]
L2 term: [ 0.00428255  0.00678913  0.00823231  0.00446463  0.00858708 -0.00651809
  0.00096899  0.01544633  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.158026    0.25051899  0.30377204  0.16474586  0.3168634  -0.24051825
  0.03575567  0.56996926  0.35225635]
L2 term: [ 0.00428255  0.00678913  0.0082323   0.00446466  0.00858708 -0.00651811
  0.00096899  0.01544632  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802598  0.25051893  0.303772    0.16474692  0.31686351 -0.24051911
  0.03575569  0.56996899  0.35225637]
L2 term: [ 0.00428255  0.00678913  0.0082323   0.00446469  0.00858709 -0.00651813
  0.00096899  0.01544631  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802596  0.25051887  0.30377196  0.16474797  0.31686361 -0.24051997
  0.03575571  0.56996871  0.35225638]
L2 term: [ 0.00428255  0.00678913  0.0082323   0.00446471  0.00858709 -0.00651816
  0.00096899  0.01544631  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802594  0.25051881  0.30377192  0.16474902  0.31686371 -0.24052082
  0.03575572  0.56996844  0.35225639]
L2 term: [ 0.00428255  0.00678913  0.0082323   0.00446474  0.00858709 -0.00651818
  0.00096899  0.0154463   0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802593  0.25051875  0.30377188  0.16475006  0.31686382 -0.24052166
  0.03575574  0.56996817  0.3522564 ]
L2 term: [ 0.00428255  0.00678913  0.0082323   0.00446477  0.0085871  -0.0065182
  0.00096899  0.01544629  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802591  0.25051869  0.30377184  0.16475109  0.31686392 -0.24052251
  0.03575576  0.5699679   0.35225641]
L2 term: [ 0.00428255  0.00678912  0.0082323   0.0044648   0.0085871  -0.00651823
  0.00096899  0.01544628  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580259   0.25051863  0.3037718   0.16475212  0.31686402 -0.24052334
  0.03575577  0.56996763  0.35225643]
L2 term: [ 0.00428254  0.00678912  0.0082323   0.00446483  0.0085871  -0.00651825
  0.00096899  0.01544628  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802588  0.25051857  0.30377176  0.16475315  0.31686412 -0.24052417
  0.03575579  0.56996736  0.35225644]
L2 term: [ 0.00428254  0.00678912  0.0082323   0.00446485  0.0085871  -0.00651827
  0.00096899  0.01544627  0.00954624]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802587  0.25051852  0.30377172  0.16475416  0.31686422 -0.240525
  0.0357558   0.56996709  0.35225645]
L2 term: [ 0.00428254  0.00678912  0.0082323   0.00446488  0.00858711 -0.00651829
  0.00096899  0.01544626  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802585  0.25051846  0.30377168  0.16475518  0.31686431 -0.24052582
  0.03575582  0.56996682  0.35225646]
L2 term: [ 0.00428254  0.00678912  0.00823229  0.00446491  0.00858711 -0.00651831
  0.00096899  0.01544626  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802584  0.2505184   0.30377164  0.16475618  0.31686441 -0.24052664
  0.03575583  0.56996655  0.35225647]
L2 term: [ 0.00428254  0.00678912  0.00823229  0.00446494  0.00858711 -0.00651834
  0.00096899  0.01544625  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802582  0.25051835  0.3037716   0.16475718  0.31686451 -0.24052745
  0.03575585  0.56996628  0.35225649]
L2 term: [ 0.00428254  0.00678912  0.00823229  0.00446496  0.00858711 -0.00651836
  0.00096899  0.01544624  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802581  0.2505183   0.30377156  0.16475818  0.3168646  -0.24052825
  0.03575586  0.56996601  0.3522565 ]
L2 term: [ 0.00428254  0.00678911  0.00823229  0.00446499  0.00858712 -0.00651838
  0.00096899  0.01544623  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802579  0.25051824  0.30377152  0.16475916  0.31686469 -0.24052905
  0.03575587  0.56996574  0.35225651]
L2 term: [ 0.00428254  0.00678911  0.00823229  0.00446502  0.00858712 -0.0065184
  0.00096899  0.01544623  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802578  0.25051819  0.30377148  0.16476015  0.31686479 -0.24052985
  0.03575589  0.56996548  0.35225652]
L2 term: [ 0.00428254  0.00678911  0.00823229  0.00446504  0.00858712 -0.00651842
  0.00096899  0.01544622  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802577  0.25051814  0.30377144  0.16476112  0.31686488 -0.24053064
  0.0357559   0.56996521  0.35225653]
L2 term: [ 0.00428254  0.00678911  0.00823229  0.00446507  0.00858712 -0.00651845
  0.00096899  0.01544621  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802575  0.25051809  0.3037714   0.1647621   0.31686497 -0.24053143
  0.03575591  0.56996494  0.35225655]
L2 term: [ 0.00428254  0.00678911  0.00823229  0.0044651   0.00858713 -0.00651847
  0.00096899  0.0154462   0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802574  0.25051804  0.30377136  0.16476306  0.31686506 -0.24053221
  0.03575593  0.56996467  0.35225656]
L2 term: [ 0.00428254  0.00678911  0.00823229  0.00446512  0.00858713 -0.00651849
  0.000969    0.0154462   0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802573  0.25051799  0.30377133  0.16476402  0.31686515 -0.24053298
  0.03575594  0.56996441  0.35225657]
L2 term: [ 0.00428254  0.00678911  0.00823229  0.00446515  0.00858713 -0.00651851
  0.000969    0.01544619  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802572  0.25051794  0.30377129  0.16476498  0.31686524 -0.24053376
  0.03575595  0.56996414  0.35225658]
L2 term: [ 0.00428254  0.0067891   0.00823228  0.00446518  0.00858713 -0.00651853
  0.000969    0.01544618  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802571  0.25051789  0.30377125  0.16476593  0.31686532 -0.24053452
  0.03575596  0.56996387  0.35225659]
L2 term: [ 0.00428254  0.0067891   0.00823228  0.0044652   0.00858714 -0.00651855
  0.000969    0.01544618  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580257   0.25051784  0.30377121  0.16476687  0.31686541 -0.24053529
  0.03575598  0.56996361  0.3522566 ]
L2 term: [ 0.00428254  0.0067891   0.00823228  0.00446523  0.00858714 -0.00651857
  0.000969    0.01544617  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802568  0.2505178   0.30377117  0.16476781  0.3168655  -0.24053604
  0.03575599  0.56996334  0.35225662]
L2 term: [ 0.00428254  0.0067891   0.00823228  0.00446525  0.00858714 -0.00651859
  0.000969    0.01544616  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802567  0.25051775  0.30377113  0.16476874  0.31686558 -0.2405368
  0.035756    0.56996308  0.35225663]
L2 term: [ 0.00428254  0.0067891   0.00823228  0.00446528  0.00858714 -0.00651861
  0.000969    0.01544615  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802566  0.25051771  0.3037711   0.16476967  0.31686567 -0.24053755
  0.03575601  0.56996282  0.35225664]
L2 term: [ 0.00428254  0.0067891   0.00823228  0.0044653   0.00858715 -0.00651863
  0.000969    0.01544615  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802565  0.25051766  0.30377106  0.1647706   0.31686575 -0.24053829
  0.03575602  0.56996255  0.35225665]
L2 term: [ 0.00428254  0.0067891   0.00823228  0.00446533  0.00858715 -0.00651865
  0.000969    0.01544614  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802564  0.25051762  0.30377102  0.16477151  0.31686583 -0.24053903
  0.03575603  0.56996229  0.35225666]
L2 term: [ 0.00428254  0.0067891   0.00823228  0.00446535  0.00858715 -0.00651867
  0.000969    0.01544613  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802563  0.25051757  0.30377098  0.16477243  0.31686591 -0.24053977
  0.03575604  0.56996203  0.35225667]
L2 term: [ 0.00428254  0.00678909  0.00823228  0.00446538  0.00858715 -0.00651869
  0.000969    0.01544613  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802562  0.25051753  0.30377094  0.16477333  0.31686599 -0.2405405
  0.03575605  0.56996176  0.35225669]
L2 term: [ 0.00428254  0.00678909  0.00823227  0.0044654   0.00858715 -0.00651871
  0.000969    0.01544612  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802561  0.25051749  0.30377091  0.16477424  0.31686607 -0.24054122
  0.03575606  0.5699615   0.3522567 ]
L2 term: [ 0.00428254  0.00678909  0.00823227  0.00446543  0.00858716 -0.00651873
  0.000969    0.01544611  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580256   0.25051745  0.30377087  0.16477513  0.31686615 -0.24054195
  0.03575607  0.56996124  0.35225671]
L2 term: [ 0.00428254  0.00678909  0.00823227  0.00446545  0.00858716 -0.00651875
  0.000969    0.0154461   0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580256   0.25051741  0.30377083  0.16477602  0.31686623 -0.24054266
  0.03575608  0.56996098  0.35225672]
L2 term: [ 0.00428254  0.00678909  0.00823227  0.00446547  0.00858716 -0.00651877
  0.000969    0.0154461   0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802559  0.25051736  0.30377079  0.16477691  0.31686631 -0.24054338
  0.03575609  0.56996072  0.35225673]
L2 term: [ 0.00428254  0.00678909  0.00823227  0.0044655   0.00858716 -0.00651879
  0.000969    0.01544609  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802558  0.25051732  0.30377076  0.16477779  0.31686639 -0.24054408
  0.0357561   0.56996046  0.35225674]
L2 term: [ 0.00428254  0.00678909  0.00823227  0.00446552  0.00858716 -0.00651881
  0.000969    0.01544608  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802557  0.25051729  0.30377072  0.16477867  0.31686646 -0.24054479
  0.03575611  0.5699602   0.35225676]
L2 term: [ 0.00428254  0.00678909  0.00823227  0.00446555  0.00858717 -0.00651883
  0.000969    0.01544608  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802556  0.25051725  0.30377068  0.16477954  0.31686654 -0.24054549
  0.03575612  0.56995994  0.35225677]
L2 term: [ 0.00428254  0.00678909  0.00823227  0.00446557  0.00858717 -0.00651885
  0.000969    0.01544607  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802555  0.25051721  0.30377065  0.16478041  0.31686661 -0.24054619
  0.03575612  0.56995968  0.35225678]
L2 term: [ 0.00428254  0.00678908  0.00823227  0.00446559  0.00858717 -0.00651887
  0.000969    0.01544606  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802555  0.25051717  0.30377061  0.16478127  0.31686669 -0.24054688
  0.03575613  0.56995943  0.35225679]
L2 term: [ 0.00428254  0.00678908  0.00823227  0.00446562  0.00858717 -0.00651889
  0.000969    0.01544605  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802554  0.25051713  0.30377057  0.16478213  0.31686676 -0.24054757
  0.03575614  0.56995917  0.3522568 ]
L2 term: [ 0.00428253  0.00678908  0.00823226  0.00446564  0.00858718 -0.0065189
  0.000969    0.01544605  0.00954625]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802553  0.2505171   0.30377054  0.16478298  0.31686683 -0.24054825
  0.03575615  0.56995891  0.35225681]
L2 term: [ 0.00428253  0.00678908  0.00823226  0.00446566  0.00858718 -0.00651892
  0.000969    0.01544604  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802553  0.25051706  0.3037705   0.16478383  0.3168669  -0.24054893
  0.03575616  0.56995866  0.35225682]
L2 term: [ 0.00428253  0.00678908  0.00823226  0.00446569  0.00858718 -0.00651894
  0.000969    0.01544603  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802552  0.25051703  0.30377047  0.16478467  0.31686698 -0.2405496
  0.03575616  0.5699584   0.35225684]
L2 term: [ 0.00428253  0.00678908  0.00823226  0.00446571  0.00858718 -0.00651896
  0.000969    0.01544603  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802551  0.25051699  0.30377043  0.16478551  0.31686705 -0.24055028
  0.03575617  0.56995815  0.35225685]
L2 term: [ 0.00428253  0.00678908  0.00823226  0.00446573  0.00858718 -0.00651898
  0.000969    0.01544602  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802551  0.25051696  0.30377039  0.16478634  0.31686712 -0.24055094
  0.03575618  0.56995789  0.35225686]
L2 term: [ 0.00428253  0.00678908  0.00823226  0.00446575  0.00858718 -0.006519
  0.000969    0.01544601  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580255   0.25051692  0.30377036  0.16478717  0.31686718 -0.24055161
  0.03575618  0.56995764  0.35225687]
L2 term: [ 0.00428253  0.00678908  0.00823226  0.00446578  0.00858719 -0.00651901
  0.000969    0.01544601  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.1580255   0.25051689  0.30377032  0.16478799  0.31686725 -0.24055227
  0.03575619  0.56995739  0.35225688]
L2 term: [ 0.00428253  0.00678908  0.00823226  0.0044658   0.00858719 -0.00651903
  0.000969    0.015446    0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802549  0.25051686  0.30377029  0.16478881  0.31686732 -0.24055292
  0.0357562   0.56995713  0.35225689]
L2 term: [ 0.00428253  0.00678907  0.00823226  0.00446582  0.00858719 -0.00651905
  0.000969    0.01544599  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802548  0.25051683  0.30377025  0.16478962  0.31686739 -0.24055357
  0.0357562   0.56995688  0.3522569 ]
L2 term: [ 0.00428253  0.00678907  0.00823226  0.00446584  0.00858719 -0.00651907
  0.000969    0.01544599  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802548  0.25051679  0.30377022  0.16479043  0.31686745 -0.24055422
  0.03575621  0.56995663  0.35225691]
L2 term: [ 0.00428253  0.00678907  0.00823226  0.00446587  0.00858719 -0.00651908
  0.000969    0.01544598  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802547  0.25051676  0.30377018  0.16479124  0.31686752 -0.24055486
  0.03575622  0.56995638  0.35225693]
L2 term: [ 0.00428253  0.00678907  0.00823225  0.00446589  0.0085872  -0.0065191
  0.000969    0.01544597  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802547  0.25051673  0.30377015  0.16479204  0.31686759 -0.2405555
  0.03575622  0.56995613  0.35225694]
L2 term: [ 0.00428253  0.00678907  0.00823225  0.00446591  0.0085872  -0.00651912
  0.000969    0.01544597  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802546  0.2505167   0.30377011  0.16479283  0.31686765 -0.24055614
  0.03575623  0.56995588  0.35225695]
L2 term: [ 0.00428253  0.00678907  0.00823225  0.00446593  0.0085872  -0.00651914
  0.000969    0.01544596  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802546  0.25051667  0.30377008  0.16479362  0.31686771 -0.24055677
  0.03575623  0.56995563  0.35225696]
L2 term: [ 0.00428253  0.00678907  0.00823225  0.00446595  0.0085872  -0.00651915
  0.000969    0.01544595  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802546  0.25051664  0.30377004  0.16479441  0.31686778 -0.2405574
  0.03575624  0.56995538  0.35225697]
L2 term: [ 0.00428253  0.00678907  0.00823225  0.00446597  0.0085872  -0.00651917
  0.000969    0.01544595  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802545  0.25051661  0.30377001  0.16479519  0.31686784 -0.24055802
  0.03575624  0.56995513  0.35225698]
L2 term: [ 0.00428253  0.00678907  0.00823225  0.00446599  0.0085872  -0.00651919
  0.000969    0.01544594  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802545  0.25051659  0.30376997  0.16479597  0.3168679  -0.24055864
  0.03575625  0.56995489  0.35225699]
L2 term: [ 0.00428253  0.00678907  0.00823225  0.00446602  0.00858721 -0.0065192
  0.000969    0.01544593  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802544  0.25051656  0.30376994  0.16479674  0.31686796 -0.24055926
  0.03575625  0.56995464  0.352257  ]
L2 term: [ 0.00428253  0.00678907  0.00823225  0.00446604  0.00858721 -0.00651922
  0.000969    0.01544593  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802544  0.25051653  0.3037699   0.16479751  0.31686803 -0.24055988
  0.03575626  0.56995439  0.35225701]
L2 term: [ 0.00428253  0.00678907  0.00823225  0.00446606  0.00858721 -0.00651924
  0.000969    0.01544592  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802544  0.2505165   0.30376987  0.16479828  0.31686809 -0.24056048
  0.03575626  0.56995415  0.35225702]
L2 term: [ 0.00428253  0.00678907  0.00823225  0.00446608  0.00858721 -0.00651925
  0.000969    0.01544591  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802543  0.25051648  0.30376984  0.16479904  0.31686815 -0.24056109
  0.03575627  0.56995391  0.35225704]
L2 term: [ 0.00428253  0.00678906  0.00823224  0.0044661   0.00858721 -0.00651927
  0.000969    0.01544591  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802543  0.25051645  0.3037698   0.16479979  0.3168682  -0.24056169
  0.03575627  0.56995366  0.35225705]
L2 term: [ 0.00428253  0.00678906  0.00823224  0.00446612  0.00858721 -0.00651929
  0.000969    0.0154459   0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802543  0.25051643  0.30376977  0.16480055  0.31686826 -0.24056229
  0.03575627  0.56995342  0.35225706]
L2 term: [ 0.00428253  0.00678906  0.00823224  0.00446614  0.00858722 -0.0065193
  0.000969    0.01544589  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802542  0.2505164   0.30376974  0.16480129  0.31686832 -0.24056289
  0.03575628  0.56995318  0.35225707]
L2 term: [ 0.00428253  0.00678906  0.00823224  0.00446616  0.00858722 -0.00651932
  0.000969    0.01544589  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802542  0.25051638  0.3037697   0.16480204  0.31686838 -0.24056348
  0.03575628  0.56995293  0.35225708]
L2 term: [ 0.00428253  0.00678906  0.00823224  0.00446618  0.00858722 -0.00651934
  0.000969    0.01544588  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802542  0.25051635  0.30376967  0.16480278  0.31686844 -0.24056407
  0.03575628  0.56995269  0.35225709]
L2 term: [ 0.00428253  0.00678906  0.00823224  0.0044662   0.00858722 -0.00651935
  0.00096901  0.01544587  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802542  0.25051633  0.30376964  0.16480351  0.31686849 -0.24056465
  0.03575629  0.56995245  0.3522571 ]
L2 term: [ 0.00428253  0.00678906  0.00823224  0.00446622  0.00858722 -0.00651937
  0.00096901  0.01544587  0.00954626]
lambda_param: 10
m: 369
theta[1:]: [ 0.15802541  0.2505163   0.3037696   0.16480424  0.31686855 -0.24056523
  0.03575629  0.56995221  0.35225711]
L2 term: [ 0.00428253  0.00678906  0.00823224  0.00446624  0.00858722 -0.00651938
  0.00096901  0.01544586  0.00954626]
Final theta: [-0.84937791  0.15802541  0.25051628  0.30376957  0.16480497  0.3168686
 -0.24056581  0.03575629  0.56995197  0.35225712]
lambda_param: 100
m: 369
theta[1:]: [-0.00138264  0.00647689  0.0152303  -0.00234153 -0.00234137  0.01579213
  0.00767435 -0.00469474  0.0054256 ]
L2 term: [-0.0003747   0.00175525  0.00412745 -0.00063456 -0.00063452  0.00427971
  0.00207977 -0.00127229  0.00147035]
lambda_param: 100
m: 369
theta[1:]: [0.00813522 0.01883378 0.02622264 0.009302   0.00230576 0.01861741
 0.01017068 0.01316302 0.01700983]
L2 term: [0.00220467 0.00510401 0.00710641 0.00252087 0.00062487 0.00504537
 0.00275628 0.00356721 0.00460971]
lambda_param: 100
m: 369
theta[1:]: [0.0167482  0.03012612 0.03622171 0.0196682  0.00676784 0.02074785
 0.01237303 0.02951831 0.02770116]
L2 term: [0.00453881 0.00816426 0.00981618 0.00533014 0.0018341  0.00562272
 0.00335313 0.00799954 0.00750709]
lambda_param: 100
m: 369
theta[1:]: [0.02454558 0.04045188 0.04532424 0.02889339 0.01105078 0.02227422
 0.01431276 0.04451066 0.03757622]
L2 term: [0.00665192 0.01096257 0.01228299 0.00783019 0.00299479 0.00603637
 0.0038788  0.01206251 0.01018326]
lambda_param: 100
m: 369
theta[1:]: [0.03160871 0.04990078 0.05361828 0.03710128 0.01516083 0.02327799
 0.01601846 0.05826788 0.04670552]
L2 term: [0.00856605 0.01352325 0.0145307  0.01005455 0.00410863 0.0063084
 0.00434105 0.01579075 0.01265732]
lambda_param: 100
m: 369
theta[1:]: [0.03801123 0.05855445 0.06118348 0.04440334 0.01910433 0.02383178
 0.01751602 0.07090622 0.0551535 ]
L2 term: [0.01030115 0.01586841 0.01658089 0.01203343 0.00517732 0.00645848
 0.00474689 0.01921578 0.01494675]
lambda_param: 100
m: 369
theta[1:]: [0.04381944 0.06648676 0.06809158 0.05089952 0.02288763 0.02399986
 0.01882871 0.08253092 0.06297887]
L2 term: [0.01187519 0.01801809 0.018453   0.01379391 0.00620261 0.00650403
 0.00510263 0.0223661  0.01706745]
lambda_param: 100
m: 369
theta[1:]: [0.0490929  0.07376444 0.07440701 0.05667905 0.026517   0.02383891
 0.01997736 0.09323687 0.0702349 ]
L2 term: [0.01330431 0.01999036 0.0201645  0.01536018 0.00718618 0.00646041
 0.00541392 0.02526744 0.01903385]
lambda_param: 100
m: 369
theta[1:]: [0.05388496 0.08044759 0.08018753 0.06182146 0.02999854 0.02339872
 0.02098057 0.1031095  0.07696989]
L2 term: [0.01460297 0.02180151 0.02173104 0.01675378 0.00812968 0.00634112
 0.00568579 0.02794295 0.02085905]
lambda_param: 100
m: 369
theta[1:]: [0.05824336 0.08659032 0.08548488 0.06639747 0.03333817 0.02272294
 0.02185492 0.11222564 0.08322758]
L2 term: [0.01578411 0.02346621 0.02316664 0.01799389 0.00903473 0.00615798
 0.00592274 0.03041345 0.0225549 ]
lambda_param: 100
m: 369
theta[1:]: [0.06221085 0.09224135 0.09034539 0.07046994 0.0365416  0.02184974
 0.02261512 0.12065432 0.0890476 ]
L2 term: [0.01685931 0.02499766 0.02448384 0.01909754 0.00990287 0.00592134
 0.00612876 0.03269765 0.02413214]
lambda_param: 100
m: 369
theta[1:]: [0.06582563 0.09744455 0.09481053 0.07409468 0.03961436 0.02081247
 0.02327428 0.12845758 0.09446582]
L2 term: [0.01783892 0.02640774 0.02569391 0.02007986 0.0107356  0.00564024
 0.00630739 0.03481235 0.02560049]
lambda_param: 100
m: 369
theta[1:]: [0.06912192 0.10223946 0.09891748 0.07732129 0.04256174 0.01964021
 0.02384403 0.1356912  0.09951479]
L2 term: [0.01873223 0.02770717 0.02680691 0.02095428 0.01153435 0.00532255
 0.0064618  0.03677268 0.02696878]
lambda_param: 100
m: 369
theta[1:]: [0.07213037 0.10666171 0.10269957 0.08019379 0.04538882 0.01835828
 0.0243347  0.14240537 0.10422402]
L2 term: [0.01954753 0.02890561 0.02783186 0.02173274 0.01230049 0.00497514
 0.00659477 0.03859224 0.02824499]
lambda_param: 100
m: 369
theta[1:]: [0.07487844 0.11074349 0.1061867  0.08275133 0.04810049 0.0169887
 0.02475548 0.1486453  0.10862034]
L2 term: [0.02029226 0.03001179 0.02877688 0.02242583 0.01303536 0.00460398
 0.0067088  0.04028328 0.02943641]
lambda_param: 100
m: 369
theta[1:]: [0.07739077 0.11451389 0.10940574 0.08502866 0.05070144 0.01555062
 0.02511452 0.15445171 0.11272813]
L2 term: [0.02097311 0.03103357 0.02964925 0.023043   0.01374023 0.00421426
 0.0068061  0.04185683 0.03054963]
lambda_param: 100
m: 369
theta[1:]: [0.0796895  0.11799922 0.11238083 0.08705672 0.05319618 0.01406062
 0.02541908 0.15986139 0.11656959]
L2 term: [0.02159607 0.03197811 0.03045551 0.02359261 0.01441631 0.00381046
 0.00688864 0.04332287 0.03159068]
lambda_param: 100
m: 369
theta[1:]: [0.08179451 0.12122335 0.11513373 0.08886302 0.05558901 0.01253306
 0.0256756  0.16490755 0.12016496]
L2 term: [0.02216653 0.03285186 0.03120155 0.02408212 0.01506477 0.00339649
 0.00695816 0.04469039 0.03256503]
lambda_param: 100
m: 369
theta[1:]: [0.08372371 0.1242079  0.11768403 0.09047204 0.05788409 0.01098037
 0.02588981 0.16962024 0.12353272]
L2 term: [0.02268935 0.03366068 0.03189269 0.02451817 0.01568675 0.00297571
 0.00701621 0.04596754 0.0334777 ]
lambda_param: 100
m: 369
theta[1:]: [0.08549322 0.12697253 0.12004939 0.09190557 0.0600854  0.00941323
 0.02606683 0.17402666 0.12668974]
L2 term: [0.02316889 0.0344099  0.03253371 0.02490666 0.01628331 0.00255101
 0.00706418 0.0471617  0.03433326]
lambda_param: 100
m: 369
theta[1:]: [0.08711757 0.12953509 0.12224578 0.09318304 0.06219675 0.00784082
 0.02621117 0.1781515  0.12965148]
L2 term: [0.0236091  0.03510436 0.03312894 0.02525286 0.01685549 0.00212488
 0.0071033  0.04827954 0.0351359 ]
lambda_param: 100
m: 369
theta[1:]: [0.08860988 0.13191187 0.12428763 0.09432173 0.06422183 0.00627102
 0.02632689 0.18201713 0.13243209]
L2 term: [0.02401352 0.03574848 0.03368228 0.02556145 0.01740429 0.00169946
 0.00713466 0.04932714 0.03588946]
lambda_param: 100
m: 369
theta[1:]: [0.089982   0.13411769 0.12618799 0.09533709 0.06616416 0.00471053
 0.02641757 0.18564391 0.13504455]
L2 term: [0.02438537 0.03634626 0.03419729 0.02583661 0.01793067 0.00127657
 0.00715923 0.05031    0.03659744]
lambda_param: 100
m: 369
theta[1:]: [0.09124465 0.13616607 0.12795869 0.09624284 0.06802711 0.00316504
 0.02648641 0.18905037 0.13750077]
L2 term: [0.02472755 0.03690138 0.03467715 0.02608207 0.01843553 0.00085774
 0.00717789 0.05123316 0.03726308]
lambda_param: 100
m: 369
theta[1:]: [0.09240751 0.13806938 0.12961044 0.09705125 0.06981396 0.00163935
 0.02653627 0.19225335 0.13981172]
L2 term: [0.02504268 0.03741718 0.03512478 0.02630115 0.01891977 0.00044427
 0.0071914  0.05210118 0.03788935]
lambda_param: 100
m: 369
theta[1:]: [9.34793550e-02 1.39838896e-01 1.31152995e-01 9.77732548e-02
 7.15278054e-02 1.37480004e-04 2.65696538e-02 1.95268231e-01
 1.41987463e-01]
L2 term: [2.53331585e-02 3.78967197e-02 3.55428171e-02 2.64968170e-02
 1.93842291e-02 3.72574537e-05 7.20044820e-03 5.29182197e-02
 3.84789873e-02]
lambda_param: 100
m: 369
theta[1:]: [ 0.09446815  0.14148496  0.13259518  0.0984186   0.07317166 -0.00133725
  0.02658883  0.19810905  0.1440373 ]
L2 term: [ 0.02560112  0.03834281  0.03593365  0.02667171  0.01982972 -0.0003624
  0.00720565  0.05368809  0.0390345 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.09538109  0.14301705  0.13394502  0.09899598  0.07474841 -0.00278211
  0.0265958   0.20078863  0.14596978]
L2 term: [ 0.02584853  0.03875801  0.03629946  0.02682818  0.02025702 -0.00075396
  0.00720753  0.05441426  0.03955821]
lambda_param: 100
m: 369
theta[1:]: [ 0.09622474  0.14444383  0.13520985  0.09951315  0.07626082 -0.00419489
  0.02659233  0.20331868  0.14779281]
L2 term: [ 0.02607716  0.03914467  0.03664224  0.02696833  0.02066689 -0.00113683
  0.00720659  0.05509991  0.04005225]
lambda_param: 100
m: 369
theta[1:]: [ 0.09700503  0.14577326  0.13639631  0.09997703  0.07771155 -0.00557384
  0.02658     0.20570995  0.14951368]
L2 term: [ 0.02628863  0.03950495  0.03696377  0.02709405  0.02106004 -0.00151053
  0.00720325  0.05574795  0.04051861]
lambda_param: 100
m: 369
theta[1:]: [ 0.09772736  0.14701265  0.13751049  0.10039377  0.07910314 -0.00691762
  0.02656022  0.20797227  0.15113913]
L2 term: [ 0.02648438  0.03984083  0.03726571  0.02720698  0.02143717 -0.00187469
  0.00719789  0.05636105  0.04095911]
lambda_param: 100
m: 369
theta[1:]: [ 0.09839664  0.14816872  0.1385579   0.10076887  0.08043806 -0.00822524
  0.02653422  0.21011466  0.15267542]
L2 term: [ 0.02666576  0.04015413  0.03754957  0.02730864  0.02179893 -0.00222906
  0.00719085  0.05694164  0.04137545]
lambda_param: 100
m: 369
theta[1:]: [ 0.09901734  0.14924765  0.13954362  0.10110723  0.08171864 -0.00949599
  0.0265031   0.2121454   0.15412831]
L2 term: [ 0.02683397  0.04044652  0.0378167   0.02740033  0.02214597 -0.00257344
  0.00718241  0.05749198  0.04176919]
lambda_param: 100
m: 369
theta[1:]: [ 0.09959352  0.1502551   0.14047225  0.1014132   0.08294715 -0.01072945
  0.02646782  0.2140721   0.15550316]
L2 term: [ 0.02699012  0.04071954  0.03806836  0.02748325  0.0224789  -0.00290771
  0.00717285  0.05801412  0.04214178]
lambda_param: 100
m: 369
theta[1:]: [ 0.10012889  0.15119632  0.14134802  0.10169065  0.08412576 -0.0119254
  0.02642925  0.21590175  0.15680494]
L2 term: [ 0.0271352   0.04097461  0.0383057   0.02755844  0.02279831 -0.00323182
  0.0071624   0.05850996  0.04249456]
lambda_param: 100
m: 369
theta[1:]: [ 0.10062682  0.15207612  0.1421748   0.10194305  0.08525654 -0.01308386
  0.02638813  0.21764081  0.15803826]
L2 term: [ 0.02727014  0.04121304  0.03852976  0.02762684  0.02310475 -0.00354576
  0.00715126  0.05898125  0.0428288 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10109038  0.15289893  0.14295611  0.10217344  0.0863415  -0.01420496
  0.02634513  0.21929519  0.15920739]
L2 term: [ 0.02739577  0.04143603  0.03874149  0.02768928  0.02339878 -0.00384958
  0.0071396   0.05942959  0.04314563]
lambda_param: 100
m: 369
theta[1:]: [ 0.10152238  0.15366887  0.14369521  0.10238457  0.08738254 -0.01528901
  0.02630083  0.22087037  0.16031632]
L2 term: [ 0.02751284  0.04164468  0.03894179  0.0277465   0.0236809  -0.00414336
  0.0071276   0.05985647  0.04344616]
lambda_param: 100
m: 369
theta[1:]: [ 0.10192537  0.1543897   0.14439507  0.10257884  0.08838149 -0.01633644
  0.02625573  0.22237141  0.16136873]
L2 term: [ 0.02762205  0.04184003  0.03913145  0.02779914  0.02395162 -0.00442722
  0.00711537  0.06026325  0.04373136]
lambda_param: 100
m: 369
theta[1:]: [ 0.1023017   0.15506492  0.14505841  0.1027584   0.08934013 -0.01734777
  0.02621027  0.22380296  0.16236809]
L2 term: [ 0.02772404  0.04202301  0.03931122  0.02784781  0.02421142 -0.00470129
  0.00710305  0.06065121  0.04400219]
lambda_param: 100
m: 369
theta[1:]: [ 0.10265348  0.15569776  0.14568774  0.10292515  0.09026013 -0.01832362
  0.02616483  0.22516933  0.16331758]
L2 term: [ 0.02781937  0.04219451  0.03948177  0.02789299  0.02446074 -0.00496575
  0.00709074  0.0610215   0.04425951]
lambda_param: 100
m: 369
theta[1:]: [ 0.10298269  0.15629118  0.14628537  0.10308076  0.09114312 -0.01926467
  0.02611976  0.22647452  0.16422019]
L2 term: [ 0.02790859  0.04235533  0.03964373  0.02793516  0.02470003 -0.00522078
  0.00707853  0.06137521  0.04450412]
lambda_param: 100
m: 369
theta[1:]: [ 0.10329108  0.15684795  0.14685341  0.10322671  0.09199065 -0.02017165
  0.02607532  0.2277222   0.16507871]
L2 term: [ 0.02799216  0.04250622  0.03979767  0.02797472  0.02492972 -0.00546657
  0.00706648  0.06171333  0.04473678]
lambda_param: 100
m: 369
theta[1:]: [ 0.1035803   0.15737062  0.14739382  0.10336433  0.0928042  -0.02104536
  0.02603177  0.22891581  0.16589574]
L2 term: [ 0.02807054  0.04264786  0.03994413  0.02801201  0.02515019 -0.00570335
  0.00705468  0.06203681  0.0449582 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10385184  0.15786154  0.1479084   0.10349474  0.09358521 -0.02188662
  0.0259893   0.23005852  0.16667369]
L2 term: [ 0.02814413  0.04278091  0.04008358  0.02804736  0.02536184 -0.00593133
  0.00704317  0.06234648  0.04516902]
lambda_param: 100
m: 369
theta[1:]: [ 0.10410705  0.1583229   0.14839879  0.10361898  0.09433502 -0.02269629
  0.02594809  0.23115327  0.16741484]
L2 term: [ 0.02821329  0.04290594  0.04021647  0.02808102  0.02556505 -0.00615075
  0.007032    0.06264316  0.04536988]
lambda_param: 100
m: 369
theta[1:]: [ 0.10434719  0.15875673  0.14886653  0.10373793  0.09505496 -0.02347522
  0.02590829  0.23220279  0.16812129]
L2 term: [ 0.02827837  0.0430235   0.04034323  0.02811326  0.02576015 -0.00636185
  0.00702122  0.06292759  0.04556132]
lambda_param: 100
m: 369
theta[1:]: [ 0.1045734   0.15916489  0.14931304  0.10385236  0.09574628 -0.02422432
  0.02587     0.23320963  0.16879502]
L2 term: [ 0.02833967  0.04313412  0.04046424  0.02814427  0.0259475  -0.00656486
  0.00701084  0.06320044  0.04574391]
lambda_param: 100
m: 369
theta[1:]: [ 0.10478672  0.15954913  0.14973961  0.10396295  0.09641017 -0.02494448
  0.02583333  0.23417616  0.16943788]
L2 term: [ 0.02839749  0.04323825  0.04057984  0.02817424  0.02612742 -0.00676002
  0.0070009   0.06346237  0.04591812]
lambda_param: 100
m: 369
theta[1:]: [ 0.10498812  0.15991106  0.15014745  0.10407029  0.09704779 -0.02563658
  0.02579834  0.23510457  0.1700516 ]
L2 term: [ 0.02845207  0.04333633  0.04069037  0.02820333  0.02630021 -0.00694758
  0.00699142  0.06371397  0.04608444]
lambda_param: 100
m: 369
theta[1:]: [ 0.10517849  0.16025217  0.15053768  0.10417491  0.09766024 -0.02630152
  0.02576509  0.23599692  0.1706378 ]
L2 term: [ 0.02850365  0.04342877  0.04079612  0.02823168  0.02646619 -0.00712778
  0.00698241  0.0639558   0.04624331]
lambda_param: 100
m: 369
theta[1:]: [ 0.10535861  0.16057386  0.15091134  0.10427723  0.09824858 -0.0269402
  0.02573361  0.23685512  0.17119799]
L2 term: [ 0.02855247  0.04351595  0.04089738  0.02825941  0.02662563 -0.00730087
  0.00697388  0.06418838  0.04639512]
lambda_param: 100
m: 369
theta[1:]: [ 0.10552925  0.1608774   0.15126938  0.10437764  0.09881381 -0.0275535
  0.02570395  0.23768095  0.17173361]
L2 term: [ 0.02859871  0.04359821  0.04099441  0.02828662  0.02677881 -0.00746707
  0.00696584  0.06441218  0.04654027]
lambda_param: 100
m: 369
theta[1:]: [ 0.10569108  0.16116401  0.1516127   0.10447646  0.0993569  -0.02814227
  0.0256761   0.2384761   0.17224597]
L2 term: [ 0.02864257  0.04367588  0.04108745  0.0283134   0.02692599 -0.00762663
  0.00695829  0.06462767  0.04667912]
lambda_param: 100
m: 369
theta[1:]: [ 0.10584472  0.16143479  0.15194212  0.10457399  0.09987877 -0.02870739
  0.02565007  0.23924211  0.17273633]
L2 term: [ 0.02868421  0.04374926  0.04117673  0.02833983  0.02706742 -0.00777978
  0.00695124  0.06483526  0.04681201]
lambda_param: 100
m: 369
theta[1:]: [ 0.10599075  0.16169077  0.15225841  0.10467044  0.10038033 -0.02924968
  0.02562585  0.23998045  0.17320587]
L2 term: [ 0.02872378  0.04381864  0.04126244  0.02836597  0.02720334 -0.00792674
  0.00694467  0.06503535  0.04693926]
lambda_param: 100
m: 369
theta[1:]: [ 0.10612971  0.16193292  0.15256228  0.10476602  0.1008624  -0.02976998
  0.02560343  0.24069248  0.17365568]
L2 term: [ 0.02876144  0.04388426  0.04134479  0.02839188  0.02733398 -0.00806774
  0.0069386   0.06522831  0.04706116]
lambda_param: 100
m: 369
theta[1:]: [ 0.10626206  0.16216212  0.1528544   0.1048609   0.10132581 -0.03026908
  0.02558278  0.24137947  0.17408681]
L2 term: [ 0.02879731  0.04394638  0.04142396  0.02841759  0.02745957 -0.008203
  0.006933    0.06541449  0.047178  ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10638827  0.16237922  0.15313539  0.10495521  0.10177134 -0.03074778
  0.02556388  0.24204264  0.17450021]
L2 term: [ 0.02883151  0.04400521  0.04150011  0.02844315  0.02758031 -0.00833273
  0.00692788  0.06559421  0.04729003]
lambda_param: 100
m: 369
theta[1:]: [ 0.10650875  0.16258498  0.15340583  0.10504905  0.10219972 -0.03120684
  0.02554669  0.24268311  0.17489682]
L2 term: [ 0.02886416  0.04406097  0.0415734   0.02846858  0.0276964  -0.00845714
  0.00692322  0.06576778  0.04739751]
lambda_param: 100
m: 369
theta[1:]: [ 0.10662387  0.16278013  0.15366626  0.10514253  0.10261167 -0.03164701
  0.02553117  0.24330193  0.17527747]
L2 term: [ 0.02889536  0.04411386  0.04164397  0.02849391  0.02780804 -0.00857642
  0.00691902  0.06593548  0.04750067]
lambda_param: 100
m: 369
theta[1:]: [ 0.10673398  0.16296534  0.15391719  0.1052357   0.10300788 -0.032069
  0.02551729  0.24390011  0.175643  ]
L2 term: [ 0.0289252   0.04416405  0.04171197  0.02851916  0.02791541 -0.00869079
  0.00691526  0.06609759  0.04759973]
lambda_param: 100
m: 369
theta[1:]: [ 0.10683941  0.16314122  0.15415907  0.10532861  0.10338899 -0.03247353
  0.025505    0.24447856  0.17599415]
L2 term: [ 0.02895377  0.04421171  0.04177753  0.02854434  0.0280187  -0.00880042
  0.00691193  0.06625435  0.04769489]
lambda_param: 100
m: 369
theta[1:]: [ 0.10694045  0.16330837  0.15439236  0.10542131  0.10375563 -0.03286128
  0.02549426  0.24503818  0.17633165]
L2 term: [ 0.02898115  0.04425701  0.04184075  0.02856946  0.02811806 -0.0089055
  0.00690901  0.06640601  0.04778635]
lambda_param: 100
m: 369
theta[1:]: [ 0.10703738  0.16346732  0.15461748  0.10551382  0.10410841 -0.0332329
  0.025485    0.24557979  0.17665616]
L2 term: [ 0.02900742  0.04430009  0.04190175  0.02859453  0.02821366 -0.00900621
  0.0069065   0.06655279  0.0478743 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10713045  0.16361858  0.15483479  0.10560615  0.10444788 -0.03358904
  0.02547719  0.24610418  0.17696833]
L2 term: [ 0.02903264  0.04434108  0.04196065  0.02861955  0.02830566 -0.00910272
  0.00690439  0.0666949   0.0479589 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.1072199   0.16376262  0.15504468  0.1056983   0.1047746  -0.03393032
  0.02547078  0.24661208  0.17726876]
L2 term: [ 0.02905688  0.04438011  0.04201753  0.02864453  0.0283942  -0.00919521
  0.00690265  0.06683254  0.04804031]
lambda_param: 100
m: 369
theta[1:]: [ 0.10730594  0.16389989  0.15524748  0.10579027  0.10508909 -0.03425732
  0.0254657   0.24710418  0.17755801]
L2 term: [ 0.0290802   0.04441731  0.04207249  0.02866945  0.02847943 -0.00928383
  0.00690127  0.0669659   0.0481187 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10738877  0.16403078  0.15544352  0.10588206  0.10539186 -0.03457063
  0.02546192  0.24758115  0.17783661]
L2 term: [ 0.02910265  0.04445279  0.04212561  0.02869432  0.02856148 -0.00936873
  0.00690025  0.06709516  0.0481942 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10746859  0.1641557   0.15563308  0.10597363  0.10568339 -0.0348708
  0.02545938  0.24804361  0.17810508]
L2 term: [ 0.02912428  0.04448664  0.04217699  0.02871914  0.02864049 -0.00945008
  0.00689956  0.06722049  0.04826696]
lambda_param: 100
m: 369
theta[1:]: [ 0.10754555  0.16427498  0.15581647  0.10606498  0.10596413 -0.03515837
  0.02545802  0.24849214  0.17836388]
L2 term: [ 0.02914514  0.04451896  0.04222669  0.0287439   0.02871657 -0.00952801
  0.00689919  0.06734204  0.0483371 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10761982  0.16438897  0.15599395  0.10615608  0.10623453 -0.03543386
  0.02545779  0.24892731  0.17861347]
L2 term: [ 0.02916526  0.04454986  0.04227478  0.02876858  0.02878984 -0.00960267
  0.00689913  0.06745997  0.04840473]
lambda_param: 100
m: 369
theta[1:]: [ 0.10769155  0.16449798  0.15616576  0.1062469   0.106495   -0.03569776
  0.02545865  0.24934963  0.17885427]
L2 term: [ 0.0291847   0.0445794   0.04232134  0.0287932   0.02886043 -0.00967419
  0.00689936  0.06757442  0.04846999]
lambda_param: 100
m: 369
theta[1:]: [ 0.10776087  0.1646023   0.15633215  0.10633741  0.10674595 -0.03595055
  0.02546055  0.24975961  0.17908668]
L2 term: [ 0.02920349  0.04460767  0.04236644  0.02881773  0.02892844 -0.0097427
  0.00689988  0.06768553  0.04853298]
lambda_param: 100
m: 369
theta[1:]: [ 0.10782792  0.1647022   0.15649335  0.10642758  0.10698777 -0.0361927
  0.02546342  0.25015772  0.17931109]
L2 term: [ 0.02922166  0.04463474  0.04241012  0.02884216  0.02899397 -0.00980832
  0.00690066  0.06779342  0.04859379]
lambda_param: 100
m: 369
theta[1:]: [ 0.1078928   0.16479793  0.15664956  0.10651738  0.10722082 -0.03642464
  0.02546723  0.25054442  0.17952784]
L2 term: [ 0.02923924  0.04466069  0.04245245  0.0288665   0.02905713 -0.00987118
  0.00690169  0.06789822  0.04865253]
lambda_param: 100
m: 369
theta[1:]: [ 0.10795563  0.16488974  0.15680099  0.10660678  0.10744545 -0.0366468
  0.02547193  0.25092013  0.17973729]
L2 term: [ 0.02925627  0.04468557  0.04249349  0.02889073  0.02911801 -0.00993138
  0.00690296  0.06800004  0.04870929]
lambda_param: 100
m: 369
theta[1:]: [ 0.10801652  0.16497784  0.15694782  0.10669574  0.10766202 -0.03685959
  0.02547747  0.25128526  0.17993975]
L2 term: [ 0.02927277  0.04470944  0.04253329  0.02891483  0.0291767  -0.00998905
  0.00690446  0.06809899  0.04876416]
lambda_param: 100
m: 369
theta[1:]: [ 0.10807555  0.16506245  0.15709025  0.10678423  0.10787083 -0.03706341
  0.0254838   0.25164019  0.18013554]
L2 term: [ 0.02928877  0.04473237  0.04257188  0.02893882  0.02923329 -0.01004428
  0.00690618  0.06819517  0.04881722]
lambda_param: 100
m: 369
theta[1:]: [ 0.10813282  0.16514376  0.15722844  0.10687222  0.10807221 -0.03725862
  0.02549088  0.2519853   0.18032493]
L2 term: [ 0.02930429  0.04475441  0.04260933  0.02896266  0.02928786 -0.01009719
  0.0069081   0.0682887   0.04886854]
lambda_param: 100
m: 369
theta[1:]: [ 0.10818841  0.16522195  0.15736255  0.10695967  0.10826644 -0.0374456
  0.02549868  0.25232093  0.1805082 ]
L2 term: [ 0.02931935  0.0447756   0.04264568  0.02898636  0.0293405  -0.01014786
  0.00691021  0.06837966  0.04891821]
lambda_param: 100
m: 369
theta[1:]: [ 0.10824239  0.16529719  0.15749273  0.10704656  0.10845382 -0.03762469
  0.02550713  0.25264742  0.18068561]
L2 term: [ 0.02933398  0.04479599  0.04268096  0.02900991  0.02939128 -0.01019639
  0.0069125   0.06846813  0.04896629]
lambda_param: 100
m: 369
theta[1:]: [ 0.10829484  0.16536964  0.15761915  0.10713284  0.10863461 -0.03779622
  0.02551621  0.25296508  0.18085742]
L2 term: [ 0.0293482   0.04481562  0.04271522  0.02903329  0.02944027 -0.01024288
  0.00691496  0.06855422  0.04901285]
lambda_param: 100
m: 369
theta[1:]: [ 0.10834583  0.16543945  0.15774192  0.1072185   0.10880907 -0.03796052
  0.02552588  0.25327423  0.18102384]
L2 term: [ 0.02936201  0.04483454  0.04274849  0.02905651  0.02948755 -0.0102874
  0.00691758  0.068638    0.04905795]
lambda_param: 100
m: 369
theta[1:]: [ 0.10839542  0.16550676  0.1578612   0.10730351  0.10897745 -0.03811789
  0.0255361   0.25357515  0.18118511]
L2 term: [ 0.02937545  0.04485278  0.04278081  0.02907954  0.02953319 -0.01033005
  0.00692035  0.06871955  0.04910165]
lambda_param: 100
m: 369
theta[1:]: [ 0.10844367  0.1655717   0.1579771   0.10738783  0.10914    -0.03826863
  0.02554682  0.25386811  0.18134143]
L2 term: [ 0.02938853  0.04487038  0.04281222  0.02910239  0.02957724 -0.0103709
  0.00692326  0.06879895  0.04914402]
lambda_param: 100
m: 369
theta[1:]: [ 0.10849063  0.1656344   0.15808974  0.10747144  0.10929695 -0.03841301
  0.02555803  0.2541534   0.181493  ]
L2 term: [ 0.02940125  0.04488737  0.04284275  0.02912505  0.02961977 -0.01041003
  0.00692629  0.06887626  0.0491851 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10853636  0.16569497  0.15819924  0.10755432  0.1094485  -0.03855131
  0.02556967  0.25443124  0.18164002]
L2 term: [ 0.02941365  0.04490379  0.04287242  0.02914751  0.02966084 -0.01044751
  0.00692945  0.06895156  0.04922494]
lambda_param: 100
m: 369
theta[1:]: [ 0.1085809   0.16575352  0.15830571  0.10763645  0.10959487 -0.03868379
  0.02558173  0.2547019   0.18178267]
L2 term: [ 0.02942572  0.04491965  0.04290128  0.02916977  0.02970051 -0.01048341
  0.00693272  0.06902491  0.0492636 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.1086243   0.16581015  0.15840925  0.10771779  0.10973627 -0.0388107
  0.02559416  0.2549656   0.18192111]
L2 term: [ 0.02943748  0.044935    0.04292934  0.02919181  0.02973883 -0.0105178
  0.00693609  0.06909637  0.04930111]
lambda_param: 100
m: 369
theta[1:]: [ 0.10866661  0.16586496  0.15850997  0.10779834  0.10987288 -0.03893227
  0.02560694  0.25522256  0.18205551]
L2 term: [ 0.02944895  0.04494985  0.04295663  0.02921364  0.02977585 -0.01055075
  0.00693955  0.06916601  0.04933754]
lambda_param: 100
m: 369
theta[1:]: [ 0.10870787  0.16591803  0.15860796  0.10787806  0.11000489 -0.03904873
  0.02562004  0.255473    0.18218602]
L2 term: [ 0.02946013  0.04496424  0.04298319  0.02923525  0.02981162 -0.01058231
  0.0069431   0.06923388  0.04937291]
lambda_param: 100
m: 369
theta[1:]: [ 0.10874811  0.16596945  0.15870331  0.10795695  0.11013248 -0.03916031
  0.02563343  0.25571713  0.1823128 ]
L2 term: [ 0.02947103  0.04497817  0.04300903  0.02925663  0.0298462  -0.01061255
  0.00694673  0.06930003  0.04940726]
lambda_param: 100
m: 369
theta[1:]: [ 0.10878737  0.1660193   0.15879611  0.10803499  0.11025581 -0.0392672
  0.02564709  0.25595513  0.18243599]
L2 term: [ 0.02948167  0.04499168  0.04303418  0.02927778  0.02987962 -0.01064152
  0.00695043  0.06936453  0.04944065]
lambda_param: 100
m: 369
theta[1:]: [ 0.10882569  0.16606765  0.15888644  0.10811216  0.11037506 -0.03936961
  0.02566098  0.25618719  0.18255571]
L2 term: [ 0.02949206  0.04500478  0.04305866  0.02929869  0.02991194 -0.01066927
  0.0069542   0.06942742  0.04947309]
lambda_param: 100
m: 369
theta[1:]: [ 0.10886309  0.16611457  0.15897439  0.10818846  0.11049036 -0.03946773
  0.02567509  0.2564135   0.1826721 ]
L2 term: [ 0.02950219  0.0450175   0.04308249  0.02931937  0.02994319 -0.01069586
  0.00695802  0.06948875  0.04950463]
lambda_param: 100
m: 369
theta[1:]: [ 0.10889961  0.16616013  0.15906002  0.10826386  0.11060188 -0.03956174
  0.02568939  0.25663424  0.18278527]
L2 term: [ 0.02951209  0.04502985  0.0431057   0.0293398   0.02997341 -0.01072134
  0.00696189  0.06954857  0.0495353 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10893528  0.16620439  0.15914343  0.10833835  0.11070976 -0.03965183
  0.02570386  0.25684956  0.18289536]
L2 term: [ 0.02952176  0.04504184  0.0431283   0.02935999  0.03000265 -0.01074575
  0.00696582  0.06960693  0.04956514]
lambda_param: 100
m: 369
theta[1:]: [ 0.10897012  0.16624741  0.15922466  0.10841194  0.11081413 -0.03973815
  0.02571848  0.25705962  0.18300245]
L2 term: [ 0.0295312   0.0450535   0.04315031  0.02937993  0.03003093 -0.01076915
  0.00696978  0.06966385  0.04959416]
lambda_param: 100
m: 369
theta[1:]: [ 0.10900417  0.16628924  0.1593038   0.1084846   0.11091513 -0.03982088
  0.02573323  0.25726459  0.18310667]
L2 term: [ 0.02954043  0.04506483  0.04317176  0.02939962  0.0300583  -0.01079157
  0.00697377  0.0697194   0.0496224 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10903744  0.16632993  0.15938091  0.10855634  0.11101287 -0.03990015
  0.02574808  0.25746461  0.18320812]
L2 term: [ 0.02954944  0.04507586  0.04319266  0.02941906  0.03008479 -0.01081305
  0.0069778   0.06977361  0.0496499 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10906996  0.16636954  0.15945605  0.10862714  0.11110749 -0.03997613
  0.02576303  0.25765982  0.18330688]
L2 term: [ 0.02955825  0.0450866   0.04321302  0.02943825  0.03011043 -0.01083364
  0.00698185  0.06982651  0.04967666]
lambda_param: 100
m: 369
theta[1:]: [ 0.10910175  0.1664081   0.15952928  0.108697    0.1111991  -0.04004895
  0.02577805  0.25785037  0.18340305]
L2 term: [ 0.02956687  0.04509705  0.04323287  0.02945718  0.03013526 -0.01085337
  0.00698592  0.06987815  0.04970272]
lambda_param: 100
m: 369
theta[1:]: [ 0.10913284  0.16644567  0.15960066  0.10876592  0.1112878  -0.04011874
  0.02579313  0.25803637  0.18349672]
L2 term: [ 0.0295753   0.04510723  0.04325221  0.02947586  0.0301593  -0.01087229
  0.00699001  0.06992856  0.04972811]
lambda_param: 100
m: 369
theta[1:]: [ 0.10916324  0.16648227  0.15967025  0.1088339   0.11137371 -0.04018564
  0.02580825  0.25821797  0.18358798]
L2 term: [ 0.02958353  0.04511715  0.04327107  0.02949428  0.03018258 -0.01089042
  0.00699411  0.06997777  0.04975284]
lambda_param: 100
m: 369
theta[1:]: [ 0.10919298  0.16651795  0.15973809  0.10890092  0.11145693 -0.04024977
  0.0258234   0.25839528  0.1836769 ]
L2 term: [ 0.02959159  0.04512682  0.04328946  0.02951244  0.03020513 -0.0109078
  0.00699821  0.07002582  0.04977694]
lambda_param: 100
m: 369
theta[1:]: [ 0.10922207  0.16655275  0.15980425  0.108967    0.11153755 -0.04031124
  0.02583856  0.25856843  0.18376356]
L2 term: [ 0.02959948  0.04513625  0.04330739  0.02953035  0.03022698 -0.01092446
  0.00700232  0.07007274  0.04980042]
lambda_param: 100
m: 369
theta[1:]: [ 0.10925053  0.1665867   0.15986877  0.10903213  0.11161567 -0.04037018
  0.02585372  0.25873752  0.18384804]
L2 term: [ 0.02960719  0.04514545  0.04332487  0.029548    0.03024815 -0.01094043
  0.00700643  0.07011857  0.04982332]
lambda_param: 100
m: 369
theta[1:]: [ 0.10927838  0.16661983  0.1599317   0.10909631  0.11169139 -0.04042668
  0.02586887  0.25890268  0.18393041]
L2 term: [ 0.02961474  0.04515443  0.04334192  0.02956539  0.03026867 -0.01095574
  0.00701053  0.07016333  0.04984564]
lambda_param: 100
m: 369
theta[1:]: [ 0.10930563  0.16665218  0.15999308  0.10915954  0.11176478 -0.04048086
  0.025884    0.259064    0.18401072]
L2 term: [ 0.02962212  0.04516319  0.04335856  0.02958253  0.03028856 -0.01097042
  0.00701463  0.07020705  0.0498674 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.1093323   0.16668376  0.16005297  0.10922182  0.11183593 -0.04053281
  0.02589909  0.25922159  0.18408906]
L2 term: [ 0.02962935  0.04517175  0.04337479  0.02959941  0.03030784 -0.0109845
  0.00701872  0.07024975  0.04988863]
lambda_param: 100
m: 369
theta[1:]: [ 0.10935841  0.16671461  0.16011139  0.10928317  0.11190492 -0.04058262
  0.02591413  0.25937555  0.18416548]
L2 term: [ 0.02963642  0.04518011  0.04339062  0.02961604  0.03032654 -0.010998
  0.0070228   0.07029148  0.04990934]
lambda_param: 100
m: 369
theta[1:]: [ 0.10938396  0.16674476  0.16016841  0.10934358  0.11197182 -0.04063039
  0.02592912  0.25952597  0.18424004]
L2 term: [ 0.02964335  0.04518828  0.04340607  0.02963241  0.03034467 -0.01101095
  0.00702686  0.07033224  0.04992955]
lambda_param: 100
m: 369
theta[1:]: [ 0.10940899  0.16677423  0.16022404  0.10940305  0.11203672 -0.04067621
  0.02594405  0.25967296  0.1843128 ]
L2 term: [ 0.02965013  0.04519627  0.04342115  0.02964852  0.03036226 -0.01102336
  0.00703091  0.07037208  0.04994927]
lambda_param: 100
m: 369
theta[1:]: [ 0.10943348  0.16680303  0.16027834  0.10946159  0.11209968 -0.04072015
  0.02595891  0.2598166   0.18438381]
L2 term: [ 0.02965677  0.04520407  0.04343587  0.02966439  0.03037932 -0.01103527
  0.00703493  0.070411    0.04996851]
lambda_param: 100
m: 369
theta[1:]: [ 0.10945747  0.1668312   0.16033134  0.10951921  0.11216077 -0.0407623
  0.02597368  0.25995697  0.18445312]
L2 term: [ 0.02966327  0.04521171  0.04345023  0.02968     0.03039587 -0.01104669
  0.00703894  0.07044904  0.0499873 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10948096  0.16685876  0.16038308  0.10957591  0.11222005 -0.04080273
  0.02598837  0.26009417  0.1845208 ]
L2 term: [ 0.02966964  0.04521918  0.04346425  0.02969537  0.03041194 -0.01105765
  0.00704292  0.07048623  0.05000564]
lambda_param: 100
m: 369
theta[1:]: [ 0.10950397  0.16688572  0.16043359  0.1096317   0.11227759 -0.04084151
  0.02600296  0.26022827  0.18458687]
L2 term: [ 0.02967587  0.04522648  0.04347794  0.02971049  0.03042753 -0.01106816
  0.00704687  0.07052257  0.05002354]
lambda_param: 100
m: 369
theta[1:]: [ 0.1095265   0.1669121   0.16048291  0.10968658  0.11233344 -0.04087872
  0.02601745  0.26035936  0.1846514 ]
L2 term: [ 0.02968198  0.04523363  0.0434913   0.02972536  0.03044267 -0.01107824
  0.0070508   0.07055809  0.05004103]
lambda_param: 100
m: 369
theta[1:]: [ 0.10954857  0.16693793  0.16053106  0.10974056  0.11238767 -0.04091442
  0.02603183  0.2604875   0.18471443]
L2 term: [ 0.02968796  0.04524063  0.04350435  0.02973999  0.03045736 -0.01108792
  0.0070547   0.07059282  0.05005811]
lambda_param: 100
m: 369
theta[1:]: [ 0.10957019  0.16696321  0.16057808  0.10979365  0.11244033 -0.04094867
  0.0260461   0.26061278  0.18477599]
L2 term: [ 0.02969382  0.04524748  0.0435171   0.02975438  0.03047163 -0.0110972
  0.00705856  0.07062677  0.05007479]
lambda_param: 100
m: 369
theta[1:]: [ 0.10959137  0.16698797  0.160624    0.10984586  0.11249147 -0.04098154
  0.02606025  0.26073527  0.18483614]
L2 term: [ 0.02969956  0.04525419  0.04352954  0.02976853  0.03048549 -0.01110611
  0.0070624   0.07065997  0.05009109]
lambda_param: 100
m: 369
theta[1:]: [ 0.10961212  0.16701222  0.16066886  0.1098972   0.11254115 -0.04101309
  0.02607428  0.26085504  0.18489491]
L2 term: [ 0.02970518  0.04526076  0.0435417   0.02978244  0.03049896 -0.01111466
  0.0070662   0.07069242  0.05010702]
lambda_param: 100
m: 369
theta[1:]: [ 0.10963244  0.16703597  0.16071267  0.10994766  0.11258941 -0.04104336
  0.02608818  0.26097215  0.18495234]
L2 term: [ 0.02971069  0.0452672   0.04355357  0.02979611  0.03051204 -0.01112286
  0.00706997  0.07072416  0.05012258]
lambda_param: 100
m: 369
theta[1:]: [ 0.10965236  0.16705924  0.16075546  0.10999727  0.11263631 -0.04107241
  0.02610194  0.26108667  0.18500846]
L2 term: [ 0.02971609  0.04527351  0.04356517  0.02980956  0.03052474 -0.01113074
  0.0070737   0.0707552   0.05013779]
lambda_param: 100
m: 369
theta[1:]: [ 0.10967187  0.16708204  0.16079727  0.11004603  0.11268188 -0.0411003
  0.02611558  0.26119867  0.18506332]
L2 term: [ 0.02972137  0.04527969  0.0435765   0.02982277  0.0305371  -0.01113829
  0.00707739  0.07078555  0.05015266]
lambda_param: 100
m: 369
theta[1:]: [ 0.10969099  0.16710439  0.16083812  0.11009395  0.11272617 -0.04112707
  0.02612907  0.2613082   0.18511695]
L2 term: [ 0.02972656  0.04528574  0.04358757  0.02983576  0.0305491  -0.01114555
  0.00708105  0.07081523  0.05016719]
lambda_param: 100
m: 369
theta[1:]: [ 0.10970973  0.16712629  0.16087803  0.11014103  0.11276923 -0.04115277
  0.02614243  0.26141533  0.18516938]
L2 term: [ 0.02973163  0.04529168  0.04359838  0.02984852  0.03056077 -0.01115251
  0.00708467  0.07084426  0.0501814 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10972809  0.16714776  0.16091703  0.1101873   0.11281109 -0.04117745
  0.02615564  0.26152012  0.18522064]
L2 term: [ 0.02973661  0.0452975   0.04360895  0.02986106  0.03057211 -0.0111592
  0.00708825  0.07087266  0.05019529]
lambda_param: 100
m: 369
theta[1:]: [ 0.10974608  0.16716881  0.16095514  0.11023276  0.1128518  -0.04120114
  0.0261687   0.26162262  0.18527076]
L2 term: [ 0.02974148  0.0453032   0.04361928  0.02987338  0.03058314 -0.01116562
  0.00709179  0.07090044  0.05020888]
lambda_param: 100
m: 369
theta[1:]: [ 0.10976371  0.16718945  0.16099239  0.11027741  0.11289139 -0.04122389
  0.02618161  0.26172289  0.18531978]
L2 term: [ 0.02974626  0.04530879  0.04362937  0.02988548  0.03059387 -0.01117179
  0.00709529  0.07092761  0.05022216]
lambda_param: 100
m: 369
theta[1:]: [ 0.10978099  0.16720969  0.16102879  0.11032127  0.11292989 -0.04124574
  0.02619438  0.26182098  0.18536773]
L2 term: [ 0.02975095  0.04531428  0.04363924  0.02989736  0.03060431 -0.01117771
  0.00709875  0.07095419  0.05023516]
lambda_param: 100
m: 369
theta[1:]: [ 0.10979793  0.16722955  0.16106437  0.11036435  0.11296734 -0.04126672
  0.02620699  0.26191694  0.18541462]
L2 term: [ 0.02975554  0.04531966  0.04364888  0.02990904  0.03061446 -0.01118339
  0.00710216  0.0709802   0.05024786]
lambda_param: 100
m: 369
theta[1:]: [ 0.10981452  0.16724902  0.16109915  0.11040666  0.11300379 -0.04128688
  0.02621944  0.26201082  0.18546049]
L2 term: [ 0.02976003  0.04532494  0.04365831  0.0299205   0.03062433 -0.01118886
  0.00710554  0.07100564  0.0502603 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10983079  0.16726812  0.16113315  0.11044821  0.11303924 -0.04130623
  0.02623175  0.26210268  0.18550536]
L2 term: [ 0.02976444  0.04533011  0.04366752  0.02993176  0.03063394 -0.0111941
  0.00710887  0.07103054  0.05027246]
lambda_param: 100
m: 369
theta[1:]: [ 0.10984674  0.16728686  0.16116638  0.11048901  0.11307375 -0.04132483
  0.02624389  0.26219256  0.18554927]
L2 term: [ 0.02976876  0.04533519  0.04367653  0.02994282  0.03064329 -0.01119914
  0.00711217  0.07105489  0.05028435]
lambda_param: 100
m: 369
theta[1:]: [ 0.10986237  0.16730524  0.16119888  0.11052906  0.11310734 -0.04134269
  0.02625588  0.26228051  0.18559223]
L2 term: [ 0.029773    0.04534017  0.04368533  0.02995368  0.0306524  -0.01120398
  0.00711541  0.07107873  0.050296  ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10987769  0.16732328  0.16123065  0.11056839  0.11314004 -0.04135986
  0.02626771  0.26236656  0.18563426]
L2 term: [ 0.02977715  0.04534506  0.04369394  0.02996433  0.03066126 -0.01120863
  0.00711862  0.07110205  0.05030739]
lambda_param: 100
m: 369
theta[1:]: [ 0.1098927   0.16734098  0.16126171  0.110607    0.11317187 -0.04137635
  0.02627939  0.26245078  0.1856754 ]
L2 term: [ 0.02978122  0.04534986  0.04370236  0.0299748   0.03066988 -0.0112131
  0.00712178  0.07112487  0.05031854]
lambda_param: 100
m: 369
theta[1:]: [ 0.10990742  0.16735835  0.16129209  0.1106449   0.11320286 -0.0413922
  0.0262909   0.26253319  0.18571565]
L2 term: [ 0.02978521  0.04535457  0.04371059  0.02998507  0.03067828 -0.0112174
  0.00712491  0.07114721  0.05032944]
lambda_param: 100
m: 369
theta[1:]: [ 0.10992185  0.1673754   0.16132179  0.1106821   0.11323304 -0.04140743
  0.02630226  0.26261385  0.18575505]
L2 term: [ 0.02978912  0.04535919  0.04371864  0.02999515  0.03068646 -0.01122153
  0.00712798  0.07116907  0.05034012]
lambda_param: 100
m: 369
theta[1:]: [ 0.109936    0.16739213  0.16135084  0.11071861  0.11326244 -0.04142207
  0.02631345  0.26269279  0.18579362]
L2 term: [ 0.02979295  0.04536372  0.04372652  0.03000504  0.03069443 -0.01122549
  0.00713102  0.07119046  0.05035057]
lambda_param: 100
m: 369
theta[1:]: [ 0.10994986  0.16740855  0.16137925  0.11075444  0.11329107 -0.04143615
  0.02632449  0.26277005  0.18583137]
L2 term: [ 0.02979671  0.04536817  0.04373421  0.03001475  0.03070219 -0.01122931
  0.00713401  0.07121139  0.0503608 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.10996345  0.16742467  0.16140704  0.1107896   0.11331897 -0.04144967
  0.02633537  0.26284566  0.18586832]
L2 term: [ 0.02980039  0.04537254  0.04374175  0.03002428  0.03070975 -0.01123297
  0.00713696  0.07123189  0.05037082]
lambda_param: 100
m: 369
theta[1:]: [ 0.10997678  0.16744049  0.16143422  0.11082411  0.11334614 -0.04146268
  0.0263461   0.26291968  0.1859045 ]
L2 term: [ 0.02980401  0.04537683  0.04374911  0.03003363  0.03071711 -0.0112365
  0.00713986  0.07125195  0.05038062]
lambda_param: 100
m: 369
theta[1:]: [ 0.10998984  0.16745602  0.1614608   0.11085797  0.11337263 -0.04147518
  0.02635666  0.26299213  0.18593991]
L2 term: [ 0.02980755  0.04538103  0.04375632  0.03004281  0.03072429 -0.01123989
  0.00714273  0.07127158  0.05039022]
lambda_param: 100
m: 369
theta[1:]: [ 0.11000265  0.16747126  0.16148681  0.1108912   0.11339843 -0.0414872
  0.02636707  0.26306305  0.18597459]
L2 term: [ 0.02981102  0.04538517  0.04376336  0.03005181  0.03073128 -0.01124314
  0.00714555  0.0712908   0.05039962]
lambda_param: 100
m: 369
theta[1:]: [ 0.1100152   0.16748623  0.16151225  0.11092379  0.11342359 -0.04149877
  0.02637733  0.26313247  0.18600854]
L2 term: [ 0.02981442  0.04538922  0.04377026  0.03006065  0.0307381  -0.01124628
  0.00714833  0.07130961  0.05040882]
lambda_param: 100
m: 369
theta[1:]: [ 0.11002751  0.16750092  0.16153714  0.11095577  0.1134481  -0.04150988
  0.02638743  0.26320043  0.18604179]
L2 term: [ 0.02981775  0.0453932   0.043777    0.03006932  0.03074474 -0.01124929
  0.00715106  0.07132803  0.05041783]
lambda_param: 100
m: 369
theta[1:]: [ 0.11003957  0.16751534  0.16156148  0.11098715  0.113472   -0.04152058
  0.02639737  0.26326695  0.18607434]
L2 term: [ 0.02982102  0.04539711  0.0437836   0.03007782  0.03075122 -0.01125219
  0.00715376  0.07134606  0.05042665]
lambda_param: 100
m: 369
theta[1:]: [ 0.1100514   0.1675295   0.16158531  0.11101792  0.11349531 -0.04153087
  0.02640716  0.26333209  0.18610622]
L2 term: [ 0.02982423  0.04540095  0.04379006  0.03008616  0.03075754 -0.01125498
  0.00715641  0.07136371  0.05043529]
lambda_param: 100
m: 369
theta[1:]: [ 0.110063    0.16754341  0.16160861  0.11104811  0.11351803 -0.04154076
  0.0264168   0.26339585  0.18613745]
L2 term: [ 0.02982737  0.04540472  0.04379637  0.03009434  0.03076369 -0.01125766
  0.00715902  0.07138099  0.05044375]
lambda_param: 100
m: 369
theta[1:]: [ 0.11007437  0.16755706  0.16163142  0.11107773  0.11354018 -0.04155028
  0.02642629  0.26345828  0.18616802]
L2 term: [ 0.02983045  0.04540842  0.04380255  0.03010237  0.0307697  -0.01126024
  0.00716159  0.07139791  0.05045204]
lambda_param: 100
m: 369
theta[1:]: [ 0.11008552  0.16757046  0.16165374  0.11110677  0.11356179 -0.04155944
  0.02643562  0.2635194   0.18619797]
L2 term: [ 0.02983347  0.04541205  0.0438086   0.03011024  0.03077555 -0.01126272
  0.00716413  0.07141447  0.05046015]
lambda_param: 100
m: 369
theta[1:]: [ 0.11009645  0.16758362  0.16167557  0.11113526  0.11358287 -0.04156826
  0.02644481  0.26357925  0.1862273 ]
L2 term: [ 0.02983644  0.04541562  0.04381452  0.03011796  0.03078127 -0.01126511
  0.00716662  0.07143069  0.0504681 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11010716  0.16759655  0.16169694  0.1111632   0.11360343 -0.04157674
  0.02645385  0.26363784  0.18625603]
L2 term: [ 0.02983934  0.04541912  0.04382031  0.03012553  0.03078684 -0.01126741
  0.00716906  0.07144657  0.05047589]
lambda_param: 100
m: 369
theta[1:]: [ 0.11011766  0.16760923  0.16171785  0.1111906   0.11362349 -0.0415849
  0.02646274  0.26369522  0.18628418]
L2 term: [ 0.02984219  0.04542256  0.04382598  0.03013296  0.03079227 -0.01126962
  0.00717148  0.07146212  0.05048352]
lambda_param: 100
m: 369
theta[1:]: [ 0.11012796  0.16762169  0.16173832  0.11121748  0.11364306 -0.04159276
  0.02647149  0.2637514   0.18631174]
L2 term: [ 0.02984498  0.04542593  0.04383152  0.03014024  0.03079758 -0.01127175
  0.00717385  0.07147734  0.05049099]
lambda_param: 100
m: 369
theta[1:]: [ 0.11013806  0.16763392  0.16175835  0.11124383  0.11366215 -0.04160032
  0.0264801   0.26380641  0.18633875]
L2 term: [ 0.02984771  0.04542925  0.04383695  0.03014738  0.03080275 -0.0112738
  0.00717618  0.07149225  0.05049831]
lambda_param: 100
m: 369
theta[1:]: [ 0.11014796  0.16764594  0.16177795  0.11126967  0.11368079 -0.04160761
  0.02648856  0.26386027  0.1863652 ]
L2 term: [ 0.0298504   0.0454325   0.04384226  0.03015438  0.0308078  -0.01127577
  0.00717847  0.07150685  0.05050547]
lambda_param: 100
m: 369
theta[1:]: [ 0.11015767  0.16765773  0.16179714  0.11129501  0.11369897 -0.04161462
  0.02649688  0.26391302  0.18639112]
L2 term: [ 0.02985303  0.0454357   0.04384746  0.03016125  0.03081273 -0.01127767
  0.00718073  0.07152114  0.0505125 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11016718  0.16766931  0.16181592  0.11131986  0.11371672 -0.04162137
  0.02650507  0.26396468  0.18641651]
L2 term: [ 0.02985561  0.04543884  0.04385255  0.03016798  0.03081754 -0.0112795
  0.00718294  0.07153514  0.05051938]
lambda_param: 100
m: 369
theta[1:]: [ 0.11017651  0.16768068  0.16183431  0.11134422  0.11373405 -0.04162787
  0.02651311  0.26401527  0.18644138]
L2 term: [ 0.02985813  0.04544192  0.04385754  0.03017458  0.03082224 -0.01128127
  0.00718513  0.07154885  0.05052612]
lambda_param: 100
m: 369
theta[1:]: [ 0.11018566  0.16769185  0.1618523   0.11136811  0.11375096 -0.04163413
  0.02652102  0.26406481  0.18646575]
L2 term: [ 0.02986061  0.04544495  0.04386241  0.03018106  0.03082682 -0.01128296
  0.00718727  0.07156228  0.05053272]
lambda_param: 100
m: 369
theta[1:]: [ 0.11019463  0.16770281  0.16186992  0.11139152  0.11376748 -0.04164016
  0.0265288   0.26411332  0.18648963]
L2 term: [ 0.02986304  0.04544792  0.04386719  0.0301874   0.03083129 -0.0112846
  0.00718938  0.07157543  0.05053919]
lambda_param: 100
m: 369
theta[1:]: [ 0.11020342  0.16771358  0.16188716  0.11141449  0.1137836  -0.04164597
  0.02653644  0.26416084  0.18651302]
L2 term: [ 0.02986543  0.04545083  0.04387186  0.03019363  0.03083566 -0.01128617
  0.00719145  0.0715883   0.05054553]
lambda_param: 100
m: 369
theta[1:]: [ 0.11021204  0.16772415  0.16190404  0.111437    0.11379934 -0.04165157
  0.02654395  0.26420737  0.18653594]
L2 term: [ 0.02986776  0.0454537   0.04387643  0.03019973  0.03083993 -0.01128769
  0.00719348  0.07160091  0.05055175]
lambda_param: 100
m: 369
theta[1:]: [ 0.1102205   0.16773453  0.16192057  0.11145906  0.11381472 -0.04165696
  0.02655133  0.26425295  0.1865584 ]
L2 term: [ 0.02987005  0.04545651  0.04388091  0.03020571  0.0308441  -0.01128915
  0.00719548  0.07161327  0.05055783]
lambda_param: 100
m: 369
theta[1:]: [ 0.11022878  0.16774472  0.16193675  0.1114807   0.11382973 -0.04166215
  0.02655859  0.26429758  0.18658041]
L2 term: [ 0.0298723   0.04545927  0.0438853   0.03021157  0.03084817 -0.01129056
  0.00719745  0.07162536  0.0505638 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11023691  0.16775473  0.16195259  0.11150191  0.11384439 -0.04166716
  0.02656571  0.2643413   0.18660198]
L2 term: [ 0.0298745   0.04546199  0.04388959  0.03021732  0.03085214 -0.01129191
  0.00719938  0.07163721  0.05056964]
lambda_param: 100
m: 369
theta[1:]: [ 0.11024488  0.16776455  0.1619681   0.1115227   0.11385872 -0.04167198
  0.02657272  0.26438412  0.18662311]
L2 term: [ 0.02987666  0.04546465  0.04389379  0.03022295  0.03085602 -0.01129322
  0.00720128  0.07164881  0.05057537]
lambda_param: 100
m: 369
theta[1:]: [ 0.11025269  0.1677742   0.16198329  0.11154308  0.11387271 -0.04167663
  0.02657959  0.26442606  0.18664382]
L2 term: [ 0.02987878  0.04546726  0.04389791  0.03022848  0.03085981 -0.01129448
  0.00720314  0.07166018  0.05058098]
lambda_param: 100
m: 369
theta[1:]: [ 0.11026034  0.16778367  0.16199816  0.11156305  0.11388638 -0.04168112
  0.02658635  0.26446714  0.18666411]
L2 term: [ 0.02988085  0.04546983  0.04390194  0.03023389  0.03086352 -0.0112957
  0.00720497  0.07167131  0.05058648]
lambda_param: 100
m: 369
theta[1:]: [ 0.11026785  0.16779297  0.16201272  0.11158264  0.11389973 -0.04168544
  0.02659299  0.26450738  0.186684  ]
L2 term: [ 0.02988289  0.04547235  0.04390588  0.0302392   0.03086714 -0.01129687
  0.00720677  0.07168222  0.05059187]
lambda_param: 100
m: 369
theta[1:]: [ 0.11027521  0.16780211  0.16202697  0.11160183  0.11391278 -0.0416896
  0.02659951  0.26454679  0.18670348]
L2 term: [ 0.02988488  0.04547483  0.04390975  0.0302444   0.03087067 -0.011298
  0.00720854  0.0716929   0.05059715]
lambda_param: 100
m: 369
theta[1:]: [ 0.11028243  0.16781107  0.16204093  0.11162064  0.11392552 -0.04169362
  0.02660592  0.2645854   0.18672258]
L2 term: [ 0.02988684  0.04547726  0.04391353  0.0302495   0.03087413 -0.01129908
  0.00721028  0.07170336  0.05060233]
lambda_param: 100
m: 369
theta[1:]: [ 0.11028951  0.16781988  0.1620546   0.11163908  0.11393798 -0.04169749
  0.02661221  0.26462321  0.1867413 ]
L2 term: [ 0.02988876  0.04547964  0.04391724  0.03025449  0.0308775  -0.01130013
  0.00721198  0.07171361  0.0506074 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11029645  0.16782852  0.16206798  0.11165716  0.11395016 -0.04170123
  0.02661838  0.26466025  0.18675964]
L2 term: [ 0.02989064  0.04548198  0.04392086  0.03025939  0.0308808  -0.01130115
  0.00721365  0.07172365  0.05061237]
lambda_param: 100
m: 369
theta[1:]: [ 0.11030325  0.16783701  0.16208109  0.11167487  0.11396205 -0.04170483
  0.02662445  0.26469654  0.18677762]
L2 term: [ 0.02989248  0.04548428  0.04392442  0.03026419  0.03088403 -0.01130212
  0.0072153   0.07173348  0.05061724]
lambda_param: 100
m: 369
theta[1:]: [ 0.11030992  0.16784534  0.16209393  0.11169224  0.11397368 -0.04170831
  0.02663041  0.26473208  0.18679523]
L2 term: [ 0.02989429  0.04548654  0.04392789  0.0302689   0.03088718 -0.01130306
  0.00721691  0.07174311  0.05062201]
lambda_param: 100
m: 369
theta[1:]: [ 0.11031646  0.16785352  0.1621065   0.11170925  0.11398505 -0.04171166
  0.02663625  0.2647669   0.1868125 ]
L2 term: [ 0.02989606  0.04548876  0.0439313   0.03027351  0.03089026 -0.01130397
  0.0072185   0.07175255  0.05062669]
lambda_param: 100
m: 369
theta[1:]: [ 0.11032287  0.16786155  0.16211881  0.11172593  0.11399616 -0.0417149
  0.026642    0.26480101  0.18682942]
L2 term: [ 0.0298978   0.04549093  0.04393464  0.03027803  0.03089327 -0.01130485
  0.00722005  0.07176179  0.05063128]
lambda_param: 100
m: 369
theta[1:]: [ 0.11032915  0.16786943  0.16213087  0.11174227  0.11400702 -0.04171802
  0.02664763  0.26483442  0.18684601]
L2 term: [ 0.0298995   0.04549307  0.0439379   0.03028246  0.03089621 -0.0113057
  0.00722158  0.07177085  0.05063577]
lambda_param: 100
m: 369
theta[1:]: [ 0.11033532  0.16787717  0.16214268  0.11175829  0.11401764 -0.04172103
  0.02665317  0.26486716  0.18686226]
L2 term: [ 0.02990117  0.04549517  0.0439411   0.0302868   0.03089909 -0.01130651
  0.00722308  0.07177972  0.05064018]
lambda_param: 100
m: 369
theta[1:]: [ 0.11034136  0.16788477  0.16215424  0.11177399  0.11402802 -0.04172394
  0.0266586   0.26489922  0.18687819]
L2 term: [ 0.02990281  0.04549723  0.04394424  0.03029105  0.0309019  -0.0113073
  0.00722455  0.07178841  0.0506445 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11034728  0.16789223  0.16216557  0.11178937  0.11403817 -0.04172674
  0.02666393  0.26493064  0.18689381]
L2 term: [ 0.02990441  0.04549925  0.04394731  0.03029522  0.03090465 -0.01130806
  0.007226    0.07179692  0.05064873]
lambda_param: 100
m: 369
theta[1:]: [ 0.11035309  0.16789955  0.16217666  0.11180445  0.1140481  -0.04172945
  0.02666917  0.26496141  0.18690912]
L2 term: [ 0.02990599  0.04550123  0.04395032  0.03029931  0.03090734 -0.01130879
  0.00722742  0.07180526  0.05065288]
lambda_param: 100
m: 369
theta[1:]: [ 0.11035878  0.16790674  0.16218753  0.11181923  0.1140578  -0.04173207
  0.0266743   0.26499157  0.18692412]
L2 term: [ 0.02990753  0.04550318  0.04395326  0.03030331  0.03090997 -0.0113095
  0.00722881  0.07181343  0.05065694]
lambda_param: 100
m: 369
theta[1:]: [ 0.11036437  0.16791379  0.16219817  0.1118337   0.11406729 -0.04173459
  0.02667935  0.2650211   0.18693882]
L2 term: [ 0.02990904  0.04550509  0.04395614  0.03030724  0.03091254 -0.01131019
  0.00723018  0.07182144  0.05066093]
lambda_param: 100
m: 369
theta[1:]: [ 0.11036984  0.16792072  0.1622086   0.11184789  0.11407657 -0.04173703
  0.0266843   0.26505004  0.18695323]
L2 term: [ 0.02991053  0.04550697  0.04395897  0.03031108  0.03091506 -0.01131085
  0.00723152  0.07182928  0.05066483]
lambda_param: 100
m: 369
theta[1:]: [ 0.11037521  0.16792752  0.16221881  0.1118618   0.11408565 -0.04173938
  0.02668915  0.26507839  0.18696736]
L2 term: [ 0.02991198  0.04550881  0.04396174  0.03031485  0.03091752 -0.01131149
  0.00723283  0.07183696  0.05066866]
lambda_param: 100
m: 369
theta[1:]: [ 0.11038047  0.16793419  0.16222881  0.11187542  0.11409452 -0.04174166
  0.02669392  0.26510617  0.1869812 ]
L2 term: [ 0.02991341  0.04551062  0.04396445  0.03031854  0.03091993 -0.0113121
  0.00723412  0.07184449  0.05067241]
lambda_param: 100
m: 369
theta[1:]: [ 0.11038563  0.16794074  0.16223861  0.11188877  0.11410321 -0.04174385
  0.0266986   0.26513338  0.18699477]
L2 term: [ 0.0299148   0.0455124   0.0439671   0.03032216  0.03092228 -0.0113127
  0.00723539  0.07185187  0.05067609]
lambda_param: 100
m: 369
theta[1:]: [ 0.11039068  0.16794717  0.16224821  0.11190186  0.1141117  -0.04174597
  0.02670319  0.26516004  0.18700808]
L2 term: [ 0.02991617  0.04551414  0.0439697   0.03032571  0.03092458 -0.01131327
  0.00723664  0.07185909  0.0506797 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11039564  0.16795349  0.16225761  0.11191468  0.11412001 -0.04174802
  0.02670769  0.26518617  0.18702112]
L2 term: [ 0.02991752  0.04551585  0.04397225  0.03032918  0.03092683 -0.01131383
  0.00723786  0.07186617  0.05068323]
lambda_param: 100
m: 369
theta[1:]: [ 0.1104005   0.16795968  0.16226682  0.11192724  0.11412813 -0.04175
  0.02671211  0.26521176  0.1870339 ]
L2 term: [ 0.02991884  0.04551753  0.04397475  0.03033259  0.03092903 -0.01131436
  0.00723905  0.07187311  0.05068669]
lambda_param: 100
m: 369
theta[1:]: [ 0.11040527  0.16796576  0.16227584  0.11193955  0.11413608 -0.04175191
  0.02671644  0.26523684  0.18704642]
L2 term: [ 0.02992013  0.04551918  0.04397719  0.03033592  0.03093119 -0.01131488
  0.00724023  0.0718799   0.05069009]
lambda_param: 100
m: 369
theta[1:]: [ 0.11040994  0.16797173  0.16228467  0.11195161  0.11414386 -0.04175376
  0.0267207   0.2652614   0.1870587 ]
L2 term: [ 0.02992139  0.04552079  0.04397959  0.03033919  0.0309333  -0.01131538
  0.00724138  0.07188656  0.05069342]
lambda_param: 100
m: 369
theta[1:]: [ 0.11041452  0.16797759  0.16229333  0.11196343  0.11415147 -0.04175555
  0.02672487  0.26528548  0.18707074]
L2 term: [ 0.02992263  0.04552238  0.04398193  0.03034239  0.03093536 -0.01131587
  0.00724251  0.07189308  0.05069668]
lambda_param: 100
m: 369
theta[1:]: [ 0.11041901  0.16798334  0.16230181  0.11197502  0.11415891 -0.04175728
  0.02672897  0.26530906  0.18708254]
L2 term: [ 0.02992385  0.04552394  0.04398423  0.03034553  0.03093737 -0.01131634
  0.00724362  0.07189947  0.05069987]
lambda_param: 100
m: 369
theta[1:]: [ 0.11042341  0.16798898  0.16231012  0.11198636  0.1141662  -0.04175895
  0.02673298  0.26533217  0.1870941 ]
L2 term: [ 0.02992504  0.04552547  0.04398648  0.03034861  0.03093935 -0.01131679
  0.00724471  0.07190574  0.05070301]
lambda_param: 100
m: 369
theta[1:]: [ 0.11042773  0.16799452  0.16231826  0.11199748  0.11417332 -0.04176056
  0.02673692  0.26535481  0.18710544]
L2 term: [ 0.02992621  0.04552697  0.04398869  0.03035162  0.03094128 -0.01131723
  0.00724578  0.07191187  0.05070608]
lambda_param: 100
m: 369
theta[1:]: [ 0.11043196  0.16799995  0.16232623  0.11200838  0.1141803  -0.04176212
  0.02674079  0.265377    0.18711655]
L2 term: [ 0.02992736  0.04552844  0.04399085  0.03035457  0.03094317 -0.01131765
  0.00724683  0.07191789  0.05070909]
lambda_param: 100
m: 369
theta[1:]: [ 0.11043611  0.16800528  0.16233405  0.11201906  0.11418712 -0.04176363
  0.02674458  0.26539873  0.18712744]
L2 term: [ 0.02992849  0.04552989  0.04399297  0.03035747  0.03094502 -0.01131806
  0.00724785  0.07192378  0.05071204]
lambda_param: 100
m: 369
theta[1:]: [ 0.11044018  0.16801052  0.1623417   0.11202952  0.1141938  -0.04176509
  0.0267483   0.26542003  0.18713812]
L2 term: [ 0.02992959  0.04553131  0.04399504  0.0303603   0.03094683 -0.01131845
  0.00724886  0.07192955  0.05071494]
lambda_param: 100
m: 369
theta[1:]: [ 0.11044417  0.16801565  0.1623492   0.11203977  0.11420034 -0.0417665
  0.02675195  0.2654409   0.18714859]
L2 term: [ 0.02993067  0.0455327   0.04399707  0.03036308  0.0309486  -0.01131884
  0.00724985  0.0719352   0.05071777]
lambda_param: 100
m: 369
theta[1:]: [ 0.11044808  0.1680207   0.16235654  0.11204981  0.11420673 -0.04176787
  0.02675553  0.26546135  0.18715885]
L2 term: [ 0.02993173  0.04553406  0.04399906  0.0303658   0.03095033 -0.0113192
  0.00725082  0.07194075  0.05072055]
lambda_param: 100
m: 369
theta[1:]: [ 0.11045191  0.16802564  0.16236374  0.11205965  0.11421299 -0.04176919
  0.02675904  0.26548139  0.1871689 ]
L2 term: [ 0.02993277  0.0455354   0.04400101  0.03036847  0.03095203 -0.01131956
  0.00725177  0.07194618  0.05072328]
lambda_param: 100
m: 369
theta[1:]: [ 0.11045567  0.1680305   0.16237079  0.11206929  0.11421912 -0.04177046
  0.02676248  0.26550102  0.18717876]
L2 term: [ 0.02993378  0.04553672  0.04400292  0.03037108  0.03095369 -0.01131991
  0.00725271  0.0719515   0.05072595]
lambda_param: 100
m: 369
theta[1:]: [ 0.11045935  0.16803526  0.1623777   0.11207874  0.11422512 -0.0417717
  0.02676586  0.26552026  0.18718843]
L2 term: [ 0.02993478  0.04553801  0.0440048   0.03037364  0.03095532 -0.01132024
  0.00725362  0.07195671  0.05072857]
lambda_param: 100
m: 369
theta[1:]: [ 0.11046296  0.16803993  0.16238447  0.11208799  0.11423098 -0.0417729
  0.02676917  0.26553911  0.1871979 ]
L2 term: [ 0.02993576  0.04553928  0.04400663  0.03037615  0.03095691 -0.01132057
  0.00725452  0.07196182  0.05073114]
lambda_param: 100
m: 369
theta[1:]: [ 0.1104665   0.16804452  0.1623911   0.11209706  0.11423673 -0.04177405
  0.02677242  0.26555758  0.18720718]
L2 term: [ 0.02993672  0.04554052  0.04400843  0.03037861  0.03095846 -0.01132088
  0.0072554   0.07196682  0.05073365]
lambda_param: 100
m: 369
theta[1:]: [ 0.11046997  0.16804902  0.1623976   0.11210595  0.11424235 -0.04177517
  0.02677561  0.26557568  0.18721629]
L2 term: [ 0.02993766  0.04554174  0.04401019  0.03038102  0.03095999 -0.01132119
  0.00725626  0.07197173  0.05073612]
lambda_param: 100
m: 369
theta[1:]: [ 0.11047338  0.16805344  0.16240397  0.11211465  0.11424786 -0.04177626
  0.02677873  0.26559342  0.18722521]
L2 term: [ 0.02993858  0.04554294  0.04401191  0.03038337  0.03096148 -0.01132148
  0.00725711  0.07197654  0.05073854]
lambda_param: 100
m: 369
theta[1:]: [ 0.11047671  0.16805777  0.1624102   0.11212318  0.11425325 -0.04177731
  0.0267818   0.2656108   0.18723395]
L2 term: [ 0.02993949  0.04554411  0.04401361  0.03038569  0.03096294 -0.01132176
  0.00725794  0.07198125  0.05074091]
lambda_param: 100
m: 369
theta[1:]: [ 0.11047998  0.16806202  0.16241632  0.11213154  0.11425852 -0.04177833
  0.0267848   0.26562783  0.18724253]
L2 term: [ 0.02994037  0.04554526  0.04401526  0.03038795  0.03096437 -0.01132204
  0.00725875  0.07198586  0.05074323]
lambda_param: 100
m: 369
theta[1:]: [ 0.11048319  0.16806619  0.1624223   0.11213973  0.11426368 -0.04177931
  0.02678775  0.26564451  0.18725093]
L2 term: [ 0.02994124  0.04554639  0.04401688  0.03039017  0.03096577 -0.01132231
  0.00725955  0.07199038  0.05074551]
lambda_param: 100
m: 369
theta[1:]: [ 0.11048633  0.16807028  0.16242817  0.11214775  0.11426874 -0.04178026
  0.02679064  0.26566087  0.18725917]
L2 term: [ 0.02994209  0.0455475   0.04401847  0.03039234  0.03096714 -0.01132256
  0.00726034  0.07199481  0.05074774]
lambda_param: 100
m: 369
theta[1:]: [ 0.11048941  0.1680743   0.16243392  0.11215561  0.11427369 -0.04178119
  0.02679347  0.26567689  0.18726724]
L2 term: [ 0.02994293  0.04554859  0.04402003  0.03039447  0.03096848 -0.01132281
  0.0072611   0.07199916  0.05074993]
lambda_param: 100
m: 369
theta[1:]: [ 0.11049243  0.16807824  0.16243956  0.11216331  0.11427853 -0.04178208
  0.02679625  0.26569259  0.18727516]
L2 term: [ 0.02994375  0.04554966  0.04402156  0.03039656  0.03096979 -0.01132306
  0.00726186  0.07200341  0.05075208]
lambda_param: 100
m: 369
theta[1:]: [ 0.11049539  0.16808211  0.16244508  0.11217086  0.11428328 -0.04178294
  0.02679898  0.26570798  0.18728292]
L2 term: [ 0.02994455  0.04555071  0.04402306  0.03039861  0.03097108 -0.01132329
  0.0072626   0.07200758  0.05075418]
lambda_param: 100
m: 369
theta[1:]: [ 0.1104983   0.1680859   0.16245048  0.11217825  0.11428792 -0.04178378
  0.02680165  0.26572306  0.18729053]
L2 term: [ 0.02994534  0.04555173  0.04402452  0.03040061  0.03097234 -0.01132352
  0.00726332  0.07201167  0.05075624]
lambda_param: 100
m: 369
theta[1:]: [ 0.11050114  0.16808962  0.16245578  0.11218549  0.11429247 -0.0417846
  0.02680427  0.26573783  0.18729798]
L2 term: [ 0.02994611  0.04555274  0.04402596  0.03040257  0.03097357 -0.01132374
  0.00726403  0.07201567  0.05075826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11050393  0.16809327  0.16246098  0.11219259  0.11429693 -0.04178538
  0.02680684  0.26575231  0.18730529]
L2 term: [ 0.02994687  0.04555373  0.04402737  0.0304045   0.03097478 -0.01132395
  0.00726473  0.0720196   0.05076024]
lambda_param: 100
m: 369
theta[1:]: [ 0.11050667  0.16809685  0.16246607  0.11219954  0.11430129 -0.04178615
  0.02680936  0.2657665   0.18731246]
L2 term: [ 0.02994761  0.0455547   0.04402874  0.03040638  0.03097596 -0.01132416
  0.00726541  0.07202344  0.05076218]
lambda_param: 100
m: 369
theta[1:]: [ 0.11050935  0.16810036  0.16247105  0.11220636  0.11430556 -0.04178689
  0.02681183  0.2657804   0.18731948]
L2 term: [ 0.02994833  0.04555565  0.0440301   0.03040823  0.03097712 -0.01132436
  0.00726608  0.07202721  0.05076409]
lambda_param: 100
m: 369
theta[1:]: [ 0.11051198  0.16810381  0.16247594  0.11221303  0.11430974 -0.0417876
  0.02681425  0.26579403  0.18732636]
L2 term: [ 0.02994905  0.04555659  0.04403142  0.03041004  0.03097825 -0.01132455
  0.00726673  0.0720309   0.05076595]
lambda_param: 100
m: 369
theta[1:]: [ 0.11051455  0.16810719  0.16248073  0.11221957  0.11431383 -0.0417883
  0.02681662  0.26580738  0.18733311]
L2 term: [ 0.02994974  0.0455575   0.04403272  0.03041181  0.03097936 -0.01132474
  0.00726738  0.07203452  0.05076778]
lambda_param: 100
m: 369
theta[1:]: [ 0.11051708  0.16811051  0.16248542  0.11222598  0.11431784 -0.04178897
  0.02681895  0.26582046  0.18733973]
L2 term: [ 0.02995043  0.0455584   0.04403399  0.03041354  0.03098044 -0.01132492
  0.00726801  0.07203807  0.05076957]
lambda_param: 100
m: 369
theta[1:]: [ 0.11051956  0.16811376  0.16249002  0.11223225  0.11432176 -0.04178962
  0.02682123  0.26583329  0.18734621]
L2 term: [ 0.0299511   0.04555928  0.04403523  0.03041524  0.03098151 -0.0113251
  0.00726863  0.07204154  0.05077133]
lambda_param: 100
m: 369
theta[1:]: [ 0.11052198  0.16811695  0.16249452  0.1122384   0.11432561 -0.04179025
  0.02682347  0.26584585  0.18735257]
L2 term: [ 0.02995176  0.04556015  0.04403646  0.03041691  0.03098255 -0.01132527
  0.00726923  0.07204495  0.05077305]
lambda_param: 100
m: 369
theta[1:]: [ 0.11052436  0.16812008  0.16249894  0.11224443  0.11432937 -0.04179087
  0.02682566  0.26585816  0.1873588 ]
L2 term: [ 0.0299524   0.045561    0.04403765  0.03041854  0.03098357 -0.01132544
  0.00726983  0.07204828  0.05077474]
lambda_param: 100
m: 369
theta[1:]: [ 0.1105267   0.16812316  0.16250326  0.11225033  0.11433306 -0.04179146
  0.02682781  0.26587023  0.18736491]
L2 term: [ 0.02995303  0.04556183  0.04403882  0.03042014  0.03098457 -0.0113256
  0.00727041  0.07205155  0.0507764 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11052898  0.16812617  0.1625075   0.11225612  0.11433667 -0.04179204
  0.02682992  0.26588206  0.1873709 ]
L2 term: [ 0.02995365  0.04556265  0.04403997  0.03042171  0.03098555 -0.01132576
  0.00727098  0.07205476  0.05077802]
lambda_param: 100
m: 369
theta[1:]: [ 0.11053122  0.16812912  0.16251166  0.11226178  0.11434021 -0.0417926
  0.02683199  0.26589364  0.18737677]
L2 term: [ 0.02995426  0.04556345  0.0440411   0.03042325  0.03098651 -0.01132591
  0.00727154  0.0720579   0.05077961]
lambda_param: 100
m: 369
theta[1:]: [ 0.11053342  0.16813202  0.16251573  0.11226734  0.11434367 -0.04179314
  0.02683402  0.265905    0.18738252]
L2 term: [ 0.02995486  0.04556423  0.0440422   0.03042475  0.03098745 -0.01132605
  0.00727209  0.07206098  0.05078117]
lambda_param: 100
m: 369
theta[1:]: [ 0.11053558  0.16813487  0.16251972  0.11227278  0.11434706 -0.04179367
  0.02683601  0.26591613  0.18738816]
L2 term: [ 0.02995544  0.045565    0.04404328  0.03042623  0.03098836 -0.0113262
  0.00727263  0.07206399  0.0507827 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11053769  0.16813765  0.16252363  0.11227811  0.11435039 -0.04179418
  0.02683795  0.26592704  0.18739369]
L2 term: [ 0.02995601  0.04556576  0.04404434  0.03042767  0.03098926 -0.01132634
  0.00727316  0.07206695  0.0507842 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11053976  0.16814039  0.16252746  0.11228333  0.11435364 -0.04179468
  0.02683986  0.26593772  0.18739911]
L2 term: [ 0.02995657  0.0455665   0.04404538  0.03042909  0.03099015 -0.01132647
  0.00727368  0.07206984  0.05078567]
lambda_param: 100
m: 369
theta[1:]: [ 0.11054179  0.16814307  0.16253121  0.11228844  0.11435683 -0.04179516
  0.02684174  0.2659482   0.18740442]
L2 term: [ 0.02995712  0.04556723  0.0440464   0.03043047  0.03099101 -0.0113266
  0.00727418  0.07207268  0.0507871 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11054378  0.16814571  0.16253489  0.11229345  0.11435995 -0.04179562
  0.02684357  0.26595846  0.18740962]
L2 term: [ 0.02995766  0.04556794  0.0440474   0.03043183  0.03099186 -0.01132673
  0.00727468  0.07207546  0.05078852]
lambda_param: 100
m: 369
theta[1:]: [ 0.11054573  0.16814829  0.16253849  0.11229837  0.11436301 -0.04179608
  0.02684537  0.26596852  0.18741473]
L2 term: [ 0.02995819  0.04556864  0.04404837  0.03043316  0.03099269 -0.01132685
  0.00727517  0.07207819  0.0507899 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11054764  0.16815082  0.16254203  0.11230318  0.114366   -0.04179652
  0.02684713  0.26597838  0.18741973]
L2 term: [ 0.02995871  0.04556933  0.04404933  0.03043447  0.0309935  -0.01132697
  0.00727565  0.07208086  0.05079126]
lambda_param: 100
m: 369
theta[1:]: [ 0.11054951  0.1681533   0.16254549  0.11230789  0.11436894 -0.04179694
  0.02684886  0.26598804  0.18742464]
L2 term: [ 0.02995922  0.04557     0.04405027  0.03043574  0.03099429 -0.01132708
  0.00727611  0.07208348  0.05079258]
lambda_param: 100
m: 369
theta[1:]: [ 0.11055135  0.16815574  0.16254888  0.11231251  0.11437181 -0.04179736
  0.02685056  0.26599751  0.18742944]
L2 term: [ 0.02995972  0.04557066  0.04405119  0.03043699  0.03099507 -0.0113272
  0.00727657  0.07208605  0.05079389]
lambda_param: 100
m: 369
theta[1:]: [ 0.11055315  0.16815813  0.16255221  0.11231703  0.11437462 -0.04179776
  0.02685222  0.26600679  0.18743416]
L2 term: [ 0.0299602   0.04557131  0.04405209  0.03043822  0.03099583 -0.01132731
  0.00727702  0.07208856  0.05079516]
lambda_param: 100
m: 369
theta[1:]: [ 0.11055491  0.16816047  0.16255547  0.11232147  0.11437738 -0.04179815
  0.02685385  0.26601588  0.18743878]
L2 term: [ 0.02996068  0.04557194  0.04405297  0.03043942  0.03099658 -0.01132741
  0.00727747  0.07209102  0.05079642]
lambda_param: 100
m: 369
theta[1:]: [ 0.11055664  0.16816277  0.16255866  0.11232581  0.11438008 -0.04179853
  0.02685545  0.26602479  0.1874433 ]
L2 term: [ 0.02996115  0.04557257  0.04405384  0.0304406   0.03099731 -0.01132751
  0.0072779   0.07209344  0.05079764]
lambda_param: 100
m: 369
theta[1:]: [ 0.11055834  0.16816502  0.16256179  0.11233007  0.11438273 -0.0417989
  0.02685701  0.26603353  0.18744774]
L2 term: [ 0.02996161  0.04557318  0.04405469  0.03044175  0.03099803 -0.01132761
  0.00727832  0.07209581  0.05079885]
lambda_param: 100
m: 369
theta[1:]: [ 0.11056     0.16816723  0.16256486  0.11233424  0.11438532 -0.04179926
  0.02685855  0.26604208  0.18745209]
L2 term: [ 0.02996206  0.04557378  0.04405552  0.03044288  0.03099873 -0.01132771
  0.00727874  0.07209813  0.05080002]
lambda_param: 100
m: 369
theta[1:]: [ 0.11056163  0.1681694   0.16256786  0.11233832  0.11438786 -0.0417996
  0.02686005  0.26605047  0.18745636]
L2 term: [ 0.0299625   0.04557436  0.04405633  0.03044399  0.03099942 -0.01132781
  0.00727915  0.0721004   0.05080118]
lambda_param: 100
m: 369
theta[1:]: [ 0.11056323  0.16817152  0.16257081  0.11234232  0.11439034 -0.04179994
  0.02686152  0.26605869  0.18746054]
L2 term: [ 0.02996294  0.04557494  0.04405713  0.03044507  0.03100009 -0.0113279
  0.00727955  0.07210263  0.05080231]
lambda_param: 100
m: 369
theta[1:]: [ 0.1105648   0.16817361  0.16257369  0.11234624  0.11439278 -0.04180027
  0.02686297  0.26606675  0.18746463]
L2 term: [ 0.02996336  0.0455755   0.04405791  0.03044614  0.03100075 -0.01132799
  0.00727994  0.07210481  0.05080342]
lambda_param: 100
m: 369
theta[1:]: [ 0.11056633  0.16817565  0.16257652  0.11235009  0.11439517 -0.04180059
  0.02686439  0.26607464  0.18746865]
L2 term: [ 0.02996378  0.04557606  0.04405868  0.03044718  0.0310014  -0.01132807
  0.00728032  0.07210695  0.05080451]
lambda_param: 100
m: 369
theta[1:]: [ 0.11056784  0.16817766  0.16257929  0.11235385  0.11439751 -0.0418009
  0.02686577  0.26608238  0.18747259]
L2 term: [ 0.02996418  0.0455766   0.04405943  0.0304482   0.03100203 -0.01132816
  0.0072807   0.07210905  0.05080558]
lambda_param: 100
m: 369
theta[1:]: [ 0.11056931  0.16817962  0.16258201  0.11235754  0.1143998  -0.0418012
  0.02686714  0.26608996  0.18747645]
L2 term: [ 0.02996458  0.04557713  0.04406017  0.0304492   0.03100265 -0.01132824
  0.00728107  0.0721111   0.05080663]
lambda_param: 100
m: 369
theta[1:]: [ 0.11057076  0.16818155  0.16258467  0.11236115  0.11440204 -0.04180149
  0.02686847  0.2660974   0.18748023]
L2 term: [ 0.02996497  0.04557766  0.04406089  0.03045018  0.03100326 -0.01132832
  0.00728143  0.07211312  0.05080765]
lambda_param: 100
m: 369
theta[1:]: [ 0.11057217  0.16818344  0.16258728  0.11236469  0.11440424 -0.04180177
  0.02686978  0.26610468  0.18748394]
L2 term: [ 0.02996536  0.04557817  0.04406159  0.03045114  0.03100386 -0.01132839
  0.00728178  0.07211509  0.05080866]
lambda_param: 100
m: 369
theta[1:]: [ 0.11057356  0.1681853   0.16258984  0.11236816  0.11440639 -0.04180205
  0.02687106  0.26611182  0.18748757]
L2 term: [ 0.02996574  0.04557867  0.04406229  0.03045208  0.03100444 -0.01132847
  0.00728213  0.07211702  0.05080964]
lambda_param: 100
m: 369
theta[1:]: [ 0.11057493  0.16818711  0.16259235  0.11237156  0.1144085  -0.04180232
  0.02687232  0.26611881  0.18749114]
L2 term: [ 0.0299661   0.04557916  0.04406297  0.030453    0.03100501 -0.01132854
  0.00728247  0.07211892  0.05081061]
lambda_param: 100
m: 369
theta[1:]: [ 0.11057626  0.1681889   0.1625948   0.11237489  0.11441057 -0.04180258
  0.02687355  0.26612567  0.18749463]
L2 term: [ 0.02996647  0.04557965  0.04406363  0.0304539   0.03100557 -0.01132861
  0.0072828   0.07212078  0.05081155]
lambda_param: 100
m: 369
theta[1:]: [ 0.11057757  0.16819065  0.16259721  0.11237815  0.11441259 -0.04180283
  0.02687476  0.26613238  0.18749805]
L2 term: [ 0.02996682  0.04558012  0.04406428  0.03045478  0.03100612 -0.01132868
  0.00728313  0.0721226   0.05081248]
lambda_param: 100
m: 369
theta[1:]: [ 0.11057885  0.16819236  0.16259957  0.11238135  0.11441458 -0.04180308
  0.02687594  0.26613897  0.18750141]
L2 term: [ 0.02996717  0.04558059  0.04406492  0.03045565  0.03100666 -0.01132875
  0.00728345  0.07212438  0.05081339]
lambda_param: 100
m: 369
theta[1:]: [ 0.11058011  0.16819404  0.16260188  0.11238448  0.11441652 -0.04180332
  0.0268771   0.26614542  0.1875047 ]
L2 term: [ 0.02996751  0.04558104  0.04406555  0.0304565   0.03100719 -0.01132881
  0.00728377  0.07212613  0.05081428]
lambda_param: 100
m: 369
theta[1:]: [ 0.11058134  0.16819569  0.16260414  0.11238755  0.11441843 -0.04180355
  0.02687824  0.26615175  0.18750792]
L2 term: [ 0.02996784  0.04558149  0.04406616  0.03045733  0.0310077  -0.01132888
  0.00728407  0.07212784  0.05081515]
lambda_param: 100
m: 369
theta[1:]: [ 0.11058255  0.16819731  0.16260637  0.11239055  0.11442029 -0.04180378
  0.02687935  0.26615794  0.18751108]
L2 term: [ 0.02996817  0.04558193  0.04406677  0.03045814  0.03100821 -0.01132894
  0.00728438  0.07212952  0.05081601]
lambda_param: 100
m: 369
theta[1:]: [ 0.11058373  0.16819889  0.16260854  0.1123935   0.11442212 -0.041804
  0.02688044  0.26616402  0.18751418]
L2 term: [ 0.02996849  0.04558236  0.04406736  0.03045894  0.0310087  -0.011329
  0.00728467  0.07213117  0.05081685]
lambda_param: 100
m: 369
theta[1:]: [ 0.11058489  0.16820045  0.16261067  0.11239639  0.11442391 -0.04180422
  0.02688151  0.26616997  0.18751721]
L2 term: [ 0.02996881  0.04558278  0.04406793  0.03045973  0.03100919 -0.01132906
  0.00728496  0.07213278  0.05081767]
lambda_param: 100
m: 369
theta[1:]: [ 0.11058603  0.16820197  0.16261276  0.11239921  0.11442566 -0.04180442
  0.02688256  0.26617581  0.18752019]
L2 term: [ 0.02996911  0.04558319  0.0440685   0.03046049  0.03100967 -0.01132911
  0.00728525  0.07213436  0.05081848]
lambda_param: 100
m: 369
theta[1:]: [ 0.11058715  0.16820346  0.16261481  0.11240198  0.11442738 -0.04180463
  0.02688359  0.26618152  0.18752311]
L2 term: [ 0.02996942  0.04558359  0.04406905  0.03046124  0.03101013 -0.01132917
  0.00728553  0.07213591  0.05081927]
lambda_param: 100
m: 369
theta[1:]: [ 0.11058824  0.16820493  0.16261682  0.1124047   0.11442907 -0.04180483
  0.0268846   0.26618713  0.18752597]
L2 term: [ 0.02996971  0.04558399  0.0440696   0.03046198  0.03101059 -0.01132922
  0.0072858   0.07213743  0.05082005]
lambda_param: 100
m: 369
theta[1:]: [ 0.11058931  0.16820637  0.16261879  0.11240736  0.11443072 -0.04180502
  0.02688559  0.26619262  0.18752877]
L2 term: [ 0.02997     0.04558438  0.04407013  0.0304627   0.03101103 -0.01132927
  0.00728607  0.07213892  0.0508208 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11059036  0.16820778  0.16262072  0.11240996  0.11443234 -0.0418052
  0.02688656  0.266198    0.18753152]
L2 term: [ 0.02997029  0.04558476  0.04407065  0.0304634   0.03101147 -0.01132932
  0.00728633  0.07214038  0.05082155]
lambda_param: 100
m: 369
theta[1:]: [ 0.11059139  0.16820916  0.16262261  0.11241252  0.11443392 -0.04180539
  0.0268875   0.26620328  0.18753421]
L2 term: [ 0.02997057  0.04558514  0.04407117  0.0304641   0.0310119  -0.01132937
  0.00728659  0.07214181  0.05082228]
lambda_param: 100
m: 369
theta[1:]: [ 0.1105924   0.16821051  0.16262446  0.11241502  0.11443547 -0.04180556
  0.02688844  0.26620845  0.18753685]
L2 term: [ 0.02997084  0.0455855   0.04407167  0.03046477  0.03101232 -0.01132942
  0.00728684  0.07214321  0.05082299]
lambda_param: 100
m: 369
theta[1:]: [ 0.11059339  0.16821184  0.16262627  0.11241747  0.11443699 -0.04180574
  0.02688935  0.26621352  0.18753944]
L2 term: [ 0.02997111  0.04558586  0.04407216  0.03046544  0.03101274 -0.01132947
  0.00728709  0.07214458  0.0508237 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11059436  0.16821314  0.16262805  0.11241987  0.11443848 -0.0418059
  0.02689024  0.26621848  0.18754197]
L2 term: [ 0.02997137  0.04558622  0.04407264  0.03046609  0.03101314 -0.01132951
  0.00728733  0.07214593  0.05082438]
lambda_param: 100
m: 369
theta[1:]: [ 0.11059531  0.16821442  0.1626298   0.11242222  0.11443995 -0.04180607
  0.02689112  0.26622335  0.18754446]
L2 term: [ 0.02997163  0.04558656  0.04407312  0.03046673  0.03101354 -0.01132956
  0.00728757  0.07214725  0.05082506]
lambda_param: 100
m: 369
theta[1:]: [ 0.11059624  0.16821567  0.1626315   0.11242453  0.11444138 -0.04180623
  0.02689198  0.26622812  0.18754689]
L2 term: [ 0.02997188  0.0455869   0.04407358  0.03046735  0.03101392 -0.0113296
  0.0072878   0.07214854  0.05082572]
lambda_param: 100
m: 369
theta[1:]: [ 0.11059715  0.1682169   0.16263318  0.11242679  0.11444278 -0.04180638
  0.02689282  0.26623279  0.18754928]
L2 term: [ 0.02997213  0.04558723  0.04407403  0.03046796  0.0310143  -0.01132964
  0.00728803  0.07214981  0.05082636]
lambda_param: 100
m: 369
theta[1:]: [ 0.11059805  0.1682181   0.16263482  0.112429    0.11444415 -0.04180653
  0.02689364  0.26623737  0.18755162]
L2 term: [ 0.02997237  0.04558756  0.04407448  0.03046856  0.03101468 -0.01132968
  0.00728825  0.07215105  0.050827  ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11059893  0.16821928  0.16263643  0.11243117  0.1144455  -0.04180668
  0.02689445  0.26624186  0.18755392]
L2 term: [ 0.02997261  0.04558788  0.04407491  0.03046915  0.03101504 -0.01132972
  0.00728847  0.07215227  0.05082762]
lambda_param: 100
m: 369
theta[1:]: [ 0.11059979  0.16822044  0.162638    0.11243329  0.11444682 -0.04180682
  0.02689524  0.26624626  0.18755617]
L2 term: [ 0.02997284  0.04558819  0.04407534  0.03046973  0.0310154  -0.01132976
  0.00728868  0.07215346  0.05082823]
lambda_param: 100
m: 369
theta[1:]: [ 0.11060063  0.16822157  0.16263955  0.11243537  0.11444811 -0.04180696
  0.02689602  0.26625058  0.18755837]
L2 term: [ 0.02997307  0.0455885   0.04407576  0.03047029  0.03101575 -0.0113298
  0.00728889  0.07215463  0.05082883]
lambda_param: 100
m: 369
theta[1:]: [ 0.11060146  0.16822268  0.16264106  0.11243741  0.11444938 -0.04180709
  0.02689678  0.2662548   0.18756053]
L2 term: [ 0.02997329  0.0455888   0.04407617  0.03047084  0.03101609 -0.01132984
  0.0072891   0.07215577  0.05082941]
lambda_param: 100
m: 369
theta[1:]: [ 0.11060227  0.16822377  0.16264255  0.11243941  0.11445062 -0.04180723
  0.02689753  0.26625895  0.18756265]
L2 term: [ 0.02997351  0.0455891   0.04407657  0.03047139  0.03101643 -0.01132987
  0.0072893   0.0721569   0.05082999]
lambda_param: 100
m: 369
theta[1:]: [ 0.11060306  0.16822484  0.162644    0.11244137  0.11445183 -0.04180736
  0.02689826  0.26626301  0.18756472]
L2 term: [ 0.02997373  0.04558939  0.04407697  0.03047192  0.03101676 -0.01132991
  0.0072895   0.072158    0.05083055]
lambda_param: 100
m: 369
theta[1:]: [ 0.11060384  0.16822589  0.16264543  0.11244329  0.11445302 -0.04180748
  0.02689897  0.26626699  0.18756676]
L2 term: [ 0.02997394  0.04558967  0.04407735  0.03047244  0.03101708 -0.01132994
  0.00728969  0.07215907  0.0508311 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106046   0.16822692  0.16264682  0.11244517  0.11445419 -0.0418076
  0.02689968  0.26627089  0.18756875]
L2 term: [ 0.02997415  0.04558995  0.04407773  0.03047295  0.0310174  -0.01132997
  0.00728989  0.07216013  0.05083164]
lambda_param: 100
m: 369
theta[1:]: [ 0.11060535  0.16822792  0.16264819  0.11244701  0.11445534 -0.04180772
  0.02690036  0.26627471  0.18757071]
L2 term: [ 0.02997435  0.04559022  0.0440781   0.03047344  0.03101771 -0.01133001
  0.00729007  0.07216117  0.05083217]
lambda_param: 100
m: 369
theta[1:]: [ 0.11060608  0.16822891  0.16264954  0.11244882  0.11445646 -0.04180784
  0.02690104  0.26627845  0.18757262]
L2 term: [ 0.02997455  0.04559049  0.04407846  0.03047393  0.03101801 -0.01133004
  0.00729025  0.07216218  0.05083269]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106068   0.16822988  0.16265085  0.11245058  0.11445756 -0.04180795
  0.0269017   0.26628213  0.1875745 ]
L2 term: [ 0.02997474  0.04559075  0.04407882  0.03047441  0.03101831 -0.01133007
  0.00729043  0.07216318  0.0508332 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106075   0.16823083  0.16265214  0.11245232  0.11445863 -0.04180806
  0.02690235  0.26628572  0.18757634]
L2 term: [ 0.02997493  0.04559101  0.04407917  0.03047488  0.0310186  -0.0113301
  0.00729061  0.07216415  0.0508337 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11060819  0.16823176  0.1626534   0.11245401  0.11445969 -0.04180817
  0.02690298  0.26628925  0.18757815]
L2 term: [ 0.02997512  0.04559126  0.04407951  0.03047534  0.03101889 -0.01133013
  0.00729078  0.07216511  0.05083419]
lambda_param: 100
m: 369
theta[1:]: [ 0.11060887  0.16823267  0.16265464  0.11245568  0.11446072 -0.04180827
  0.02690361  0.26629271  0.18757992]
L2 term: [ 0.0299753   0.04559151  0.04407985  0.03047579  0.03101917 -0.01133015
  0.00729095  0.07216604  0.05083467]
lambda_param: 100
m: 369
theta[1:]: [ 0.11060953  0.16823357  0.16265585  0.11245731  0.11446173 -0.04180837
  0.02690422  0.26629609  0.18758165]
L2 term: [ 0.02997548  0.04559175  0.04408018  0.03047624  0.03101944 -0.01133018
  0.00729112  0.07216696  0.05083514]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061018  0.16823444  0.16265704  0.11245891  0.11446273 -0.04180847
  0.02690482  0.26629941  0.18758335]
L2 term: [ 0.02997566  0.04559199  0.0440805   0.03047667  0.03101971 -0.01133021
  0.00729128  0.07216786  0.0508356 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061082  0.1682353   0.16265821  0.11246047  0.1144637  -0.04180857
  0.0269054   0.26630267  0.18758501]
L2 term: [ 0.02997583  0.04559222  0.04408082  0.03047709  0.03101997 -0.01133024
  0.00729144  0.07216874  0.05083605]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061144  0.16823615  0.16265935  0.112462    0.11446465 -0.04180866
  0.02690598  0.26630586  0.18758664]
L2 term: [ 0.029976    0.04559245  0.04408113  0.03047751  0.03102023 -0.01133026
  0.00729159  0.07216961  0.05083649]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061205  0.16823697  0.16266047  0.11246351  0.11446559 -0.04180875
  0.02690654  0.26630898  0.18758824]
L2 term: [ 0.02997617  0.04559268  0.04408143  0.03047791  0.03102048 -0.01133029
  0.00729174  0.07217046  0.05083692]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061265  0.16823778  0.16266157  0.11246498  0.1144665  -0.04180884
  0.02690709  0.26631204  0.18758981]
L2 term: [ 0.02997633  0.04559289  0.04408173  0.03047831  0.03102073 -0.01133031
  0.00729189  0.07217129  0.05083735]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061324  0.16823858  0.16266264  0.11246642  0.1144674  -0.04180893
  0.02690763  0.26631505  0.18759135]
L2 term: [ 0.02997649  0.04559311  0.04408202  0.0304787   0.03102098 -0.01133033
  0.00729204  0.0721721   0.05083776]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061382  0.16823935  0.1626637   0.11246783  0.11446828 -0.04180901
  0.02690816  0.26631799  0.18759286]
L2 term: [ 0.02997664  0.04559332  0.0440823   0.03047909  0.03102121 -0.01133036
  0.00729218  0.0721729   0.05083817]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061438  0.16824012  0.16266473  0.11246922  0.11446914 -0.0418091
  0.02690868  0.26632087  0.18759433]
L2 term: [ 0.0299768   0.04559353  0.04408258  0.03047946  0.03102145 -0.01133038
  0.00729233  0.07217368  0.05083857]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061493  0.16824086  0.16266574  0.11247058  0.11446998 -0.04180918
  0.02690919  0.2663237   0.18759578]
L2 term: [ 0.02997695  0.04559373  0.04408286  0.03047983  0.03102168 -0.0113304
  0.00729246  0.07217444  0.05083896]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061548  0.1682416   0.16266674  0.1124719   0.11447081 -0.04180926
  0.02690969  0.26632647  0.1875972 ]
L2 term: [ 0.02997709  0.04559393  0.04408313  0.03048019  0.0310219  -0.01133042
  0.0072926   0.07217519  0.05083935]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061601  0.16824232  0.16266771  0.11247321  0.11447162 -0.04180933
  0.02691018  0.26632918  0.18759859]
L2 term: [ 0.02997724  0.04559412  0.04408339  0.03048054  0.03102212 -0.01133044
  0.00729273  0.07217593  0.05083973]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061653  0.16824302  0.16266866  0.11247448  0.11447241 -0.04180941
  0.02691066  0.26633184  0.18759995]
L2 term: [ 0.02997738  0.04559431  0.04408365  0.03048089  0.03102233 -0.01133046
  0.00729286  0.07217665  0.05084009]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061704  0.16824371  0.16266959  0.11247573  0.11447319 -0.04180948
  0.02691113  0.26633445  0.18760129]
L2 term: [ 0.02997752  0.0455945   0.0440839   0.03048123  0.03102255 -0.01133048
  0.00729299  0.07217736  0.05084046]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061754  0.16824439  0.16267051  0.11247696  0.11447396 -0.04180955
  0.02691159  0.266337    0.1876026 ]
L2 term: [ 0.02997765  0.04559469  0.04408415  0.03048156  0.03102275 -0.0113305
  0.00729311  0.07217805  0.05084081]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061803  0.16824505  0.16267141  0.11247816  0.1144747  -0.04180962
  0.02691204  0.26633951  0.18760388]
L2 term: [ 0.02997779  0.04559487  0.04408439  0.03048189  0.03102295 -0.01133052
  0.00729324  0.07217873  0.05084116]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061851  0.1682457   0.16267229  0.11247934  0.11447544 -0.04180969
  0.02691248  0.26634196  0.18760514]
L2 term: [ 0.02997792  0.04559504  0.04408463  0.03048221  0.03102315 -0.01133054
  0.00729336  0.07217939  0.0508415 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061898  0.16824634  0.16267315  0.11248049  0.11447615 -0.04180976
  0.02691291  0.26634437  0.18760637]
L2 term: [ 0.02997804  0.04559521  0.04408486  0.03048252  0.03102335 -0.01133056
  0.00729347  0.07218005  0.05084183]
lambda_param: 100
m: 369
theta[1:]: [ 0.11061945  0.16824697  0.16267399  0.11248162  0.11447686 -0.04180982
  0.02691334  0.26634673  0.18760758]
L2 term: [ 0.02997817  0.04559538  0.04408509  0.03048282  0.03102354 -0.01133057
  0.00729359  0.07218068  0.05084216]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106199   0.16824758  0.16267482  0.11248273  0.11447755 -0.04180988
  0.02691376  0.26634904  0.18760876]
L2 term: [ 0.02997829  0.04559555  0.04408532  0.03048312  0.03102373 -0.01133059
  0.0072937   0.07218131  0.05084248]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062034  0.16824818  0.16267563  0.11248381  0.11447822 -0.04180995
  0.02691416  0.2663513   0.18760992]
L2 term: [ 0.02997841  0.04559571  0.04408554  0.03048342  0.03102391 -0.01133061
  0.00729381  0.07218192  0.0508428 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062078  0.16824877  0.16267643  0.11248488  0.11447888 -0.04181
  0.02691456  0.26635352  0.18761106]
L2 term: [ 0.02997853  0.04559587  0.04408575  0.03048371  0.03102409 -0.01133062
  0.00729392  0.07218253  0.05084311]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106212   0.16824935  0.16267721  0.11248592  0.11447953 -0.04181006
  0.02691496  0.2663557   0.18761217]
L2 term: [ 0.02997865  0.04559603  0.04408596  0.03048399  0.03102426 -0.01133064
  0.00729403  0.07218312  0.05084341]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062162  0.16824991  0.16267797  0.11248694  0.11448017 -0.04181012
  0.02691534  0.26635783  0.18761327]
L2 term: [ 0.02997876  0.04559618  0.04408617  0.03048427  0.03102444 -0.01133066
  0.00729413  0.07218369  0.0508437 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062203  0.16825047  0.16267872  0.11248794  0.11448079 -0.04181018
  0.02691572  0.26635992  0.18761434]
L2 term: [ 0.02997887  0.04559633  0.04408637  0.03048454  0.0310246  -0.01133067
  0.00729423  0.07218426  0.05084399]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062243  0.16825101  0.16267945  0.11248892  0.1144814  -0.04181023
  0.02691608  0.26636197  0.18761539]
L2 term: [ 0.02997898  0.04559648  0.04408657  0.0304848   0.03102477 -0.01133069
  0.00729433  0.07218482  0.05084428]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062283  0.16825155  0.16268017  0.11248988  0.114482   -0.04181028
  0.02691645  0.26636398  0.18761642]
L2 term: [ 0.02997909  0.04559663  0.04408677  0.03048506  0.03102493 -0.0113307
  0.00729443  0.07218536  0.05084456]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062321  0.16825207  0.16268088  0.11249082  0.11448259 -0.04181033
  0.0269168   0.26636594  0.18761742]
L2 term: [ 0.02997919  0.04559677  0.04408696  0.03048532  0.03102509 -0.01133071
  0.00729453  0.07218589  0.05084483]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062359  0.16825258  0.16268157  0.11249174  0.11448316 -0.04181039
  0.02691715  0.26636787  0.18761841]
L2 term: [ 0.02997929  0.04559691  0.04408715  0.03048557  0.03102525 -0.01133073
  0.00729462  0.07218641  0.0508451 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062396  0.16825308  0.16268224  0.11249264  0.11448372 -0.04181043
  0.02691749  0.26636976  0.18761938]
L2 term: [ 0.02997939  0.04559704  0.04408733  0.03048581  0.0310254  -0.01133074
  0.00729471  0.07218693  0.05084536]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062432  0.16825358  0.16268291  0.11249353  0.11448428 -0.04181048
  0.02691782  0.26637161  0.18762033]
L2 term: [ 0.02997949  0.04559718  0.04408751  0.03048605  0.03102555 -0.01133075
  0.0072948   0.07218743  0.05084562]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062468  0.16825406  0.16268356  0.1124944   0.11448482 -0.04181053
  0.02691815  0.26637343  0.18762126]
L2 term: [ 0.02997959  0.04559731  0.04408769  0.03048629  0.0310257  -0.01133077
  0.00729489  0.07218792  0.05084587]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062503  0.16825453  0.1626842   0.11249525  0.11448535 -0.04181058
  0.02691847  0.26637521  0.18762217]
L2 term: [ 0.02997968  0.04559743  0.04408786  0.03048652  0.03102584 -0.01133078
  0.00729498  0.0721884   0.05084612]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062537  0.168255    0.16268482  0.11249608  0.11448587 -0.04181062
  0.02691878  0.26637695  0.18762307]
L2 term: [ 0.02997978  0.04559756  0.04408803  0.03048674  0.03102598 -0.01133079
  0.00729506  0.07218888  0.05084636]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062571  0.16825545  0.16268543  0.1124969   0.11448638 -0.04181066
  0.02691909  0.26637866  0.18762394]
L2 term: [ 0.02997987  0.04559768  0.04408819  0.03048696  0.03102612 -0.0113308
  0.00729515  0.07218934  0.0508466 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062603  0.1682559   0.16268603  0.1124977   0.11448688 -0.04181071
  0.02691939  0.26638033  0.1876248 ]
L2 term: [ 0.02997995  0.0455978   0.04408836  0.03048718  0.03102625 -0.01133081
  0.00729523  0.07218979  0.05084683]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062636  0.16825633  0.16268662  0.11249848  0.11448736 -0.04181075
  0.02691969  0.26638198  0.18762564]
L2 term: [ 0.02998004  0.04559792  0.04408852  0.03048739  0.03102639 -0.01133083
  0.00729531  0.07219024  0.05084706]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062667  0.16825676  0.1626872   0.11249925  0.11448784 -0.04181079
  0.02691998  0.26638358  0.18762647]
L2 term: [ 0.02998013  0.04559804  0.04408867  0.0304876   0.03102652 -0.01133084
  0.00729539  0.07219067  0.05084728]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062698  0.16825718  0.16268776  0.1125      0.11448831 -0.04181083
  0.02692026  0.26638516  0.18762728]
L2 term: [ 0.02998021  0.04559815  0.04408882  0.0304878   0.03102664 -0.01133085
  0.00729546  0.0721911   0.0508475 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062728  0.16825759  0.16268832  0.11250074  0.11448877 -0.04181087
  0.02692054  0.26638671  0.18762807]
L2 term: [ 0.02998029  0.04559826  0.04408897  0.030488    0.03102677 -0.01133086
  0.00729554  0.07219152  0.05084772]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062758  0.168258    0.16268886  0.11250146  0.11448922 -0.0418109
  0.02692081  0.26638822  0.18762885]
L2 term: [ 0.02998037  0.04559837  0.04408912  0.0304882   0.03102689 -0.01133087
  0.00729561  0.07219193  0.05084793]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062787  0.16825839  0.16268939  0.11250217  0.11448967 -0.04181094
  0.02692108  0.2663897   0.18762961]
L2 term: [ 0.02998045  0.04559848  0.04408927  0.03048839  0.03102701 -0.01133088
  0.00729569  0.07219233  0.05084813]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062816  0.16825878  0.16268991  0.11250286  0.1144901  -0.04181098
  0.02692134  0.26639116  0.18763036]
L2 term: [ 0.02998053  0.04559858  0.04408941  0.03048858  0.03102713 -0.01133089
  0.00729576  0.07219273  0.05084833]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062844  0.16825916  0.16269042  0.11250354  0.11449052 -0.04181101
  0.0269216   0.26639259  0.18763109]
L2 term: [ 0.02998061  0.04559869  0.04408955  0.03048876  0.03102724 -0.0113309
  0.00729583  0.07219311  0.05084853]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062871  0.16825953  0.16269092  0.11250421  0.11449094 -0.04181105
  0.02692185  0.26639398  0.1876318 ]
L2 term: [ 0.02998068  0.04559879  0.04408968  0.03048894  0.03102735 -0.01133091
  0.00729589  0.07219349  0.05084873]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062898  0.16825989  0.16269141  0.11250486  0.11449135 -0.04181108
  0.0269221   0.26639535  0.18763251]
L2 term: [ 0.02998075  0.04559889  0.04408981  0.03048912  0.03102747 -0.01133092
  0.00729596  0.07219386  0.05084892]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062924  0.16826025  0.16269189  0.1125055   0.11449175 -0.04181111
  0.02692234  0.26639669  0.18763319]
L2 term: [ 0.02998082  0.04559898  0.04408994  0.0304893   0.03102757 -0.01133093
  0.00729603  0.07219423  0.0508491 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106295   0.1682606   0.16269237  0.11250613  0.11449214 -0.04181115
  0.02692258  0.26639801  0.18763387]
L2 term: [ 0.02998089  0.04559908  0.04409007  0.03048946  0.03102768 -0.01133093
  0.00729609  0.07219458  0.05084929]
lambda_param: 100
m: 369
theta[1:]: [ 0.11062975  0.16826095  0.16269283  0.11250674  0.11449252 -0.04181118
  0.02692281  0.2663993   0.18763453]
L2 term: [ 0.02998096  0.04559917  0.0440902   0.03048963  0.03102778 -0.01133094
  0.00729615  0.07219493  0.05084947]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063     0.16826128  0.16269328  0.11250734  0.1144929  -0.04181121
  0.02692304  0.26640056  0.18763518]
L2 term: [ 0.02998103  0.04559926  0.04409032  0.03048979  0.03102789 -0.01133095
  0.00729622  0.07219527  0.05084964]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063025  0.16826161  0.16269372  0.11250793  0.11449327 -0.04181124
  0.02692326  0.2664018   0.18763581]
L2 term: [ 0.0299811   0.04559935  0.04409044  0.03048995  0.03102799 -0.01133096
  0.00729628  0.07219561  0.05084981]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063048  0.16826194  0.16269416  0.11250851  0.11449363 -0.04181127
  0.02692348  0.26640302  0.18763644]
L2 term: [ 0.02998116  0.04559944  0.04409056  0.03049011  0.03102808 -0.01133097
  0.00729634  0.07219594  0.05084998]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063072  0.16826225  0.16269459  0.11250908  0.11449398 -0.04181129
  0.02692369  0.26640421  0.18763705]
L2 term: [ 0.02998122  0.04559953  0.04409067  0.03049026  0.03102818 -0.01133097
  0.00729639  0.07219626  0.05085015]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063095  0.16826256  0.162695    0.11250963  0.11449433 -0.04181132
  0.0269239   0.26640537  0.18763765]
L2 term: [ 0.02998129  0.04559961  0.04409079  0.03049041  0.03102827 -0.01133098
  0.00729645  0.07219658  0.05085031]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063117  0.16826287  0.16269541  0.11251017  0.11449467 -0.04181135
  0.02692411  0.26640651  0.18763823]
L2 term: [ 0.02998135  0.04559969  0.0440909   0.03049056  0.03102837 -0.01133099
  0.00729651  0.07219689  0.05085047]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063139  0.16826317  0.16269581  0.11251071  0.114495   -0.04181138
  0.02692431  0.26640763  0.18763881]
L2 term: [ 0.02998141  0.04559977  0.04409101  0.03049071  0.03102846 -0.011331
  0.00729656  0.07219719  0.05085063]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063161  0.16826346  0.16269621  0.11251123  0.11449533 -0.0418114
  0.02692451  0.26640873  0.18763937]
L2 term: [ 0.02998146  0.04559985  0.04409111  0.03049085  0.03102854 -0.011331
  0.00729661  0.07219749  0.05085078]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063182  0.16826375  0.16269659  0.11251174  0.11449565 -0.04181143
  0.0269247   0.26640981  0.18763992]
L2 term: [ 0.02998152  0.04559993  0.04409122  0.03049099  0.03102863 -0.01133101
  0.00729667  0.07219778  0.05085093]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063202  0.16826403  0.16269697  0.11251224  0.11449596 -0.04181145
  0.02692489  0.26641086  0.18764046]
L2 term: [ 0.02998158  0.04560001  0.04409132  0.03049112  0.03102872 -0.01133102
  0.00729672  0.07219807  0.05085107]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063223  0.1682643   0.16269734  0.11251273  0.11449627 -0.04181148
  0.02692508  0.2664119   0.18764099]
L2 term: [ 0.02998163  0.04560008  0.04409142  0.03049126  0.0310288  -0.01133102
  0.00729677  0.07219835  0.05085122]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063243  0.16826458  0.1626977   0.11251322  0.11449657 -0.0418115
  0.02692526  0.26641291  0.18764151]
L2 term: [ 0.02998169  0.04560016  0.04409152  0.03049139  0.03102888 -0.01133103
  0.00729682  0.07219862  0.05085136]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063262  0.16826484  0.16269806  0.11251369  0.11449687 -0.04181152
  0.02692544  0.2664139   0.18764202]
L2 term: [ 0.02998174  0.04560023  0.04409161  0.03049151  0.03102896 -0.01133104
  0.00729687  0.07219889  0.0508515 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063281  0.1682651   0.16269841  0.11251415  0.11449716 -0.04181155
  0.02692561  0.26641487  0.18764252]
L2 term: [ 0.02998179  0.0456003   0.04409171  0.03049164  0.03102904 -0.01133104
  0.00729691  0.07219915  0.05085163]
lambda_param: 100
m: 369
theta[1:]: [ 0.110633    0.16826535  0.16269875  0.1125146   0.11449744 -0.04181157
  0.02692578  0.26641583  0.18764301]
L2 term: [ 0.02998184  0.04560037  0.0440918   0.03049176  0.03102912 -0.01133105
  0.00729696  0.07219941  0.05085176]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063318  0.1682656   0.16269908  0.11251505  0.11449772 -0.04181159
  0.02692595  0.26641676  0.18764349]
L2 term: [ 0.02998189  0.04560043  0.04409189  0.03049188  0.03102919 -0.01133105
  0.00729701  0.07219966  0.05085189]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063336  0.16826585  0.16269941  0.11251548  0.11449799 -0.04181161
  0.02692612  0.26641768  0.18764396]
L2 term: [ 0.02998194  0.0456005   0.04409198  0.030492    0.03102927 -0.01133106
  0.00729705  0.07219991  0.05085202]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063354  0.16826609  0.16269973  0.11251591  0.11449826 -0.04181163
  0.02692628  0.26641858  0.18764442]
L2 term: [ 0.02998199  0.04560057  0.04409207  0.03049212  0.03102934 -0.01133107
  0.00729709  0.07220016  0.05085215]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063371  0.16826632  0.16270005  0.11251633  0.11449852 -0.04181165
  0.02692644  0.26641946  0.18764487]
L2 term: [ 0.02998204  0.04560063  0.04409215  0.03049223  0.03102941 -0.01133107
  0.00729714  0.07220039  0.05085227]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063388  0.16826655  0.16270036  0.11251674  0.11449877 -0.04181167
  0.02692659  0.26642032  0.18764532]
L2 term: [ 0.02998208  0.04560069  0.04409224  0.03049234  0.03102948 -0.01133108
  0.00729718  0.07220063  0.05085239]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063405  0.16826678  0.16270066  0.11251714  0.11449902 -0.04181169
  0.02692674  0.26642116  0.18764575]
L2 term: [ 0.02998213  0.04560075  0.04409232  0.03049245  0.03102955 -0.01133108
  0.00729722  0.07220086  0.05085251]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063421  0.168267    0.16270096  0.11251753  0.11449927 -0.04181171
  0.02692689  0.26642199  0.18764617]
L2 term: [ 0.02998217  0.04560081  0.0440924   0.03049256  0.03102961 -0.01133109
  0.00729726  0.07220108  0.05085262]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063437  0.16826722  0.16270125  0.11251792  0.11449951 -0.04181173
  0.02692704  0.2664228   0.18764659]
L2 term: [ 0.02998221  0.04560087  0.04409248  0.03049266  0.03102968 -0.01133109
  0.0072973   0.0722013   0.05085273]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063452  0.16826743  0.16270153  0.11251829  0.11449975 -0.04181175
  0.02692718  0.2664236   0.187647  ]
L2 term: [ 0.02998226  0.04560093  0.04409256  0.03049276  0.03102974 -0.0113311
  0.00729734  0.07220152  0.05085285]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063468  0.16826764  0.16270181  0.11251866  0.11449998 -0.04181176
  0.02692732  0.26642438  0.1876474 ]
L2 term: [ 0.0299823   0.04560099  0.04409263  0.03049286  0.03102981 -0.0113311
  0.00729738  0.07220173  0.05085295]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063483  0.16826784  0.16270209  0.11251903  0.11450021 -0.04181178
  0.02692746  0.26642514  0.18764779]
L2 term: [ 0.02998234  0.04560104  0.04409271  0.03049296  0.03102987 -0.01133111
  0.00729741  0.07220194  0.05085306]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063497  0.16826804  0.16270235  0.11251938  0.11450043 -0.0418118
  0.0269276   0.26642589  0.18764818]
L2 term: [ 0.02998238  0.0456011   0.04409278  0.03049306  0.03102993 -0.01133111
  0.00729745  0.07220214  0.05085316]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063512  0.16826824  0.16270262  0.11251973  0.11450065 -0.04181181
  0.02692773  0.26642663  0.18764855]
L2 term: [ 0.02998242  0.04560115  0.04409285  0.03049315  0.03102999 -0.01133111
  0.00729749  0.07220234  0.05085327]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063526  0.16826843  0.16270288  0.11252007  0.11450086 -0.04181183
  0.02692786  0.26642735  0.18764892]
L2 term: [ 0.02998246  0.0456012   0.04409292  0.03049324  0.03103004 -0.01133112
  0.00729752  0.07220253  0.05085337]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106354   0.16826862  0.16270313  0.1125204   0.11450107 -0.04181185
  0.02692798  0.26642805  0.18764928]
L2 term: [ 0.02998249  0.04560125  0.04409299  0.03049333  0.0310301  -0.01133112
  0.00729756  0.07220272  0.05085346]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063553  0.1682688   0.16270338  0.11252073  0.11450128 -0.04181186
  0.02692811  0.26642874  0.18764964]
L2 term: [ 0.02998253  0.0456013   0.04409306  0.03049342  0.03103016 -0.01133113
  0.00729759  0.07220291  0.05085356]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063567  0.16826898  0.16270362  0.11252105  0.11450148 -0.04181188
  0.02692823  0.26642942  0.18764999]
L2 term: [ 0.02998257  0.04560135  0.04409312  0.03049351  0.03103021 -0.01133113
  0.00729762  0.07220309  0.05085365]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106358   0.16826916  0.16270386  0.11252137  0.11450168 -0.04181189
  0.02692835  0.26643008  0.18765033]
L2 term: [ 0.0299826   0.0456014   0.04409319  0.0304936   0.03103026 -0.01133114
  0.00729766  0.07220327  0.05085375]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063592  0.16826933  0.16270409  0.11252168  0.11450187 -0.04181191
  0.02692847  0.26643073  0.18765066]
L2 term: [ 0.02998264  0.04560145  0.04409325  0.03049368  0.03103032 -0.01133114
  0.00729769  0.07220345  0.05085384]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063605  0.1682695   0.16270432  0.11252198  0.11450206 -0.04181192
  0.02692858  0.26643137  0.18765099]
L2 term: [ 0.02998267  0.04560149  0.04409331  0.03049376  0.03103037 -0.01133114
  0.00729772  0.07220362  0.05085393]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063617  0.16826967  0.16270454  0.11252227  0.11450224 -0.04181193
  0.02692869  0.266432    0.18765131]
L2 term: [ 0.0299827   0.04560154  0.04409337  0.03049384  0.03103042 -0.01133115
  0.00729775  0.07220379  0.05085401]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063629  0.16826984  0.16270476  0.11252256  0.11450243 -0.04181195
  0.0269288   0.26643261  0.18765162]
L2 term: [ 0.02998274  0.04560158  0.04409343  0.03049392  0.03103047 -0.01133115
  0.00729778  0.07220396  0.0508541 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063641  0.16827     0.16270498  0.11252285  0.1145026  -0.04181196
  0.02692891  0.26643321  0.18765193]
L2 term: [ 0.02998277  0.04560162  0.04409349  0.030494    0.03103052 -0.01133115
  0.00729781  0.07220412  0.05085418]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063653  0.16827015  0.16270519  0.11252313  0.11450278 -0.04181197
  0.02692902  0.2664338   0.18765223]
L2 term: [ 0.0299828   0.04560167  0.04409355  0.03049407  0.03103056 -0.01133116
  0.00729784  0.07220428  0.05085426]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063664  0.16827031  0.16270539  0.1125234   0.11450295 -0.04181199
  0.02692912  0.26643437  0.18765253]
L2 term: [ 0.02998283  0.04560171  0.0440936   0.03049415  0.03103061 -0.01133116
  0.00729787  0.07220444  0.05085434]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063675  0.16827046  0.1627056   0.11252367  0.11450312 -0.041812
  0.02692922  0.26643494  0.18765282]
L2 term: [ 0.02998286  0.04560175  0.04409366  0.03049422  0.03103066 -0.01133116
  0.00729789  0.07220459  0.05085442]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063686  0.16827061  0.16270579  0.11252393  0.11450328 -0.04181201
  0.02692932  0.26643549  0.1876531 ]
L2 term: [ 0.02998289  0.04560179  0.04409371  0.03049429  0.0310307  -0.01133117
  0.00729792  0.07220474  0.0508545 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063697  0.16827075  0.16270599  0.11252419  0.11450344 -0.04181202
  0.02692942  0.26643604  0.18765338]
L2 term: [ 0.02998292  0.04560183  0.04409376  0.03049436  0.03103074 -0.01133117
  0.00729795  0.07220489  0.05085458]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063707  0.16827089  0.16270618  0.11252444  0.1145036  -0.04181203
  0.02692952  0.26643657  0.18765366]
L2 term: [ 0.02998295  0.04560187  0.04409382  0.03049443  0.03103079 -0.01133117
  0.00729797  0.07220503  0.05085465]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063717  0.16827103  0.16270637  0.11252469  0.11450376 -0.04181204
  0.02692961  0.26643709  0.18765392]
L2 term: [ 0.02998297  0.04560191  0.04409387  0.03049449  0.03103083 -0.01133118
  0.007298    0.07220517  0.05085472]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063727  0.16827117  0.16270655  0.11252493  0.11450391 -0.04181205
  0.0269297   0.2664376   0.18765419]
L2 term: [ 0.029983    0.04560194  0.04409392  0.03049456  0.03103087 -0.01133118
  0.00729802  0.07220531  0.05085479]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063737  0.1682713   0.16270673  0.11252516  0.11450406 -0.04181207
  0.02692979  0.2664381   0.18765444]
L2 term: [ 0.02998303  0.04560198  0.04409396  0.03049462  0.03103091 -0.01133118
  0.00729805  0.07220545  0.05085486]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063747  0.16827143  0.1627069   0.1125254   0.1145042  -0.04181208
  0.02692988  0.26643859  0.18765469]
L2 term: [ 0.02998305  0.04560201  0.04409401  0.03049469  0.03103095 -0.01133119
  0.00729807  0.07220558  0.05085493]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063756  0.16827156  0.16270708  0.11252562  0.11450435 -0.04181209
  0.02692997  0.26643907  0.18765494]
L2 term: [ 0.02998308  0.04560205  0.04409406  0.03049475  0.03103099 -0.01133119
  0.00729809  0.07220571  0.050855  ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063765  0.16827169  0.16270725  0.11252585  0.11450449 -0.0418121
  0.02693005  0.26643954  0.18765518]
L2 term: [ 0.0299831   0.04560208  0.0440941   0.03049481  0.03103103 -0.01133119
  0.00729812  0.07220584  0.05085506]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063775  0.16827181  0.16270741  0.11252607  0.11450462 -0.04181211
  0.02693014  0.26644001  0.18765542]
L2 term: [ 0.02998313  0.04560212  0.04409415  0.03049487  0.03103106 -0.01133119
  0.00729814  0.07220596  0.05085513]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063783  0.16827193  0.16270757  0.11252628  0.11450476 -0.04181212
  0.02693022  0.26644046  0.18765565]
L2 term: [ 0.02998315  0.04560215  0.04409419  0.03049493  0.0310311  -0.0113312
  0.00729816  0.07220609  0.05085519]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063792  0.16827205  0.16270773  0.11252649  0.11450489 -0.04181213
  0.0269303   0.2664409   0.18765588]
L2 term: [ 0.02998318  0.04560218  0.04409424  0.03049498  0.03103114 -0.0113312
  0.00729818  0.07220621  0.05085525]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063801  0.16827217  0.16270789  0.1125267   0.11450502 -0.04181213
  0.02693037  0.26644134  0.1876561 ]
L2 term: [ 0.0299832   0.04560221  0.04409428  0.03049504  0.03103117 -0.0113312
  0.0072982   0.07220632  0.05085531]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063809  0.16827228  0.16270804  0.1125269   0.11450515 -0.04181214
  0.02693045  0.26644177  0.18765632]
L2 term: [ 0.02998322  0.04560224  0.04409432  0.03049509  0.0310312  -0.0113312
  0.00729823  0.07220644  0.05085537]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063817  0.1682724   0.16270819  0.1125271   0.11450527 -0.04181215
  0.02693053  0.26644218  0.18765654]
L2 term: [ 0.02998324  0.04560228  0.04409436  0.03049515  0.03103124 -0.01133121
  0.00729825  0.07220655  0.05085543]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063825  0.1682725   0.16270834  0.11252729  0.11450539 -0.04181216
  0.0269306   0.26644259  0.18765675]
L2 term: [ 0.02998327  0.0456023   0.0440944   0.0304952   0.03103127 -0.01133121
  0.00729827  0.07220666  0.05085549]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063833  0.16827261  0.16270848  0.11252748  0.11450551 -0.04181217
  0.02693067  0.26644299  0.18765695]
L2 term: [ 0.02998329  0.04560233  0.04409444  0.03049525  0.0310313  -0.01133121
  0.00729829  0.07220677  0.05085554]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063841  0.16827272  0.16270862  0.11252766  0.11450563 -0.04181218
  0.02693074  0.26644339  0.18765716]
L2 term: [ 0.02998331  0.04560236  0.04409448  0.0304953   0.03103134 -0.01133121
  0.0072983   0.07220688  0.0508556 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063849  0.16827282  0.16270876  0.11252785  0.11450574 -0.04181219
  0.02693081  0.26644377  0.18765735]
L2 term: [ 0.02998333  0.04560239  0.04409452  0.03049535  0.03103137 -0.01133122
  0.00729832  0.07220698  0.05085565]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063856  0.16827292  0.1627089   0.11252803  0.11450585 -0.04181219
  0.02693088  0.26644415  0.18765755]
L2 term: [ 0.02998335  0.04560242  0.04409455  0.0304954   0.0310314  -0.01133122
  0.00729834  0.07220709  0.0508557 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063863  0.16827302  0.16270903  0.1125282   0.11450596 -0.0418122
  0.02693095  0.26644452  0.18765774]
L2 term: [ 0.02998337  0.04560244  0.04409459  0.03049545  0.03103143 -0.01133122
  0.00729836  0.07220719  0.05085576]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106387   0.16827312  0.16270916  0.11252837  0.11450607 -0.04181221
  0.02693101  0.26644488  0.18765792]
L2 term: [ 0.02998339  0.04560247  0.04409462  0.03049549  0.03103146 -0.01133122
  0.00729838  0.07220729  0.05085581]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063877  0.16827321  0.16270929  0.11252854  0.11450618 -0.04181222
  0.02693108  0.26644524  0.18765811]
L2 term: [ 0.02998341  0.0456025   0.04409466  0.03049554  0.03103148 -0.01133122
  0.00729839  0.07220738  0.05085586]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063884  0.16827331  0.16270941  0.1125287   0.11450628 -0.04181222
  0.02693114  0.26644559  0.18765829]
L2 term: [ 0.02998343  0.04560252  0.04409469  0.03049558  0.03103151 -0.01133123
  0.00729841  0.07220748  0.0508559 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063891  0.1682734   0.16270953  0.11252887  0.11450638 -0.04181223
  0.0269312   0.26644593  0.18765846]
L2 term: [ 0.02998344  0.04560255  0.04409472  0.03049563  0.03103154 -0.01133123
  0.00729843  0.07220757  0.05085595]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063897  0.16827349  0.16270965  0.11252902  0.11450648 -0.04181224
  0.02693126  0.26644627  0.18765863]
L2 term: [ 0.02998346  0.04560257  0.04409476  0.03049567  0.03103157 -0.01133123
  0.00729844  0.07220766  0.050856  ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063904  0.16827357  0.16270977  0.11252918  0.11450658 -0.04181224
  0.02693132  0.26644659  0.1876588 ]
L2 term: [ 0.02998348  0.04560259  0.04409479  0.03049571  0.03103159 -0.01133123
  0.00729846  0.07220775  0.05085604]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106391   0.16827366  0.16270989  0.11252933  0.11450668 -0.04181225
  0.02693138  0.26644692  0.18765897]
L2 term: [ 0.0299835   0.04560262  0.04409482  0.03049575  0.03103162 -0.01133123
  0.00729848  0.07220784  0.05085609]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063916  0.16827375  0.16271     0.11252948  0.11450677 -0.04181226
  0.02693143  0.26644723  0.18765913]
L2 term: [ 0.02998351  0.04560264  0.04409485  0.03049579  0.03103164 -0.01133124
  0.00729849  0.07220792  0.05085613]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063922  0.16827383  0.16271011  0.11252963  0.11450686 -0.04181226
  0.02693149  0.26644754  0.18765929]
L2 term: [ 0.02998353  0.04560266  0.04409488  0.03049583  0.03103167 -0.01133124
  0.00729851  0.07220801  0.05085618]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063928  0.16827391  0.16271022  0.11252977  0.11450695 -0.04181227
  0.02693154  0.26644784  0.18765944]
L2 term: [ 0.02998355  0.04560269  0.04409491  0.03049587  0.03103169 -0.01133124
  0.00729852  0.07220809  0.05085622]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063934  0.16827399  0.16271032  0.11252991  0.11450704 -0.04181228
  0.0269316   0.26644814  0.1876596 ]
L2 term: [ 0.02998356  0.04560271  0.04409494  0.03049591  0.03103172 -0.01133124
  0.00729854  0.07220817  0.05085626]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106394   0.16827407  0.16271043  0.11253005  0.11450712 -0.04181228
  0.02693165  0.26644843  0.18765975]
L2 term: [ 0.02998358  0.04560273  0.04409497  0.03049595  0.03103174 -0.01133124
  0.00729855  0.07220825  0.0508563 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063946  0.16827414  0.16271053  0.11253018  0.11450721 -0.04181229
  0.0269317   0.26644872  0.18765989]
L2 term: [ 0.02998359  0.04560275  0.04409499  0.03049598  0.03103176 -0.01133124
  0.00729856  0.07220832  0.05085634]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063951  0.16827422  0.16271063  0.11253031  0.11450729 -0.04181229
  0.02693175  0.266449    0.18766003]
L2 term: [ 0.02998361  0.04560277  0.04409502  0.03049602  0.03103179 -0.01133124
  0.00729858  0.0722084   0.05085638]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063956  0.16827429  0.16271073  0.11253044  0.11450737 -0.0418123
  0.0269318   0.26644927  0.18766018]
L2 term: [ 0.02998362  0.04560279  0.04409505  0.03049605  0.03103181 -0.01133125
  0.00729859  0.07220847  0.05085642]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063962  0.16827436  0.16271083  0.11253057  0.11450745 -0.0418123
  0.02693185  0.26644954  0.18766031]
L2 term: [ 0.02998364  0.04560281  0.04409507  0.03049609  0.03103183 -0.01133125
  0.0072986   0.07220855  0.05085645]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063967  0.16827443  0.16271092  0.11253069  0.11450753 -0.04181231
  0.0269319   0.2664498   0.18766045]
L2 term: [ 0.02998365  0.04560283  0.0440951   0.03049612  0.03103185 -0.01133125
  0.00729862  0.07220862  0.05085649]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063972  0.1682745   0.16271101  0.11253081  0.11450761 -0.04181232
  0.02693194  0.26645006  0.18766058]
L2 term: [ 0.02998366  0.04560285  0.04409513  0.03049616  0.03103187 -0.01133125
  0.00729863  0.07220869  0.05085653]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063977  0.16827457  0.1627111   0.11253093  0.11450768 -0.04181232
  0.02693199  0.26645031  0.18766071]
L2 term: [ 0.02998368  0.04560286  0.04409515  0.03049619  0.03103189 -0.01133125
  0.00729864  0.07220876  0.05085656]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063982  0.16827464  0.16271119  0.11253105  0.11450776 -0.04181233
  0.02693203  0.26645056  0.18766084]
L2 term: [ 0.02998369  0.04560288  0.04409517  0.03049622  0.03103191 -0.01133125
  0.00729865  0.07220882  0.0508566 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063987  0.1682747   0.16271128  0.11253116  0.11450783 -0.04181233
  0.02693208  0.2664508   0.18766096]
L2 term: [ 0.0299837   0.0456029   0.0440952   0.03049625  0.03103193 -0.01133125
  0.00729867  0.07220889  0.05085663]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063991  0.16827476  0.16271136  0.11253128  0.1145079  -0.04181234
  0.02693212  0.26645104  0.18766108]
L2 term: [ 0.02998372  0.04560292  0.04409522  0.03049628  0.03103195 -0.01133126
  0.00729868  0.07220895  0.05085666]
lambda_param: 100
m: 369
theta[1:]: [ 0.11063996  0.16827483  0.16271145  0.11253139  0.11450797 -0.04181234
  0.02693216  0.26645127  0.1876612 ]
L2 term: [ 0.02998373  0.04560293  0.04409524  0.03049631  0.03103197 -0.01133126
  0.00729869  0.07220902  0.05085669]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064     0.16827489  0.16271153  0.11253149  0.11450804 -0.04181234
  0.0269322   0.2664515   0.18766132]
L2 term: [ 0.02998374  0.04560295  0.04409527  0.03049634  0.03103199 -0.01133126
  0.0072987   0.07220908  0.05085673]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064005  0.16827495  0.16271161  0.1125316   0.1145081  -0.04181235
  0.02693224  0.26645173  0.18766144]
L2 term: [ 0.02998375  0.04560297  0.04409529  0.03049637  0.03103201 -0.01133126
  0.00729871  0.07220914  0.05085676]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064009  0.16827501  0.16271169  0.1125317   0.11450817 -0.04181235
  0.02693228  0.26645195  0.18766155]
L2 term: [ 0.02998376  0.04560298  0.04409531  0.0304964   0.03103202 -0.01133126
  0.00729872  0.0722092   0.05085679]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064013  0.16827506  0.16271177  0.1125318   0.11450823 -0.04181236
  0.02693232  0.26645216  0.18766166]
L2 term: [ 0.02998378  0.045603    0.04409533  0.03049642  0.03103204 -0.01133126
  0.00729873  0.07220926  0.05085682]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064017  0.16827512  0.16271184  0.1125319   0.11450829 -0.04181236
  0.02693236  0.26645237  0.18766177]
L2 term: [ 0.02998379  0.04560301  0.04409535  0.03049645  0.03103206 -0.01133126
  0.00729874  0.07220931  0.05085685]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064021  0.16827518  0.16271191  0.112532    0.11450836 -0.04181237
  0.0269324   0.26645258  0.18766187]
L2 term: [ 0.0299838   0.04560303  0.04409537  0.03049648  0.03103207 -0.01133126
  0.00729875  0.07220937  0.05085688]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064025  0.16827523  0.16271199  0.1125321   0.11450842 -0.04181237
  0.02693243  0.26645278  0.18766198]
L2 term: [ 0.02998381  0.04560304  0.04409539  0.0304965   0.03103209 -0.01133127
  0.00729876  0.07220943  0.0508569 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064029  0.16827528  0.16271206  0.11253219  0.11450847 -0.04181237
  0.02693247  0.26645298  0.18766208]
L2 term: [ 0.02998382  0.04560306  0.04409541  0.03049653  0.03103211 -0.01133127
  0.00729877  0.07220948  0.05085693]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064033  0.16827534  0.16271213  0.11253228  0.11450853 -0.04181238
  0.0269325   0.26645317  0.18766218]
L2 term: [ 0.02998383  0.04560307  0.04409543  0.03049655  0.03103212 -0.01133127
  0.00729878  0.07220953  0.05085696]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064037  0.16827539  0.1627122   0.11253237  0.11450859 -0.04181238
  0.02693254  0.26645336  0.18766228]
L2 term: [ 0.02998384  0.04560309  0.04409545  0.03049658  0.03103214 -0.01133127
  0.00729879  0.07220958  0.05085699]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064041  0.16827544  0.16271226  0.11253246  0.11450864 -0.04181239
  0.02693257  0.26645355  0.18766237]
L2 term: [ 0.02998385  0.0456031   0.04409546  0.0304966   0.03103215 -0.01133127
  0.0072988   0.07220963  0.05085701]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064044  0.16827549  0.16271233  0.11253255  0.1145087  -0.04181239
  0.0269326   0.26645373  0.18766247]
L2 term: [ 0.02998386  0.04560311  0.04409548  0.03049663  0.03103217 -0.01133127
  0.00729881  0.07220968  0.05085704]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064048  0.16827553  0.16271239  0.11253263  0.11450875 -0.04181239
  0.02693264  0.26645391  0.18766256]
L2 term: [ 0.02998387  0.04560313  0.0440955   0.03049665  0.03103218 -0.01133127
  0.00729882  0.07220973  0.05085706]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064051  0.16827558  0.16271246  0.11253271  0.1145088  -0.0418124
  0.02693267  0.26645409  0.18766265]
L2 term: [ 0.02998388  0.04560314  0.04409552  0.03049667  0.0310322  -0.01133127
  0.00729883  0.07220978  0.05085709]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064054  0.16827563  0.16271252  0.11253279  0.11450886 -0.0418124
  0.0269327   0.26645426  0.18766274]
L2 term: [ 0.02998389  0.04560315  0.04409553  0.03049669  0.03103221 -0.01133127
  0.00729883  0.07220983  0.05085711]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064058  0.16827567  0.16271258  0.11253287  0.11450891 -0.0418124
  0.02693273  0.26645443  0.18766283]
L2 term: [ 0.0299839   0.04560316  0.04409555  0.03049671  0.03103222 -0.01133127
  0.00729884  0.07220987  0.05085713]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064061  0.16827572  0.16271264  0.11253295  0.11450895 -0.04181241
  0.02693276  0.2664546   0.18766291]
L2 term: [ 0.02998391  0.04560318  0.04409557  0.03049674  0.03103224 -0.01133128
  0.00729885  0.07220992  0.05085716]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064064  0.16827576  0.1627127   0.11253303  0.114509   -0.04181241
  0.02693279  0.26645476  0.18766299]
L2 term: [ 0.02998391  0.04560319  0.04409558  0.03049676  0.03103225 -0.01133128
  0.00729886  0.07220996  0.05085718]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064067  0.1682758   0.16271275  0.1125331   0.11450905 -0.04181241
  0.02693282  0.26645492  0.18766308]
L2 term: [ 0.02998392  0.0456032   0.0440956   0.03049678  0.03103226 -0.01133128
  0.00729887  0.07221001  0.0508572 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106407   0.16827584  0.16271281  0.11253318  0.1145091  -0.04181242
  0.02693284  0.26645507  0.18766316]
L2 term: [ 0.02998393  0.04560321  0.04409561  0.0304968   0.03103228 -0.01133128
  0.00729887  0.07221005  0.05085722]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064073  0.16827588  0.16271286  0.11253325  0.11450914 -0.04181242
  0.02693287  0.26645523  0.18766323]
L2 term: [ 0.02998394  0.04560322  0.04409563  0.03049682  0.03103229 -0.01133128
  0.00729888  0.07221009  0.05085724]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064076  0.16827592  0.16271292  0.11253332  0.11450919 -0.04181242
  0.0269329   0.26645538  0.18766331]
L2 term: [ 0.02998395  0.04560323  0.04409564  0.03049683  0.0310323  -0.01133128
  0.00729889  0.07221013  0.05085727]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064079  0.16827596  0.16271297  0.11253339  0.11450923 -0.04181242
  0.02693293  0.26645552  0.18766339]
L2 term: [ 0.02998395  0.04560324  0.04409566  0.03049685  0.03103231 -0.01133128
  0.0072989   0.07221017  0.05085729]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064082  0.168276    0.16271302  0.11253346  0.11450927 -0.04181243
  0.02693295  0.26645567  0.18766346]
L2 term: [ 0.02998396  0.04560325  0.04409567  0.03049687  0.03103232 -0.01133128
  0.0072989   0.07221021  0.05085731]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064085  0.16827604  0.16271307  0.11253352  0.11450931 -0.04181243
  0.02693298  0.26645581  0.18766353]
L2 term: [ 0.02998397  0.04560326  0.04409568  0.03049689  0.03103233 -0.01133128
  0.00729891  0.07221025  0.05085733]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064088  0.16827608  0.16271312  0.11253359  0.11450935 -0.04181243
  0.026933    0.26645595  0.1876636 ]
L2 term: [ 0.02998398  0.04560327  0.0440957   0.03049691  0.03103235 -0.01133128
  0.00729892  0.07221028  0.05085734]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106409   0.16827611  0.16271317  0.11253365  0.11450939 -0.04181244
  0.02693303  0.26645608  0.18766367]
L2 term: [ 0.02998398  0.04560328  0.04409571  0.03049692  0.03103236 -0.01133128
  0.00729892  0.07221032  0.05085736]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064093  0.16827615  0.16271322  0.11253371  0.11450943 -0.04181244
  0.02693305  0.26645622  0.18766374]
L2 term: [ 0.02998399  0.04560329  0.04409572  0.03049694  0.03103237 -0.01133128
  0.00729893  0.07221036  0.05085738]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064095  0.16827618  0.16271326  0.11253378  0.11450947 -0.04181244
  0.02693307  0.26645635  0.18766381]
L2 term: [ 0.029984    0.0456033   0.04409574  0.03049696  0.03103238 -0.01133128
  0.00729894  0.07221039  0.0508574 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064098  0.16827622  0.16271331  0.11253384  0.11450951 -0.04181244
  0.0269331   0.26645647  0.18766387]
L2 term: [ 0.02998401  0.04560331  0.04409575  0.03049697  0.03103239 -0.01133129
  0.00729894  0.07221043  0.05085742]
lambda_param: 100
m: 369
theta[1:]: [ 0.110641    0.16827625  0.16271335  0.11253389  0.11450955 -0.04181245
  0.02693312  0.2664566   0.18766394]
L2 term: [ 0.02998401  0.04560332  0.04409576  0.03049699  0.0310324  -0.01133129
  0.00729895  0.07221046  0.05085744]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064103  0.16827628  0.1627134   0.11253395  0.11450958 -0.04181245
  0.02693314  0.26645672  0.187664  ]
L2 term: [ 0.02998402  0.04560333  0.04409577  0.03049701  0.03103241 -0.01133129
  0.00729895  0.07221049  0.05085745]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064105  0.16827632  0.16271344  0.11253401  0.11450962 -0.04181245
  0.02693316  0.26645684  0.18766406]
L2 term: [ 0.02998402  0.04560334  0.04409578  0.03049702  0.03103242 -0.01133129
  0.00729896  0.07221053  0.05085747]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064107  0.16827635  0.16271348  0.11253406  0.11450965 -0.04181245
  0.02693318  0.26645696  0.18766412]
L2 term: [ 0.02998403  0.04560335  0.04409579  0.03049704  0.03103243 -0.01133129
  0.00729897  0.07221056  0.05085749]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106411   0.16827638  0.16271352  0.11253412  0.11450969 -0.04181245
  0.0269332   0.26645707  0.18766418]
L2 term: [ 0.02998404  0.04560335  0.04409581  0.03049705  0.03103244 -0.01133129
  0.00729897  0.07221059  0.0508575 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064112  0.16827641  0.16271357  0.11253417  0.11450972 -0.04181246
  0.02693322  0.26645719  0.18766424]
L2 term: [ 0.02998404  0.04560336  0.04409582  0.03049707  0.03103245 -0.01133129
  0.00729898  0.07221062  0.05085752]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064114  0.16827644  0.1627136   0.11253422  0.11450976 -0.04181246
  0.02693324  0.2664573   0.1876643 ]
L2 term: [ 0.02998405  0.04560337  0.04409583  0.03049708  0.03103245 -0.01133129
  0.00729898  0.07221065  0.05085753]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064116  0.16827647  0.16271364  0.11253427  0.11450979 -0.04181246
  0.02693326  0.26645741  0.18766435]
L2 term: [ 0.02998405  0.04560338  0.04409584  0.03049709  0.03103246 -0.01133129
  0.00729899  0.07221068  0.05085755]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064118  0.1682765   0.16271368  0.11253432  0.11450982 -0.04181246
  0.02693328  0.26645751  0.18766441]
L2 term: [ 0.02998406  0.04560339  0.04409585  0.03049711  0.03103247 -0.01133129
  0.00729899  0.07221071  0.05085756]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106412   0.16827652  0.16271372  0.11253437  0.11450985 -0.04181247
  0.0269333   0.26645762  0.18766446]
L2 term: [ 0.02998407  0.04560339  0.04409586  0.03049712  0.03103248 -0.01133129
  0.007299    0.07221074  0.05085758]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064122  0.16827655  0.16271376  0.11253442  0.11450988 -0.04181247
  0.02693332  0.26645772  0.18766451]
L2 term: [ 0.02998407  0.0456034   0.04409587  0.03049713  0.03103249 -0.01133129
  0.007299    0.07221076  0.05085759]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064124  0.16827658  0.16271379  0.11253447  0.11450991 -0.04181247
  0.02693334  0.26645782  0.18766456]
L2 term: [ 0.02998408  0.04560341  0.04409588  0.03049715  0.0310325  -0.01133129
  0.00729901  0.07221079  0.05085761]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064126  0.1682766   0.16271383  0.11253451  0.11450994 -0.04181247
  0.02693336  0.26645792  0.18766461]
L2 term: [ 0.02998408  0.04560342  0.04409589  0.03049716  0.0310325  -0.01133129
  0.00729901  0.07221082  0.05085762]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064128  0.16827663  0.16271386  0.11253456  0.11450997 -0.04181247
  0.02693337  0.26645801  0.18766466]
L2 term: [ 0.02998409  0.04560342  0.0440959   0.03049717  0.03103251 -0.01133129
  0.00729902  0.07221084  0.05085763]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106413   0.16827666  0.16271389  0.1125346   0.11451    -0.04181247
  0.02693339  0.26645811  0.18766471]
L2 term: [ 0.02998409  0.04560343  0.04409591  0.03049718  0.03103252 -0.01133129
  0.00729902  0.07221087  0.05085765]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064132  0.16827668  0.16271393  0.11253465  0.11451002 -0.04181248
  0.02693341  0.2664582   0.18766476]
L2 term: [ 0.0299841   0.04560344  0.04409592  0.03049719  0.03103253 -0.01133129
  0.00729903  0.07221089  0.05085766]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064134  0.1682767   0.16271396  0.11253469  0.11451005 -0.04181248
  0.02693342  0.26645829  0.18766481]
L2 term: [ 0.0299841   0.04560344  0.04409592  0.03049721  0.03103253 -0.01133129
  0.00729903  0.07221092  0.05085767]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064135  0.16827673  0.16271399  0.11253473  0.11451008 -0.04181248
  0.02693344  0.26645838  0.18766485]
L2 term: [ 0.02998411  0.04560345  0.04409593  0.03049722  0.03103254 -0.0113313
  0.00729903  0.07221094  0.05085768]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064137  0.16827675  0.16271402  0.11253477  0.1145101  -0.04181248
  0.02693345  0.26645847  0.1876649 ]
L2 term: [ 0.02998411  0.04560346  0.04409594  0.03049723  0.03103255 -0.0113313
  0.00729904  0.07221097  0.0508577 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064139  0.16827677  0.16271405  0.11253481  0.11451013 -0.04181248
  0.02693347  0.26645855  0.18766494]
L2 term: [ 0.02998412  0.04560346  0.04409595  0.03049724  0.03103255 -0.0113313
  0.00729904  0.07221099  0.05085771]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106414   0.1682768   0.16271408  0.11253485  0.11451015 -0.04181248
  0.02693348  0.26645863  0.18766498]
L2 term: [ 0.02998412  0.04560347  0.04409596  0.03049725  0.03103256 -0.0113313
  0.00729905  0.07221101  0.05085772]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064142  0.16827682  0.16271411  0.11253489  0.11451018 -0.04181249
  0.0269335   0.26645872  0.18766502]
L2 term: [ 0.02998412  0.04560347  0.04409597  0.03049726  0.03103257 -0.0113313
  0.00729905  0.07221103  0.05085773]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064144  0.16827684  0.16271414  0.11253493  0.1145102  -0.04181249
  0.02693351  0.2664588   0.18766507]
L2 term: [ 0.02998413  0.04560348  0.04409597  0.03049727  0.03103257 -0.0113313
  0.00729906  0.07221106  0.05085774]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064145  0.16827686  0.16271417  0.11253497  0.11451022 -0.04181249
  0.02693353  0.26645888  0.18766511]
L2 term: [ 0.02998413  0.04560349  0.04409598  0.03049728  0.03103258 -0.0113313
  0.00729906  0.07221108  0.05085775]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064147  0.16827688  0.1627142   0.112535    0.11451025 -0.04181249
  0.02693354  0.26645895  0.18766515]
L2 term: [ 0.02998414  0.04560349  0.04409599  0.03049729  0.03103259 -0.0113313
  0.00729906  0.0722111   0.05085776]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064148  0.1682769   0.16271422  0.11253504  0.11451027 -0.04181249
  0.02693355  0.26645903  0.18766518]
L2 term: [ 0.02998414  0.0456035   0.044096    0.0304973   0.03103259 -0.0113313
  0.00729907  0.07221112  0.05085777]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106415   0.16827692  0.16271425  0.11253507  0.11451029 -0.04181249
  0.02693357  0.2664591   0.18766522]
L2 term: [ 0.02998415  0.0456035   0.044096    0.03049731  0.0310326  -0.0113313
  0.00729907  0.07221114  0.05085778]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064151  0.16827694  0.16271428  0.11253511  0.11451031 -0.0418125
  0.02693358  0.26645917  0.18766526]
L2 term: [ 0.02998415  0.04560351  0.04409601  0.03049732  0.0310326  -0.0113313
  0.00729907  0.07221116  0.05085779]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064152  0.16827696  0.1627143   0.11253514  0.11451033 -0.0418125
  0.02693359  0.26645925  0.1876653 ]
L2 term: [ 0.02998415  0.04560351  0.04409602  0.03049733  0.03103261 -0.0113313
  0.00729908  0.07221118  0.0508578 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064154  0.16827698  0.16271433  0.11253517  0.11451035 -0.0418125
  0.02693361  0.26645932  0.18766533]
L2 term: [ 0.02998416  0.04560352  0.04409602  0.03049734  0.03103262 -0.0113313
  0.00729908  0.0722112   0.05085781]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064155  0.168277    0.16271435  0.1125352   0.11451037 -0.0418125
  0.02693362  0.26645938  0.18766537]
L2 term: [ 0.02998416  0.04560352  0.04409603  0.03049735  0.03103262 -0.0113313
  0.00729908  0.07221122  0.05085782]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064156  0.16827702  0.16271438  0.11253524  0.11451039 -0.0418125
  0.02693363  0.26645945  0.1876654 ]
L2 term: [ 0.02998416  0.04560353  0.04409604  0.03049735  0.03103263 -0.0113313
  0.00729909  0.07221123  0.05085783]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064158  0.16827703  0.1627144   0.11253527  0.11451041 -0.0418125
  0.02693364  0.26645952  0.18766543]
L2 term: [ 0.02998417  0.04560353  0.04409604  0.03049736  0.03103263 -0.0113313
  0.00729909  0.07221125  0.05085784]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064159  0.16827705  0.16271442  0.1125353   0.11451043 -0.0418125
  0.02693365  0.26645958  0.18766547]
L2 term: [ 0.02998417  0.04560354  0.04409605  0.03049737  0.03103264 -0.0113313
  0.00729909  0.07221127  0.05085785]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106416   0.16827707  0.16271445  0.11253533  0.11451045 -0.0418125
  0.02693367  0.26645964  0.1876655 ]
L2 term: [ 0.02998417  0.04560354  0.04409606  0.03049738  0.03103264 -0.0113313
  0.0072991   0.07221129  0.05085786]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064161  0.16827708  0.16271447  0.11253536  0.11451047 -0.04181251
  0.02693368  0.26645971  0.18766553]
L2 term: [ 0.02998418  0.04560355  0.04409606  0.03049739  0.03103265 -0.0113313
  0.0072991   0.0722113   0.05085787]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064163  0.1682771   0.16271449  0.11253538  0.11451049 -0.04181251
  0.02693369  0.26645977  0.18766556]
L2 term: [ 0.02998418  0.04560355  0.04409607  0.03049739  0.03103265 -0.0113313
  0.0072991   0.07221132  0.05085788]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064164  0.16827712  0.16271451  0.11253541  0.11451051 -0.04181251
  0.0269337   0.26645983  0.18766559]
L2 term: [ 0.02998418  0.04560355  0.04409607  0.0304974   0.03103266 -0.0113313
  0.00729911  0.07221133  0.05085788]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064165  0.16827713  0.16271453  0.11253544  0.11451052 -0.04181251
  0.02693371  0.26645988  0.18766562]
L2 term: [ 0.02998419  0.04560356  0.04409608  0.03049741  0.03103266 -0.0113313
  0.00729911  0.07221135  0.05085789]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064166  0.16827715  0.16271455  0.11253547  0.11451054 -0.04181251
  0.02693372  0.26645994  0.18766565]
L2 term: [ 0.02998419  0.04560356  0.04409608  0.03049742  0.03103267 -0.0113313
  0.00729911  0.07221137  0.0508579 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064167  0.16827716  0.16271457  0.11253549  0.11451056 -0.04181251
  0.02693373  0.26646     0.18766568]
L2 term: [ 0.02998419  0.04560357  0.04409609  0.03049742  0.03103267 -0.0113313
  0.00729911  0.07221138  0.05085791]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064168  0.16827718  0.16271459  0.11253552  0.11451057 -0.04181251
  0.02693374  0.26646005  0.18766571]
L2 term: [ 0.0299842   0.04560357  0.0440961   0.03049743  0.03103268 -0.0113313
  0.00729912  0.0722114   0.05085792]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064169  0.16827719  0.16271461  0.11253554  0.11451059 -0.04181251
  0.02693375  0.26646011  0.18766574]
L2 term: [ 0.0299842   0.04560357  0.0440961   0.03049744  0.03103268 -0.0113313
  0.00729912  0.07221141  0.05085792]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106417   0.1682772   0.16271463  0.11253557  0.1145106  -0.04181251
  0.02693376  0.26646016  0.18766576]
L2 term: [ 0.0299842   0.04560358  0.04409611  0.03049744  0.03103268 -0.0113313
  0.00729912  0.07221142  0.05085793]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064171  0.16827722  0.16271465  0.11253559  0.11451062 -0.04181251
  0.02693377  0.26646021  0.18766579]
L2 term: [ 0.0299842   0.04560358  0.04409611  0.03049745  0.03103269 -0.0113313
  0.00729912  0.07221144  0.05085794]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064172  0.16827723  0.16271467  0.11253562  0.11451063 -0.04181252
  0.02693378  0.26646026  0.18766582]
L2 term: [ 0.02998421  0.04560359  0.04409612  0.03049746  0.03103269 -0.01133131
  0.00729913  0.07221145  0.05085794]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064173  0.16827724  0.16271468  0.11253564  0.11451065 -0.04181252
  0.02693378  0.26646031  0.18766584]
L2 term: [ 0.02998421  0.04560359  0.04409612  0.03049746  0.0310327  -0.01133131
  0.00729913  0.07221147  0.05085795]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064174  0.16827726  0.1627147   0.11253566  0.11451066 -0.04181252
  0.02693379  0.26646036  0.18766587]
L2 term: [ 0.02998421  0.04560359  0.04409612  0.03049747  0.0310327  -0.01133131
  0.00729913  0.07221148  0.05085796]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064175  0.16827727  0.16271472  0.11253568  0.11451068 -0.04181252
  0.0269338   0.26646041  0.18766589]
L2 term: [ 0.02998421  0.0456036   0.04409613  0.03049748  0.0310327  -0.01133131
  0.00729913  0.07221149  0.05085797]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064176  0.16827728  0.16271473  0.11253571  0.11451069 -0.04181252
  0.02693381  0.26646045  0.18766591]
L2 term: [ 0.02998422  0.0456036   0.04409613  0.03049748  0.03103271 -0.01133131
  0.00729914  0.0722115   0.05085797]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064177  0.1682773   0.16271475  0.11253573  0.1145107  -0.04181252
  0.02693382  0.2664605   0.18766594]
L2 term: [ 0.02998422  0.0456036   0.04409614  0.03049749  0.03103271 -0.01133131
  0.00729914  0.07221152  0.05085798]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064178  0.16827731  0.16271477  0.11253575  0.11451072 -0.04181252
  0.02693383  0.26646054  0.18766596]
L2 term: [ 0.02998422  0.04560361  0.04409614  0.03049749  0.03103271 -0.01133131
  0.00729914  0.07221153  0.05085798]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064179  0.16827732  0.16271478  0.11253577  0.11451073 -0.04181252
  0.02693383  0.26646059  0.18766598]
L2 term: [ 0.02998422  0.04560361  0.04409615  0.0304975   0.03103272 -0.01133131
  0.00729914  0.07221154  0.05085799]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064179  0.16827733  0.1627148   0.11253579  0.11451074 -0.04181252
  0.02693384  0.26646063  0.18766601]
L2 term: [ 0.02998423  0.04560361  0.04409615  0.0304975   0.03103272 -0.01133131
  0.00729914  0.07221155  0.050858  ]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106418   0.16827734  0.16271481  0.11253581  0.11451076 -0.04181252
  0.02693385  0.26646067  0.18766603]
L2 term: [ 0.02998423  0.04560362  0.04409616  0.03049751  0.03103273 -0.01133131
  0.00729915  0.07221156  0.050858  ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064181  0.16827735  0.16271483  0.11253583  0.11451077 -0.04181252
  0.02693386  0.26646071  0.18766605]
L2 term: [ 0.02998423  0.04560362  0.04409616  0.03049751  0.03103273 -0.01133131
  0.00729915  0.07221158  0.05085801]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064182  0.16827736  0.16271484  0.11253585  0.11451078 -0.04181253
  0.02693386  0.26646075  0.18766607]
L2 term: [ 0.02998423  0.04560362  0.04409616  0.03049752  0.03103273 -0.01133131
  0.00729915  0.07221159  0.05085801]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064183  0.16827737  0.16271486  0.11253587  0.11451079 -0.04181253
  0.02693387  0.26646079  0.18766609]
L2 term: [ 0.02998423  0.04560362  0.04409617  0.03049752  0.03103273 -0.01133131
  0.00729915  0.0722116   0.05085802]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064183  0.16827738  0.16271487  0.11253588  0.1145108  -0.04181253
  0.02693388  0.26646083  0.18766611]
L2 term: [ 0.02998424  0.04560363  0.04409617  0.03049753  0.03103274 -0.01133131
  0.00729915  0.07221161  0.05085802]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064184  0.1682774   0.16271488  0.1125359   0.11451081 -0.04181253
  0.02693389  0.26646087  0.18766613]
L2 term: [ 0.02998424  0.04560363  0.04409617  0.03049753  0.03103274 -0.01133131
  0.00729916  0.07221162  0.05085803]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064185  0.16827741  0.1627149   0.11253592  0.11451083 -0.04181253
  0.02693389  0.26646091  0.18766615]
L2 term: [ 0.02998424  0.04560363  0.04409618  0.03049754  0.03103274 -0.01133131
  0.00729916  0.07221163  0.05085803]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064186  0.16827741  0.16271491  0.11253594  0.11451084 -0.04181253
  0.0269339   0.26646094  0.18766617]
L2 term: [ 0.02998424  0.04560364  0.04409618  0.03049754  0.03103275 -0.01133131
  0.00729916  0.07221164  0.05085804]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064186  0.16827742  0.16271492  0.11253595  0.11451085 -0.04181253
  0.02693391  0.26646098  0.18766619]
L2 term: [ 0.02998424  0.04560364  0.04409619  0.03049755  0.03103275 -0.01133131
  0.00729916  0.07221165  0.05085804]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064187  0.16827743  0.16271494  0.11253597  0.11451086 -0.04181253
  0.02693391  0.26646102  0.1876662 ]
L2 term: [ 0.02998425  0.04560364  0.04409619  0.03049755  0.03103275 -0.01133131
  0.00729916  0.07221166  0.05085805]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064188  0.16827744  0.16271495  0.11253599  0.11451087 -0.04181253
  0.02693392  0.26646105  0.18766622]
L2 term: [ 0.02998425  0.04560364  0.04409619  0.03049756  0.03103276 -0.01133131
  0.00729916  0.07221167  0.05085805]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064188  0.16827745  0.16271496  0.112536    0.11451088 -0.04181253
  0.02693392  0.26646108  0.18766624]
L2 term: [ 0.02998425  0.04560365  0.0440962   0.03049756  0.03103276 -0.01133131
  0.00729917  0.07221168  0.05085806]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064189  0.16827746  0.16271497  0.11253602  0.11451089 -0.04181253
  0.02693393  0.26646112  0.18766626]
L2 term: [ 0.02998425  0.04560365  0.0440962   0.03049757  0.03103276 -0.01133131
  0.00729917  0.07221168  0.05085806]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106419   0.16827747  0.16271498  0.11253603  0.1145109  -0.04181253
  0.02693394  0.26646115  0.18766627]
L2 term: [ 0.02998425  0.04560365  0.0440962   0.03049757  0.03103276 -0.01133131
  0.00729917  0.07221169  0.05085807]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106419   0.16827748  0.162715    0.11253605  0.11451091 -0.04181253
  0.02693394  0.26646118  0.18766629]
L2 term: [ 0.02998426  0.04560365  0.0440962   0.03049757  0.03103277 -0.01133131
  0.00729917  0.0722117   0.05085807]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064191  0.16827749  0.16271501  0.11253606  0.11451092 -0.04181253
  0.02693395  0.26646121  0.1876663 ]
L2 term: [ 0.02998426  0.04560365  0.04409621  0.03049758  0.03103277 -0.01133131
  0.00729917  0.07221171  0.05085808]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064192  0.16827749  0.16271502  0.11253608  0.11451092 -0.04181253
  0.02693395  0.26646124  0.18766632]
L2 term: [ 0.02998426  0.04560366  0.04409621  0.03049758  0.03103277 -0.01133131
  0.00729917  0.07221172  0.05085808]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064192  0.1682775   0.16271503  0.11253609  0.11451093 -0.04181253
  0.02693396  0.26646127  0.18766634]
L2 term: [ 0.02998426  0.04560366  0.04409621  0.03049759  0.03103277 -0.01133131
  0.00729918  0.07221173  0.05085809]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064193  0.16827751  0.16271504  0.1125361   0.11451094 -0.04181254
  0.02693396  0.2664613   0.18766635]
L2 term: [ 0.02998426  0.04560366  0.04409622  0.03049759  0.03103278 -0.01133131
  0.00729918  0.07221173  0.05085809]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064193  0.16827752  0.16271505  0.11253612  0.11451095 -0.04181254
  0.02693397  0.26646133  0.18766637]
L2 term: [ 0.02998426  0.04560366  0.04409622  0.03049759  0.03103278 -0.01133131
  0.00729918  0.07221174  0.05085809]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064194  0.16827753  0.16271506  0.11253613  0.11451096 -0.04181254
  0.02693397  0.26646136  0.18766638]
L2 term: [ 0.02998427  0.04560367  0.04409622  0.0304976   0.03103278 -0.01133131
  0.00729918  0.07221175  0.0508581 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064194  0.16827753  0.16271507  0.11253614  0.11451097 -0.04181254
  0.02693398  0.26646139  0.18766639]
L2 term: [ 0.02998427  0.04560367  0.04409622  0.0304976   0.03103278 -0.01133131
  0.00729918  0.07221176  0.0508581 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064195  0.16827754  0.16271508  0.11253616  0.11451098 -0.04181254
  0.02693398  0.26646141  0.18766641]
L2 term: [ 0.02998427  0.04560367  0.04409623  0.0304976   0.03103278 -0.01133131
  0.00729918  0.07221177  0.05085811]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064195  0.16827755  0.16271509  0.11253617  0.11451098 -0.04181254
  0.02693399  0.26646144  0.18766642]
L2 term: [ 0.02998427  0.04560367  0.04409623  0.03049761  0.03103279 -0.01133131
  0.00729918  0.07221177  0.05085811]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064196  0.16827755  0.1627151   0.11253618  0.11451099 -0.04181254
  0.02693399  0.26646147  0.18766644]
L2 term: [ 0.02998427  0.04560367  0.04409623  0.03049761  0.03103279 -0.01133131
  0.00729918  0.07221178  0.05085811]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064196  0.16827756  0.16271511  0.11253619  0.114511   -0.04181254
  0.026934    0.26646149  0.18766645]
L2 term: [ 0.02998427  0.04560368  0.04409623  0.03049761  0.03103279 -0.01133131
  0.00729919  0.07221179  0.05085812]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064197  0.16827757  0.16271512  0.11253621  0.11451101 -0.04181254
  0.026934    0.26646152  0.18766646]
L2 term: [ 0.02998427  0.04560368  0.04409624  0.03049762  0.03103279 -0.01133131
  0.00729919  0.07221179  0.05085812]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064197  0.16827757  0.16271512  0.11253622  0.11451101 -0.04181254
  0.02693401  0.26646154  0.18766647]
L2 term: [ 0.02998427  0.04560368  0.04409624  0.03049762  0.03103279 -0.01133131
  0.00729919  0.0722118   0.05085812]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064198  0.16827758  0.16271513  0.11253623  0.11451102 -0.04181254
  0.02693401  0.26646156  0.18766649]
L2 term: [ 0.02998428  0.04560368  0.04409624  0.03049762  0.0310328  -0.01133131
  0.00729919  0.07221181  0.05085813]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064198  0.16827759  0.16271514  0.11253624  0.11451103 -0.04181254
  0.02693401  0.26646159  0.1876665 ]
L2 term: [ 0.02998428  0.04560368  0.04409624  0.03049763  0.0310328  -0.01133131
  0.00729919  0.07221181  0.05085813]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064199  0.16827759  0.16271515  0.11253625  0.11451103 -0.04181254
  0.02693402  0.26646161  0.18766651]
L2 term: [ 0.02998428  0.04560368  0.04409625  0.03049763  0.0310328  -0.01133131
  0.00729919  0.07221182  0.05085813]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064199  0.1682776   0.16271516  0.11253626  0.11451104 -0.04181254
  0.02693402  0.26646163  0.18766652]
L2 term: [ 0.02998428  0.04560369  0.04409625  0.03049763  0.0310328  -0.01133131
  0.00729919  0.07221182  0.05085814]
lambda_param: 100
m: 369
theta[1:]: [ 0.110642    0.16827761  0.16271517  0.11253627  0.11451105 -0.04181254
  0.02693403  0.26646166  0.18766653]
L2 term: [ 0.02998428  0.04560369  0.04409625  0.03049763  0.0310328  -0.01133131
  0.00729919  0.07221183  0.05085814]
lambda_param: 100
m: 369
theta[1:]: [ 0.110642    0.16827761  0.16271517  0.11253628  0.11451105 -0.04181254
  0.02693403  0.26646168  0.18766654]
L2 term: [ 0.02998428  0.04560369  0.04409625  0.03049764  0.03103281 -0.01133131
  0.0072992   0.07221184  0.05085814]
lambda_param: 100
m: 369
theta[1:]: [ 0.110642    0.16827762  0.16271518  0.11253629  0.11451106 -0.04181254
  0.02693403  0.2664617   0.18766655]
L2 term: [ 0.02998428  0.04560369  0.04409626  0.03049764  0.03103281 -0.01133131
  0.0072992   0.07221184  0.05085814]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064201  0.16827762  0.16271519  0.1125363   0.11451107 -0.04181254
  0.02693404  0.26646172  0.18766657]
L2 term: [ 0.02998428  0.04560369  0.04409626  0.03049764  0.03103281 -0.01133131
  0.0072992   0.07221185  0.05085815]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064201  0.16827763  0.1627152   0.11253631  0.11451107 -0.04181254
  0.02693404  0.26646174  0.18766658]
L2 term: [ 0.02998429  0.04560369  0.04409626  0.03049765  0.03103281 -0.01133131
  0.0072992   0.07221185  0.05085815]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064202  0.16827763  0.1627152   0.11253632  0.11451108 -0.04181254
  0.02693405  0.26646176  0.18766659]
L2 term: [ 0.02998429  0.04560369  0.04409626  0.03049765  0.03103281 -0.01133131
  0.0072992   0.07221186  0.05085815]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064202  0.16827764  0.16271521  0.11253633  0.11451108 -0.04181254
  0.02693405  0.26646178  0.1876666 ]
L2 term: [ 0.02998429  0.0456037   0.04409626  0.03049765  0.03103281 -0.01133131
  0.0072992   0.07221186  0.05085816]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064202  0.16827764  0.16271522  0.11253634  0.11451109 -0.04181254
  0.02693405  0.2664618   0.18766661]
L2 term: [ 0.02998429  0.0456037   0.04409626  0.03049765  0.03103282 -0.01133131
  0.0072992   0.07221187  0.05085816]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064203  0.16827765  0.16271522  0.11253635  0.1145111  -0.04181254
  0.02693406  0.26646182  0.18766662]
L2 term: [ 0.02998429  0.0456037   0.04409627  0.03049765  0.03103282 -0.01133131
  0.0072992   0.07221187  0.05085816]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064203  0.16827765  0.16271523  0.11253636  0.1145111  -0.04181255
  0.02693406  0.26646184  0.18766663]
L2 term: [ 0.02998429  0.0456037   0.04409627  0.03049766  0.03103282 -0.01133131
  0.0072992   0.07221188  0.05085816]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064204  0.16827766  0.16271524  0.11253636  0.11451111 -0.04181255
  0.02693406  0.26646185  0.18766663]
L2 term: [ 0.02998429  0.0456037   0.04409627  0.03049766  0.03103282 -0.01133131
  0.0072992   0.07221188  0.05085817]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064204  0.16827766  0.16271524  0.11253637  0.11451111 -0.04181255
  0.02693407  0.26646187  0.18766664]
L2 term: [ 0.02998429  0.0456037   0.04409627  0.03049766  0.03103282 -0.01133131
  0.0072992   0.07221189  0.05085817]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064204  0.16827767  0.16271525  0.11253638  0.11451112 -0.04181255
  0.02693407  0.26646189  0.18766665]
L2 term: [ 0.02998429  0.0456037   0.04409627  0.03049766  0.03103282 -0.01133131
  0.00729921  0.07221189  0.05085817]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064205  0.16827767  0.16271526  0.11253639  0.11451112 -0.04181255
  0.02693407  0.26646191  0.18766666]
L2 term: [ 0.02998429  0.04560371  0.04409628  0.03049767  0.03103282 -0.01133131
  0.00729921  0.0722119   0.05085817]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064205  0.16827768  0.16271526  0.1125364   0.11451113 -0.04181255
  0.02693407  0.26646192  0.18766667]
L2 term: [ 0.0299843   0.04560371  0.04409628  0.03049767  0.03103283 -0.01133131
  0.00729921  0.0722119   0.05085818]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064205  0.16827768  0.16271527  0.1125364   0.11451113 -0.04181255
  0.02693408  0.26646194  0.18766668]
L2 term: [ 0.0299843   0.04560371  0.04409628  0.03049767  0.03103283 -0.01133131
  0.00729921  0.07221191  0.05085818]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064206  0.16827769  0.16271527  0.11253641  0.11451114 -0.04181255
  0.02693408  0.26646196  0.18766669]
L2 term: [ 0.0299843   0.04560371  0.04409628  0.03049767  0.03103283 -0.01133131
  0.00729921  0.07221191  0.05085818]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064206  0.16827769  0.16271528  0.11253642  0.11451114 -0.04181255
  0.02693408  0.26646197  0.18766669]
L2 term: [ 0.0299843   0.04560371  0.04409628  0.03049767  0.03103283 -0.01133131
  0.00729921  0.07221192  0.05085818]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064206  0.16827769  0.16271528  0.11253643  0.11451115 -0.04181255
  0.02693409  0.26646199  0.1876667 ]
L2 term: [ 0.0299843   0.04560371  0.04409628  0.03049768  0.03103283 -0.01133131
  0.00729921  0.07221192  0.05085818]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064206  0.1682777   0.16271529  0.11253643  0.11451115 -0.04181255
  0.02693409  0.266462    0.18766671]
L2 term: [ 0.0299843   0.04560371  0.04409628  0.03049768  0.03103283 -0.01133131
  0.00729921  0.07221192  0.05085819]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064207  0.1682777   0.1627153   0.11253644  0.11451115 -0.04181255
  0.02693409  0.26646202  0.18766672]
L2 term: [ 0.0299843   0.04560371  0.04409629  0.03049768  0.03103283 -0.01133131
  0.00729921  0.07221193  0.05085819]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064207  0.16827771  0.1627153   0.11253645  0.11451116 -0.04181255
  0.02693409  0.26646203  0.18766673]
L2 term: [ 0.0299843   0.04560371  0.04409629  0.03049768  0.03103283 -0.01133131
  0.00729921  0.07221193  0.05085819]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064207  0.16827771  0.16271531  0.11253645  0.11451116 -0.04181255
  0.0269341   0.26646205  0.18766673]
L2 term: [ 0.0299843   0.04560372  0.04409629  0.03049768  0.03103284 -0.01133131
  0.00729921  0.07221194  0.05085819]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064208  0.16827771  0.16271531  0.11253646  0.11451117 -0.04181255
  0.0269341   0.26646206  0.18766674]
L2 term: [ 0.0299843   0.04560372  0.04409629  0.03049769  0.03103284 -0.01133131
  0.00729921  0.07221194  0.0508582 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064208  0.16827772  0.16271532  0.11253647  0.11451117 -0.04181255
  0.0269341   0.26646207  0.18766675]
L2 term: [ 0.0299843   0.04560372  0.04409629  0.03049769  0.03103284 -0.01133131
  0.00729921  0.07221194  0.0508582 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064208  0.16827772  0.16271532  0.11253647  0.11451118 -0.04181255
  0.0269341   0.26646209  0.18766675]
L2 term: [ 0.0299843   0.04560372  0.04409629  0.03049769  0.03103284 -0.01133131
  0.00729922  0.07221195  0.0508582 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064208  0.16827772  0.16271532  0.11253648  0.11451118 -0.04181255
  0.02693411  0.2664621   0.18766676]
L2 term: [ 0.0299843   0.04560372  0.04409629  0.03049769  0.03103284 -0.01133131
  0.00729922  0.07221195  0.0508582 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064209  0.16827773  0.16271533  0.11253648  0.11451118 -0.04181255
  0.02693411  0.26646211  0.18766677]
L2 term: [ 0.02998431  0.04560372  0.0440963   0.03049769  0.03103284 -0.01133131
  0.00729922  0.07221195  0.0508582 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064209  0.16827773  0.16271533  0.11253649  0.11451119 -0.04181255
  0.02693411  0.26646213  0.18766677]
L2 term: [ 0.02998431  0.04560372  0.0440963   0.03049769  0.03103284 -0.01133131
  0.00729922  0.07221196  0.0508582 ]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064209  0.16827773  0.16271534  0.1125365   0.11451119 -0.04181255
  0.02693411  0.26646214  0.18766678]
L2 term: [ 0.02998431  0.04560372  0.0440963   0.0304977   0.03103284 -0.01133131
  0.00729922  0.07221196  0.05085821]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064209  0.16827774  0.16271534  0.1125365   0.11451119 -0.04181255
  0.02693412  0.26646215  0.18766679]
L2 term: [ 0.02998431  0.04560372  0.0440963   0.0304977   0.03103284 -0.01133131
  0.00729922  0.07221196  0.05085821]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106421   0.16827774  0.16271535  0.11253651  0.1145112  -0.04181255
  0.02693412  0.26646216  0.18766679]
L2 term: [ 0.02998431  0.04560372  0.0440963   0.0304977   0.03103284 -0.01133131
  0.00729922  0.07221197  0.05085821]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106421   0.16827774  0.16271535  0.11253651  0.1145112  -0.04181255
  0.02693412  0.26646217  0.1876668 ]
L2 term: [ 0.02998431  0.04560372  0.0440963   0.0304977   0.03103285 -0.01133131
  0.00729922  0.07221197  0.05085821]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106421   0.16827775  0.16271536  0.11253652  0.1145112  -0.04181255
  0.02693412  0.26646218  0.1876668 ]
L2 term: [ 0.02998431  0.04560373  0.0440963   0.0304977   0.03103285 -0.01133131
  0.00729922  0.07221197  0.05085821]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106421   0.16827775  0.16271536  0.11253652  0.11451121 -0.04181255
  0.02693412  0.2664622   0.18766681]
L2 term: [ 0.02998431  0.04560373  0.0440963   0.0304977   0.03103285 -0.01133131
  0.00729922  0.07221198  0.05085821]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106421   0.16827775  0.16271536  0.11253653  0.11451121 -0.04181255
  0.02693413  0.26646221  0.18766682]
L2 term: [ 0.02998431  0.04560373  0.0440963   0.0304977   0.03103285 -0.01133131
  0.00729922  0.07221198  0.05085822]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064211  0.16827776  0.16271537  0.11253653  0.11451121 -0.04181255
  0.02693413  0.26646222  0.18766682]
L2 term: [ 0.02998431  0.04560373  0.04409631  0.03049771  0.03103285 -0.01133131
  0.00729922  0.07221198  0.05085822]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064211  0.16827776  0.16271537  0.11253654  0.11451122 -0.04181255
  0.02693413  0.26646223  0.18766683]
L2 term: [ 0.02998431  0.04560373  0.04409631  0.03049771  0.03103285 -0.01133132
  0.00729922  0.07221199  0.05085822]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064211  0.16827776  0.16271537  0.11253654  0.11451122 -0.04181255
  0.02693413  0.26646224  0.18766683]
L2 term: [ 0.02998431  0.04560373  0.04409631  0.03049771  0.03103285 -0.01133132
  0.00729922  0.07221199  0.05085822]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064211  0.16827776  0.16271538  0.11253655  0.11451122 -0.04181255
  0.02693413  0.26646225  0.18766684]
L2 term: [ 0.02998431  0.04560373  0.04409631  0.03049771  0.03103285 -0.01133132
  0.00729922  0.07221199  0.05085822]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064211  0.16827777  0.16271538  0.11253655  0.11451123 -0.04181255
  0.02693413  0.26646226  0.18766684]
L2 term: [ 0.02998431  0.04560373  0.04409631  0.03049771  0.03103285 -0.01133132
  0.00729922  0.07221199  0.05085822]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064212  0.16827777  0.16271538  0.11253656  0.11451123 -0.04181255
  0.02693414  0.26646227  0.18766685]
L2 term: [ 0.02998431  0.04560373  0.04409631  0.03049771  0.03103285 -0.01133132
  0.00729922  0.072212    0.05085822]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064212  0.16827777  0.16271539  0.11253656  0.11451123 -0.04181255
  0.02693414  0.26646228  0.18766685]
L2 term: [ 0.02998431  0.04560373  0.04409631  0.03049771  0.03103285 -0.01133132
  0.00729922  0.072212    0.05085823]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064212  0.16827777  0.16271539  0.11253657  0.11451123 -0.04181255
  0.02693414  0.26646229  0.18766686]
L2 term: [ 0.02998431  0.04560373  0.04409631  0.03049771  0.03103285 -0.01133132
  0.00729922  0.072212    0.05085823]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064212  0.16827778  0.1627154   0.11253657  0.11451124 -0.04181255
  0.02693414  0.2664623   0.18766686]
L2 term: [ 0.02998431  0.04560373  0.04409631  0.03049772  0.03103286 -0.01133132
  0.00729923  0.072212    0.05085823]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064212  0.16827778  0.1627154   0.11253657  0.11451124 -0.04181255
  0.02693414  0.2664623   0.18766687]
L2 term: [ 0.02998432  0.04560373  0.04409631  0.03049772  0.03103286 -0.01133132
  0.00729923  0.07221201  0.05085823]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064213  0.16827778  0.1627154   0.11253658  0.11451124 -0.04181255
  0.02693414  0.26646231  0.18766687]
L2 term: [ 0.02998432  0.04560373  0.04409631  0.03049772  0.03103286 -0.01133132
  0.00729923  0.07221201  0.05085823]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064213  0.16827778  0.1627154   0.11253658  0.11451124 -0.04181255
  0.02693415  0.26646232  0.18766687]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049772  0.03103286 -0.01133132
  0.00729923  0.07221201  0.05085823]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064213  0.16827779  0.16271541  0.11253659  0.11451125 -0.04181255
  0.02693415  0.26646233  0.18766688]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049772  0.03103286 -0.01133132
  0.00729923  0.07221201  0.05085823]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064213  0.16827779  0.16271541  0.11253659  0.11451125 -0.04181255
  0.02693415  0.26646234  0.18766688]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049772  0.03103286 -0.01133132
  0.00729923  0.07221202  0.05085823]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064213  0.16827779  0.16271541  0.11253659  0.11451125 -0.04181255
  0.02693415  0.26646235  0.18766689]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049772  0.03103286 -0.01133132
  0.00729923  0.07221202  0.05085823]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064213  0.16827779  0.16271542  0.1125366   0.11451125 -0.04181255
  0.02693415  0.26646235  0.18766689]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049772  0.03103286 -0.01133132
  0.00729923  0.07221202  0.05085824]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064214  0.16827779  0.16271542  0.1125366   0.11451126 -0.04181255
  0.02693415  0.26646236  0.1876669 ]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049772  0.03103286 -0.01133132
  0.00729923  0.07221202  0.05085824]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064214  0.1682778   0.16271542  0.11253661  0.11451126 -0.04181255
  0.02693415  0.26646237  0.1876669 ]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049773  0.03103286 -0.01133132
  0.00729923  0.07221202  0.05085824]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064214  0.1682778   0.16271542  0.11253661  0.11451126 -0.04181256
  0.02693416  0.26646238  0.1876669 ]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049773  0.03103286 -0.01133132
  0.00729923  0.07221203  0.05085824]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064214  0.1682778   0.16271543  0.11253661  0.11451126 -0.04181256
  0.02693416  0.26646238  0.18766691]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049773  0.03103286 -0.01133132
  0.00729923  0.07221203  0.05085824]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064214  0.1682778   0.16271543  0.11253662  0.11451127 -0.04181256
  0.02693416  0.26646239  0.18766691]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049773  0.03103286 -0.01133132
  0.00729923  0.07221203  0.05085824]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064214  0.1682778   0.16271543  0.11253662  0.11451127 -0.04181256
  0.02693416  0.2664624   0.18766691]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049773  0.03103286 -0.01133132
  0.00729923  0.07221203  0.05085824]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064214  0.16827781  0.16271543  0.11253662  0.11451127 -0.04181256
  0.02693416  0.26646241  0.18766692]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049773  0.03103286 -0.01133132
  0.00729923  0.07221203  0.05085824]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064215  0.16827781  0.16271544  0.11253663  0.11451127 -0.04181256
  0.02693416  0.26646241  0.18766692]
L2 term: [ 0.02998432  0.04560374  0.04409632  0.03049773  0.03103287 -0.01133132
  0.00729923  0.07221204  0.05085824]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064215  0.16827781  0.16271544  0.11253663  0.11451127 -0.04181256
  0.02693416  0.26646242  0.18766692]
L2 term: [ 0.02998432  0.04560374  0.04409633  0.03049773  0.03103287 -0.01133132
  0.00729923  0.07221204  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064215  0.16827781  0.16271544  0.11253663  0.11451128 -0.04181256
  0.02693416  0.26646243  0.18766693]
L2 term: [ 0.02998432  0.04560374  0.04409633  0.03049773  0.03103287 -0.01133132
  0.00729923  0.07221204  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064215  0.16827781  0.16271544  0.11253663  0.11451128 -0.04181256
  0.02693417  0.26646243  0.18766693]
L2 term: [ 0.02998432  0.04560374  0.04409633  0.03049773  0.03103287 -0.01133132
  0.00729923  0.07221204  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064215  0.16827781  0.16271545  0.11253664  0.11451128 -0.04181256
  0.02693417  0.26646244  0.18766693]
L2 term: [ 0.02998432  0.04560374  0.04409633  0.03049773  0.03103287 -0.01133132
  0.00729923  0.07221204  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064215  0.16827782  0.16271545  0.11253664  0.11451128 -0.04181256
  0.02693417  0.26646244  0.18766694]
L2 term: [ 0.02998432  0.04560374  0.04409633  0.03049773  0.03103287 -0.01133132
  0.00729923  0.07221204  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064215  0.16827782  0.16271545  0.11253664  0.11451128 -0.04181256
  0.02693417  0.26646245  0.18766694]
L2 term: [ 0.02998432  0.04560374  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729923  0.07221205  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064215  0.16827782  0.16271545  0.11253665  0.11451128 -0.04181256
  0.02693417  0.26646246  0.18766694]
L2 term: [ 0.02998432  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729923  0.07221205  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064215  0.16827782  0.16271545  0.11253665  0.11451129 -0.04181256
  0.02693417  0.26646246  0.18766695]
L2 term: [ 0.02998432  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729923  0.07221205  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064216  0.16827782  0.16271546  0.11253665  0.11451129 -0.04181256
  0.02693417  0.26646247  0.18766695]
L2 term: [ 0.02998432  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729923  0.07221205  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064216  0.16827782  0.16271546  0.11253665  0.11451129 -0.04181256
  0.02693417  0.26646247  0.18766695]
L2 term: [ 0.02998432  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729923  0.07221205  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064216  0.16827783  0.16271546  0.11253666  0.11451129 -0.04181256
  0.02693417  0.26646248  0.18766695]
L2 term: [ 0.02998432  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729923  0.07221205  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064216  0.16827783  0.16271546  0.11253666  0.11451129 -0.04181256
  0.02693418  0.26646248  0.18766696]
L2 term: [ 0.02998432  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729923  0.07221206  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064216  0.16827783  0.16271546  0.11253666  0.11451129 -0.04181256
  0.02693418  0.26646249  0.18766696]
L2 term: [ 0.02998433  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729923  0.07221206  0.05085825]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064216  0.16827783  0.16271547  0.11253666  0.1145113  -0.04181256
  0.02693418  0.26646249  0.18766696]
L2 term: [ 0.02998433  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729924  0.07221206  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064216  0.16827783  0.16271547  0.11253667  0.1145113  -0.04181256
  0.02693418  0.2664625   0.18766697]
L2 term: [ 0.02998433  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729924  0.07221206  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064216  0.16827783  0.16271547  0.11253667  0.1145113  -0.04181256
  0.02693418  0.2664625   0.18766697]
L2 term: [ 0.02998433  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729924  0.07221206  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064216  0.16827783  0.16271547  0.11253667  0.1145113  -0.04181256
  0.02693418  0.26646251  0.18766697]
L2 term: [ 0.02998433  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729924  0.07221206  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064216  0.16827783  0.16271547  0.11253667  0.1145113  -0.04181256
  0.02693418  0.26646251  0.18766697]
L2 term: [ 0.02998433  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729924  0.07221206  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827784  0.16271547  0.11253667  0.1145113  -0.04181256
  0.02693418  0.26646252  0.18766697]
L2 term: [ 0.02998433  0.04560375  0.04409633  0.03049774  0.03103287 -0.01133132
  0.00729924  0.07221206  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827784  0.16271548  0.11253668  0.1145113  -0.04181256
  0.02693418  0.26646252  0.18766698]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049774  0.03103287 -0.01133132
  0.00729924  0.07221207  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827784  0.16271548  0.11253668  0.11451131 -0.04181256
  0.02693418  0.26646253  0.18766698]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049774  0.03103287 -0.01133132
  0.00729924  0.07221207  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827784  0.16271548  0.11253668  0.11451131 -0.04181256
  0.02693418  0.26646253  0.18766698]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103287 -0.01133132
  0.00729924  0.07221207  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827784  0.16271548  0.11253668  0.11451131 -0.04181256
  0.02693418  0.26646254  0.18766698]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103287 -0.01133132
  0.00729924  0.07221207  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827784  0.16271548  0.11253668  0.11451131 -0.04181256
  0.02693419  0.26646254  0.18766699]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221207  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827784  0.16271548  0.11253669  0.11451131 -0.04181256
  0.02693419  0.26646254  0.18766699]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221207  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827784  0.16271549  0.11253669  0.11451131 -0.04181256
  0.02693419  0.26646255  0.18766699]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221207  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827785  0.16271549  0.11253669  0.11451131 -0.04181256
  0.02693419  0.26646255  0.18766699]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221207  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827785  0.16271549  0.11253669  0.11451131 -0.04181256
  0.02693419  0.26646256  0.18766699]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221207  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827785  0.16271549  0.11253669  0.11451132 -0.04181256
  0.02693419  0.26646256  0.187667  ]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085826]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064217  0.16827785  0.16271549  0.1125367   0.11451132 -0.04181256
  0.02693419  0.26646256  0.187667  ]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827785  0.16271549  0.1125367   0.11451132 -0.04181256
  0.02693419  0.26646257  0.187667  ]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827785  0.16271549  0.1125367   0.11451132 -0.04181256
  0.02693419  0.26646257  0.187667  ]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827785  0.16271549  0.1125367   0.11451132 -0.04181256
  0.02693419  0.26646257  0.187667  ]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827785  0.1627155   0.1125367   0.11451132 -0.04181256
  0.02693419  0.26646258  0.18766701]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827785  0.1627155   0.1125367   0.11451132 -0.04181256
  0.02693419  0.26646258  0.18766701]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827785  0.1627155   0.11253671  0.11451132 -0.04181256
  0.02693419  0.26646258  0.18766701]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827785  0.1627155   0.11253671  0.11451132 -0.04181256
  0.02693419  0.26646259  0.18766701]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827786  0.1627155   0.11253671  0.11451132 -0.04181256
  0.02693419  0.26646259  0.18766701]
L2 term: [ 0.02998433  0.04560375  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827786  0.1627155   0.11253671  0.11451133 -0.04181256
  0.0269342   0.26646259  0.18766701]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221208  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827786  0.1627155   0.11253671  0.11451133 -0.04181256
  0.0269342   0.2664626   0.18766701]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827786  0.1627155   0.11253671  0.11451133 -0.04181256
  0.0269342   0.2664626   0.18766702]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827786  0.1627155   0.11253671  0.11451133 -0.04181256
  0.0269342   0.2664626   0.18766702]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827786  0.16271551  0.11253672  0.11451133 -0.04181256
  0.0269342   0.2664626   0.18766702]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049775  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827786  0.16271551  0.11253672  0.11451133 -0.04181256
  0.0269342   0.26646261  0.18766702]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049776  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827786  0.16271551  0.11253672  0.11451133 -0.04181256
  0.0269342   0.26646261  0.18766702]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049776  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827786  0.16271551  0.11253672  0.11451133 -0.04181256
  0.0269342   0.26646261  0.18766702]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049776  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064218  0.16827786  0.16271551  0.11253672  0.11451133 -0.04181256
  0.0269342   0.26646262  0.18766702]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049776  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827786  0.16271551  0.11253672  0.11451133 -0.04181256
  0.0269342   0.26646262  0.18766703]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049776  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827786  0.16271551  0.11253672  0.11451133 -0.04181256
  0.0269342   0.26646262  0.18766703]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049776  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827786  0.16271551  0.11253672  0.11451133 -0.04181256
  0.0269342   0.26646262  0.18766703]
L2 term: [ 0.02998433  0.04560376  0.04409634  0.03049776  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827786  0.16271551  0.11253673  0.11451133 -0.04181256
  0.0269342   0.26646263  0.18766703]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271551  0.11253673  0.11451134 -0.04181256
  0.0269342   0.26646263  0.18766703]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271551  0.11253673  0.11451134 -0.04181256
  0.0269342   0.26646263  0.18766703]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.07221209  0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253673  0.11451134 -0.04181256
  0.0269342   0.26646263  0.18766703]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085827]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253673  0.11451134 -0.04181256
  0.0269342   0.26646263  0.18766703]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253673  0.11451134 -0.04181256
  0.0269342   0.26646264  0.18766704]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253673  0.11451134 -0.04181256
  0.0269342   0.26646264  0.18766704]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253673  0.11451134 -0.04181256
  0.0269342   0.26646264  0.18766704]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253673  0.11451134 -0.04181256
  0.0269342   0.26646264  0.18766704]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253673  0.11451134 -0.04181256
  0.0269342   0.26646265  0.18766704]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253674  0.11451134 -0.04181256
  0.0269342   0.26646265  0.18766704]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253674  0.11451134 -0.04181256
  0.02693421  0.26646265  0.18766704]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253674  0.11451134 -0.04181256
  0.02693421  0.26646265  0.18766704]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253674  0.11451134 -0.04181256
  0.02693421  0.26646265  0.18766704]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253674  0.11451134 -0.04181256
  0.02693421  0.26646265  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253674  0.11451134 -0.04181256
  0.02693421  0.26646266  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271552  0.11253674  0.11451134 -0.04181256
  0.02693421  0.26646266  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271553  0.11253674  0.11451135 -0.04181256
  0.02693421  0.26646266  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103288 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827787  0.16271553  0.11253674  0.11451135 -0.04181256
  0.02693421  0.26646266  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827788  0.16271553  0.11253674  0.11451135 -0.04181256
  0.02693421  0.26646266  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827788  0.16271553  0.11253674  0.11451135 -0.04181256
  0.02693421  0.26646267  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064219  0.16827788  0.16271553  0.11253674  0.11451135 -0.04181256
  0.02693421  0.26646267  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.0722121   0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646267  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646267  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646267  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646267  0.18766705]
L2 term: [ 0.02998433  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646267  0.18766705]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646268  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646268  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646268  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646268  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646268  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646268  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646268  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646268  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049776  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271553  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646269  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646269  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646269  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253675  0.11451135 -0.04181256
  0.02693421  0.26646269  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451135 -0.04181256
  0.02693421  0.26646269  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451135 -0.04181256
  0.02693421  0.26646269  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451135 -0.04181256
  0.02693421  0.26646269  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.26646269  0.18766706]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.26646269  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729924  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827788  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693421  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221211  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693422  0.2664627   0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085828]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253676  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766707]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271554  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646271  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.1106422   0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646272  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451136 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409635  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560376  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253677  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766708]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646273  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.16827789  0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221212  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271555  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
lambda_param: 100
m: 369
theta[1:]: [ 0.11064221  0.1682779   0.16271556  0.11253678  0.11451137 -0.04181256
  0.02693422  0.26646274  0.18766709]
L2 term: [ 0.02998434  0.04560377  0.04409636  0.03049777  0.03103289 -0.01133132
  0.00729925  0.07221213  0.05085829]
Final theta: [-0.72117882  0.11064221  0.1682779   0.16271556  0.11253678  0.11451137
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lambda_param: 0.001
m: 369
theta[1:]: [-0.00138264  0.00647689  0.0152303  -0.00234153 -0.00234137  0.01579213
  0.00767435 -0.00469474  0.0054256 ]
L2 term: [-3.74700003e-09  1.75525349e-08  4.12745219e-08 -6.34561991e-09
 -6.34517499e-09  4.27970953e-08  2.07976891e-08 -1.27228831e-08
  1.47035242e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00128784  0.00660221  0.01534435 -0.00222573 -0.00229553  0.01582466
  0.00770139 -0.00451744  0.00554291]
L2 term: [-3.49007884e-09  1.78921668e-08  4.15836027e-08 -6.03179674e-09
 -6.22095608e-09  4.28852593e-08  2.08709765e-08 -1.22423807e-08
  1.50214447e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.0011931   0.00672746  0.01545833 -0.00211003 -0.0022497   0.01585713
  0.00772841 -0.00434024  0.00566017]
L2 term: [-3.23333404e-09  1.82315991e-08  4.18924913e-08 -5.71823742e-09
 -6.09675330e-09  4.29732520e-08  2.09442009e-08 -1.17621559e-08
  1.53392064e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00109843  0.00685264  0.01557224 -0.00199442 -0.00220388  0.01588954
  0.00775541 -0.00416313  0.00577736]
L2 term: [-2.97676550e-09  1.85708318e-08  4.22011878e-08 -5.40494175e-09
 -5.97256663e-09  4.30610734e-08  2.10173623e-08 -1.12822085e-08
  1.56568094e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00100382  0.00697774  0.01568608 -0.00187891 -0.00215806  0.01592188
  0.00778238 -0.00398614  0.0058945 ]
L2 term: [-2.72037309e-09  1.89098651e-08  4.25096924e-08 -5.09190954e-09
 -5.84839609e-09  4.31487238e-08  2.10904607e-08 -1.08025384e-08
  1.59742537e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00090927  0.00710277  0.01579984 -0.0017635  -0.00211225  0.01595416
  0.00780933 -0.00380924  0.00601158]
L2 term: [-2.46415670e-09  1.92486992e-08  4.28180052e-08 -4.77914058e-09
 -5.72424168e-09  4.32362032e-08  2.11634963e-08 -1.03231453e-08
  1.62915397e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00081479  0.00722773  0.01591354 -0.00164819 -0.00206644  0.01598638
  0.00783626 -0.00363245  0.0061286 ]
L2 term: [-2.20811620e-09  1.95873341e-08  4.31261263e-08 -4.46663466e-09
 -5.60010339e-09  4.33235118e-08  2.12364691e-08 -9.84402906e-09
  1.66086672e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00072038  0.00735261  0.01602717 -0.00153297 -0.00202064  0.01601853
  0.00786316 -0.00345575  0.00624556]
L2 term: [-1.95225146e-09  1.99257700e-08  4.34340559e-08 -4.15439160e-09
 -5.47598124e-09  4.34106497e-08  2.13093790e-08 -9.36518953e-09
  1.69256364e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00062603  0.00747742  0.01614072 -0.00141785 -0.00197484  0.01605062
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L2 term: [-1.69656236e-09  2.02640070e-08  4.37417941e-08 -3.84241119e-09
 -5.35187522e-09  4.34976172e-08  2.13822262e-08 -8.88662648e-09
  1.72424473e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00053175  0.00760215  0.01625421 -0.00130283 -0.00192905  0.01608265
  0.0079169  -0.00310268  0.00647931]
L2 term: [-1.44104877e-09  2.06020453e-08  4.40493410e-08 -3.53069322e-09
 -5.22778535e-09  4.35844144e-08  2.14550107e-08 -8.40833975e-09
  1.75591002e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00043753  0.00772682  0.01636762 -0.0011879  -0.00188327  0.01611461
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L2 term: [-1.18571057e-09  2.09398850e-08  4.43566968e-08 -3.21923751e-09
 -5.10371161e-09  4.36710413e-08  2.15277326e-08 -7.93032913e-09
  1.78755951e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00034337  0.00785141  0.01648096 -0.00107307 -0.00183749  0.01614652
  0.00797054 -0.00275001  0.00671282]
L2 term: [-9.30547640e-10  2.12775262e-08  4.46638616e-08 -2.90804384e-09
 -4.97965401e-09  4.37574981e-08  2.16003918e-08 -7.45259444e-09
  1.81919321e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00024928  0.00797592  0.01659424 -0.00095833 -0.00179172  0.01617836
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L2 term: [-6.75559846e-10  2.16149691e-08  4.49708356e-08 -2.59711203e-09
 -4.85561257e-09  4.38437851e-08  2.16729885e-08 -6.97513549e-09
  1.85081112e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-0.00015526  0.00810037  0.01670744 -0.0008437  -0.00174596  0.01621013
  0.0080241  -0.00239774  0.0069461 ]
L2 term: [-4.20747068e-10  2.19522137e-08  4.52776188e-08 -2.28644187e-09
 -4.73158727e-09  4.39299023e-08  2.17455226e-08 -6.49795210e-09
  1.88241326e-08]
lambda_param: 0.001
m: 369
theta[1:]: [-6.12942876e-05  8.22473702e-03  1.68205740e-02 -7.29156232e-04
 -1.70019633e-03  1.62418486e-02  8.05083991e-03 -2.22176527e-03
  7.06265869e-03]
L2 term: [-1.66109181e-10  2.22892602e-08  4.55842115e-08 -1.97603315e-09
 -4.60757813e-09  4.40158499e-08  2.18179943e-08 -6.02104408e-09
  1.91399964e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 3.26026039e-05  8.34903414e-03  1.69336364e-02 -6.14711818e-04
 -1.65444292e-03  1.62735007e-02  8.07755892e-03 -2.04588775e-03
  7.17915430e-03]
L2 term: [ 8.83539401e-11  2.26261088e-08  4.58906137e-08 -1.66588568e-09
 -4.48358514e-09  4.41016280e-08  2.18904036e-08 -5.54441125e-09
  1.94557027e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00012644  0.00847326  0.01704663 -0.00050036 -0.0016087   0.01630509
  0.00810425 -0.00187011  0.00729559]
L2 term: [ 3.42642419e-10  2.29627595e-08  4.61968256e-08 -1.35599927e-09
 -4.35960831e-09  4.41872368e-08  2.19627504e-08 -5.06805341e-09
  1.97712515e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.0002202   0.00859741  0.01715955 -0.00038611 -0.00156295  0.01633662
  0.00813093 -0.00169444  0.00741197]
L2 term: [ 5.96756379e-10  2.32992125e-08  4.65028473e-08 -1.04637370e-09
 -4.23564764e-09  4.42726764e-08  2.20350350e-08 -4.59197038e-09
  2.00866431e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00031391  0.00872149  0.0172724  -0.00027196 -0.00151722  0.01636808
  0.00815758 -0.00151886  0.00752829]
L2 term: [ 8.50695946e-10  2.36354680e-08  4.68086790e-08 -7.37008789e-10
 -4.11170313e-09  4.43579470e-08  2.21072572e-08 -4.11616197e-09
  2.04018773e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00040755  0.00884549  0.01738518 -0.0001579  -0.00147149  0.01639948
  0.0081842  -0.00134339  0.00764456]
L2 term: [ 1.10446124e-09  2.39715260e-08  4.71143207e-08 -4.27904326e-10
 -3.98777479e-09  4.44430488e-08  2.21794172e-08 -3.64062800e-09
  2.07169544e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 5.01121335e-04  8.96942567e-03  1.74978961e-02 -4.39331818e-05
 -1.42576531e-03  1.64308253e-02  8.21080904e-03 -1.16802090e-03
  7.76076170e-03]
L2 term: [ 1.35805240e-09  2.43073867e-08  4.74197727e-08 -1.19060113e-10
 -3.86386262e-09  4.45279817e-08  2.22515150e-08 -3.16536828e-09
  2.10318745e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 5.94632256e-04  9.09328550e-03  1.76105379e-02  6.99343734e-05
 -1.38004768e-03  1.64621033e-02  8.23739019e-03 -9.92751189e-04
  7.87690930e-03]
L2 term: [ 1.61146953e-09  2.46430501e-08  4.77250351e-08  1.89524047e-10
 -3.73996662e-09  4.46127461e-08  2.23235506e-08 -2.69038263e-09
  2.13466377e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00068808  0.00921707  0.01772311  0.00018371 -0.00133434  0.01649332
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L2 term: [ 1.86471277e-09  2.49785166e-08  4.80301079e-08  4.97848355e-10
 -3.61608680e-09  4.46973421e-08  2.23955242e-08 -2.21567085e-09
  2.16612439e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00078146  0.00934079  0.01783561  0.00029738 -0.00128863  0.01652447
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L2 term: [ 2.11778223e-09  2.53137861e-08  4.83349914e-08  8.05913010e-10
 -3.49222315e-09  4.47817698e-08  2.24674356e-08 -1.74123275e-09
  2.19756935e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00087478  0.00946443  0.01794804  0.00041096 -0.00124293  0.01655556
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L2 term: [ 2.37067804e-09  2.56488588e-08  4.86396857e-08  1.11371821e-09
 -3.36837568e-09  4.48660293e-08  2.25392851e-08 -1.26706817e-09
  2.22899863e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00096803  0.009588    0.01806041  0.00052445 -0.00119724  0.01658659
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L2 term: [ 2.62340033e-09  2.59837349e-08  4.89441908e-08  1.42126416e-09
 -3.24454440e-09  4.49501208e-08  2.26110725e-08 -7.93176897e-10
  2.26041227e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00106123  0.00971149  0.0181727   0.00063784 -0.00115155  0.01661756
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L2 term: [ 2.87594923e-09  2.63184144e-08  4.92485070e-08  1.72855105e-09
 -3.12072930e-09  4.50340445e-08  2.26827981e-08 -3.19558757e-10
  2.29181025e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 1.15435187e-03  9.83491917e-03  1.82849221e-02  7.51128681e-04
 -1.10586731e-03  1.66484684e-02  8.39639638e-03  5.67471956e-05
  8.57258069e-03]
L2 term: [ 3.12832484e-09  2.66528975e-08  4.95526344e-08  2.03557908e-09
 -2.99693039e-09  4.51178004e-08  2.27544617e-08  1.53786438e-10
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00124741  0.00995827  0.01839708  0.00086433 -0.00106019  0.01667931
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L2 term: [ 3.38052730e-09  2.69871843e-08  4.98565730e-08  2.34234846e-09
 -2.87314767e-09  4.52013888e-08  2.28260636e-08  6.26858875e-10
  2.35455932e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00134041  0.01008155  0.01850916  0.00097743 -0.00101452  0.01671009
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L2 term: [ 3.63255674e-09  2.73212750e-08  5.01603231e-08  2.64885938e-09
 -2.74938114e-09  4.52848098e-08  2.28976036e-08  1.09965874e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00143335  0.01020476  0.01862117  0.00109044 -0.00096886  0.01674082
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L2 term: [ 3.88441327e-09  2.76551696e-08  5.04638848e-08  2.95511203e-09
 -2.62563080e-09  4.53680635e-08  2.29690819e-08  1.57218622e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00152622  0.01032789  0.01873312  0.00120335 -0.0009232   0.01677147
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L2 term: [ 4.13609701e-09  2.79888684e-08  5.07672582e-08  3.26110663e-09
 -2.50189667e-09  4.54511500e-08  2.30404984e-08  2.04444150e-09
  2.44856581e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00161903  0.01045096  0.01884499  0.00131617 -0.00087755  0.01680207
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L2 term: [ 4.38760811e-09  2.83223714e-08  5.10704434e-08  3.56684337e-09
 -2.37817873e-09  4.55340696e-08  2.31118533e-08  2.51642477e-09
  2.47987012e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00171177  0.01057395  0.0189568   0.00142889 -0.0008319   0.01683261
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L2 term: [ 4.63894667e-09  2.86556788e-08  5.13734407e-08  3.87232244e-09
 -2.25447700e-09  4.56168224e-08  2.31831467e-08  2.98813621e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00180445  0.01069686  0.01906854  0.00154151 -0.00078626  0.01686308
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L2 term: [ 4.89011282e-09  2.89887906e-08  5.16762500e-08  4.17754405e-09
 -2.13079147e-09  4.56994085e-08  2.32543784e-08  3.45957601e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00189707  0.01081971  0.0191802   0.00165405 -0.00074063  0.01689349
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L2 term: [ 5.14110668e-09  2.93217071e-08  5.19788716e-08  4.48250839e-09
 -2.00712215e-09  4.57818280e-08  2.33255486e-08  3.93074435e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00198962  0.01094248  0.0192918   0.00176648 -0.000695    0.01692385
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L2 term: [ 5.39192838e-09  2.96544284e-08  5.22813055e-08  4.78721566e-09
 -1.88346904e-09  4.58640811e-08  2.33966574e-08  4.40164142e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00208211  0.01106519  0.01940333  0.00187882 -0.00064938  0.01695414
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L2 term: [ 5.64257805e-09  2.99869545e-08  5.25835520e-08  5.09166607e-09
 -1.75983214e-09  4.59461680e-08  2.34677047e-08  4.87226742e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00217454  0.01118782  0.01951479  0.00199107 -0.00060376  0.01698436
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L2 term: [ 5.89305579e-09  3.03192857e-08  5.28856111e-08  5.39585980e-09
 -1.63621146e-09  4.60280888e-08  2.35386906e-08  5.34262251e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.0022669   0.01131037  0.01962618  0.00210323 -0.00055815  0.01701453
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L2 term: [ 6.14336175e-09  3.06514220e-08  5.31874830e-08  5.69979706e-09
 -1.51260699e-09  4.61098436e-08  2.36096152e-08  5.81270689e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.0023592   0.01143286  0.0197375   0.00221528 -0.00051255  0.01704464
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L2 term: [ 6.39349604e-09  3.09833635e-08  5.34891679e-08  6.00347805e-09
 -1.38901874e-09  4.61914326e-08  2.36804785e-08  6.28252075e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00245144  0.01155528  0.01984876  0.00232725 -0.00046695  0.01707468
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L2 term: [ 6.64345879e-09  3.13151105e-08  5.37906657e-08  6.30690296e-09
 -1.26544672e-09  4.62728560e-08  2.37512805e-08  6.75206426e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00254361  0.01167762  0.01995994  0.00243912 -0.00042136  0.01710467
  0.00879033  0.00266467  0.01030269]
L2 term: [ 6.89325011e-09  3.16466630e-08  5.40919768e-08  6.61007199e-09
 -1.14189092e-09  4.63541138e-08  2.38220213e-08  7.22133762e-09
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lambda_param: 0.001
m: 369
theta[1:]: [ 0.00263572  0.01179989  0.02007105  0.00255089 -0.00037577  0.01713459
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L2 term: [ 7.14287014e-09  3.19780212e-08  5.43931012e-08  6.91298534e-09
 -1.01835134e-09  4.64352062e-08  2.38927010e-08  7.69034101e-09
  2.82319141e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00272777  0.01192209  0.0201821   0.00266257 -0.00033019  0.01716445
  0.00884246  0.0030107   0.0105324 ]
L2 term: [ 7.39231899e-09  3.23091851e-08  5.46940390e-08  7.21564321e-09
 -8.94827995e-10  4.65161334e-08  2.39633196e-08  8.15907462e-09
  2.85430941e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00281975  0.01204422  0.02029308  0.00277416 -0.00028462  0.01719425
  0.0088685   0.00318356  0.01064717]
L2 term: [ 7.64159680e-09  3.26401550e-08  5.49947905e-08  7.51804580e-09
 -7.71320880e-10  4.65968955e-08  2.40338771e-08  8.62753863e-09
  2.88541194e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00291167  0.01216627  0.02040399  0.00288565 -0.00023905  0.01722399
  0.00889451  0.00335633  0.01076188]
L2 term: [ 7.89070367e-09  3.29709309e-08  5.52953556e-08  7.82019330e-09
 -6.47829998e-10  4.66774927e-08  2.41043735e-08  9.09573323e-09
  2.91649902e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00300353  0.01228826  0.02051483  0.00299705 -0.00019349  0.01725367
  0.0089205   0.00352899  0.01087654]
L2 term: [ 8.13963974e-09  3.33015130e-08  5.55957346e-08  8.12208590e-09
 -5.24355351e-10  4.67579250e-08  2.41748090e-08  9.56365860e-09
  2.94757065e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00309532  0.01241017  0.0206256   0.00310835 -0.00014793  0.01728329
  0.00894647  0.00370156  0.01099113]
L2 term: [ 8.38840513e-09  3.36319013e-08  5.58959276e-08  8.42372382e-09
 -4.00896941e-10  4.68381927e-08  2.42451836e-08  1.00313149e-08
  2.97862685e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 0.00318705  0.01253201  0.0207363   0.00321956 -0.00010238  0.01731285
  0.00897242  0.00387402  0.01110567]
L2 term: [ 8.63699996e-09  3.39620962e-08  5.61959347e-08  8.72510725e-09
 -2.77454771e-10  4.69182959e-08  2.43154972e-08  1.04987024e-08
  3.00966762e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 3.27872159e-03  1.26537840e-02  2.08469340e-02  3.33068122e-03
 -5.68366431e-05  1.73423486e-02  8.99834177e-03  4.04638802e-03
  1.12201571e-02]
L2 term: [ 8.88542435e-09  3.42920975e-08  5.64957561e-08  9.02623637e-09
 -1.54028843e-10  4.69982348e-08  2.43857501e-08  1.09658212e-08
  3.04069298e-08]
lambda_param: 0.001
m: 369
theta[1:]: [ 3.37032734e-03  1.27754832e-02  2.09574996e-02  3.44170411e-03
 -1.12984697e-05  1.73717855e-02  9.02424263e-03  4.21865579e-03
  1.13345838e-02]
L2 term: [ 9.13367844e-09  3.46219056e-08  5.67953919e-08  9.32711140e-09
 -3.06191592e-11  4.70780094e-08  2.44559421e-08  1.14326715e-08
  3.07170293e-08]
lambda_param: 0.001
m: 369
theta[1:]: [3.46187030e-03 1.28971111e-02 2.10679968e-02 3.55263330e-03
 3.42337088e-05 1.74011618e-02 9.05012107e-03 4.39082455e-03
 1.14489537e-02]
L2 term: [9.38176233e-09 3.49515205e-08 5.70948422e-08 9.62773253e-09
 9.27742787e-11 4.71576199e-08 2.45260734e-08 1.18992535e-08
 3.10269749e-08]
lambda_param: 0.001
m: 369
theta[1:]: [3.55335050e-03 1.30186677e-02 2.11784255e-02 3.66346888e-03
 7.97598918e-05 1.74304776e-02 9.07597711e-03 4.56289438e-03
 1.15632669e-02]
L2 term: [9.62967616e-09 3.52809423e-08 5.73941072e-08 9.92809995e-09
 2.16151468e-10 4.72370665e-08 2.45961439e-08 1.23655674e-08
 3.13367666e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00364477 0.01314015 0.02128879 0.00377421 0.00012528 0.01745973
 0.00910181 0.00473487 0.01167752]
L2 term: [9.87742004e-09 3.56101712e-08 5.76931869e-08 1.02282139e-08
 3.39512408e-10 4.73163494e-08 2.46661538e-08 1.28316134e-08
 3.16464045e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00373612 0.01326157 0.02139908 0.00388486 0.00017079 0.01748893
 0.00912762 0.00490674 0.01179172]
L2 term: [1.01249941e-08 3.59392074e-08 5.79920816e-08 1.05280745e-08
 4.62857095e-10 4.73954685e-08 2.47361031e-08 1.32973916e-08
 3.19558888e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00382742 0.01338291 0.0215093  0.00399541 0.0002163  0.01751806
 0.00915341 0.00507851 0.01190587]
L2 term: [1.03723985e-08 3.62680508e-08 5.82907913e-08 1.08276820e-08
 5.86185527e-10 4.74744242e-08 2.48059918e-08 1.37629023e-08
 3.22652194e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00391864 0.01350418 0.02161946 0.00410588 0.0002618  0.01754714
 0.00917918 0.00525019 0.01201995]
L2 term: [1.06196333e-08 3.65967017e-08 5.85893162e-08 1.11270365e-08
 7.09497704e-10 4.75532166e-08 2.48758200e-08 1.42281456e-08
 3.25743966e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00400981 0.01362538 0.02172955 0.00421625 0.0003073  0.01757615
 0.00920492 0.00542176 0.01213398]
L2 term: [1.08666986e-08 3.69251602e-08 5.88876565e-08 1.14261384e-08
 8.32793621e-10 4.76318457e-08 2.49455877e-08 1.46931216e-08
 3.28834204e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00410092 0.01374651 0.02183956 0.00432652 0.00035279 0.01760511
 0.00923064 0.00559324 0.01224796]
L2 term: [1.11135946e-08 3.72534264e-08 5.91858122e-08 1.17249877e-08
 9.56073278e-10 4.77103117e-08 2.50152949e-08 1.51578307e-08
 3.31922909e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00419196 0.01386757 0.02194952 0.0044367  0.00039828 0.017634
 0.00925634 0.00576462 0.01236187]
L2 term: [1.13603214e-08 3.75815005e-08 5.94837835e-08 1.20235848e-08
 1.07933667e-09 4.77886149e-08 2.50849418e-08 1.56222730e-08
 3.35010082e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00428294 0.01398856 0.0220594  0.00454679 0.00044375 0.01766283
 0.00928202 0.0059359  0.01247573]
L2 term: [1.16068791e-08 3.79093825e-08 5.97815705e-08 1.23219296e-08
 1.20258380e-09 4.78667552e-08 2.51545283e-08 1.60864486e-08
 3.38095724e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00437386 0.01410948 0.02216921 0.00465679 0.00048923 0.01769161
 0.00930768 0.00610708 0.01258954]
L2 term: [1.18532679e-08 3.82370727e-08 6.00791733e-08 1.26200226e-08
 1.32581467e-09 4.79447330e-08 2.52240545e-08 1.65503578e-08
 3.41179836e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00446471 0.01423033 0.02227896 0.00476669 0.00053469 0.01772032
 0.00933331 0.00627817 0.01270328]
L2 term: [1.20994878e-08 3.85645710e-08 6.03765922e-08 1.29178638e-08
 1.44902926e-09 4.80225482e-08 2.52935205e-08 1.70140007e-08
 3.44262418e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0045555  0.0143511  0.02238864 0.0048765  0.00058015 0.01774897
 0.00935892 0.00644915 0.01281697]
L2 term: [1.23455390e-08 3.88918778e-08 6.06738272e-08 1.32154535e-08
 1.57222759e-09 4.81002011e-08 2.53629262e-08 1.74773775e-08
 3.47343473e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00464623 0.01447181 0.02249825 0.00498622 0.00062561 0.01777757
 0.00938451 0.00662004 0.01293061]
L2 term: [1.25914216e-08 3.92189930e-08 6.09708784e-08 1.35127918e-08
 1.69540964e-09 4.81776918e-08 2.54322718e-08 1.79404885e-08
 3.50423000e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0047369  0.01459244 0.0226078  0.00509585 0.00067105 0.0178061
 0.00941007 0.00679083 0.01304419]
L2 term: [1.28371357e-08 3.95459168e-08 6.12677461e-08 1.38098790e-08
 1.81857542e-09 4.82550204e-08 2.55015572e-08 1.84033337e-08
 3.53501002e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00482751 0.01471301 0.02271727 0.00520538 0.0007165  0.01783458
 0.00943562 0.00696152 0.01315771]
L2 term: [1.30826815e-08 3.98726494e-08 6.15644302e-08 1.41067152e-08
 1.94172492e-09 4.83321871e-08 2.55707826e-08 1.88659134e-08
 3.56577478e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00491805 0.0148335  0.02282668 0.00531482 0.00076193 0.01786299
 0.00946114 0.00713212 0.01327117]
L2 term: [1.33280591e-08 4.01991908e-08 6.18609310e-08 1.44033007e-08
 2.06485815e-09 4.84091920e-08 2.56399479e-08 1.93282277e-08
 3.59652429e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00500854 0.01495392 0.02293602 0.00542417 0.00080736 0.01789135
 0.00948664 0.00730261 0.01338458]
L2 term: [1.35732685e-08 4.05255413e-08 6.21572486e-08 1.46996356e-08
 2.18797509e-09 4.84860354e-08 2.57090533e-08 1.97902769e-08
 3.62725858e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00509896 0.01507428 0.0230453  0.00553342 0.00085279 0.01791964
 0.00951212 0.00747301 0.01349794]
L2 term: [1.38183100e-08 4.08517009e-08 6.24533831e-08 1.49957202e-08
 2.31107576e-09 4.85627172e-08 2.57780987e-08 2.02520611e-08
 3.65797763e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00518931 0.01519456 0.0231545  0.00564258 0.00089821 0.01794788
 0.00953757 0.00764331 0.01361123]
L2 term: [1.40631836e-08 4.11776697e-08 6.27493347e-08 1.52915546e-08
 2.43416014e-09 4.86392377e-08 2.58470842e-08 2.07135805e-08
 3.68868148e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00527961 0.01531477 0.02326364 0.00575165 0.00094362 0.01797606
 0.00956301 0.00781351 0.01372448]
L2 term: [1.43078895e-08 4.15034479e-08 6.30451034e-08 1.55871390e-08
 2.55722824e-09 4.87155970e-08 2.59160098e-08 2.11748353e-08
 3.71937012e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00536985 0.01543491 0.02337271 0.00586063 0.00098902 0.01800417
 0.00958842 0.00798362 0.01383766]
L2 term: [1.45524277e-08 4.18290356e-08 6.33406895e-08 1.58824737e-08
 2.68028005e-09 4.87917952e-08 2.59848757e-08 2.16358256e-08
 3.75004356e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00546002 0.01555499 0.02348172 0.00596952 0.00103442 0.01803223
 0.00961381 0.00815363 0.01395079]
L2 term: [1.47967985e-08 4.21544330e-08 6.36360930e-08 1.61775587e-08
 2.80331557e-09 4.88678325e-08 2.60536818e-08 2.20965518e-08
 3.78070182e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00555013 0.01567499 0.02359065 0.00607831 0.00107982 0.01806023
 0.00963918 0.00832354 0.01406386]
L2 term: [1.50410019e-08 4.24796401e-08 6.39313141e-08 1.64723944e-08
 2.92633480e-09 4.89437091e-08 2.61224281e-08 2.25570138e-08
 3.81134490e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00564018 0.01579492 0.02369952 0.00618702 0.00112521 0.01808817
 0.00966452 0.00849335 0.01417688]
L2 term: [1.52850380e-08 4.28046571e-08 6.42263529e-08 1.67669809e-08
 3.04933774e-09 4.90194250e-08 2.61911148e-08 2.30172120e-08
 3.84197281e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00573017 0.01591478 0.02380833 0.00629563 0.00117059 0.01811605
 0.00968984 0.00866307 0.01428984]
L2 term: [1.55289070e-08 4.31294842e-08 6.45212096e-08 1.70613184e-08
 3.17232438e-09 4.90949805e-08 2.62597418e-08 2.34771465e-08
 3.87258557e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00582009 0.01603457 0.02391706 0.00640415 0.00121596 0.01814387
 0.00971515 0.00883269 0.01440275]
L2 term: [1.57726090e-08 4.34541214e-08 6.48158842e-08 1.73554072e-08
 3.29529473e-09 4.91703756e-08 2.63283093e-08 2.39368176e-08
 3.90318317e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00590996 0.01615429 0.02402573 0.00651257 0.00126133 0.01817163
 0.00974043 0.00900221 0.0145156 ]
L2 term: [1.60161442e-08 4.37785689e-08 6.51103769e-08 1.76492473e-08
 3.41824879e-09 4.92456105e-08 2.63968172e-08 2.43962252e-08
 3.93376564e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00599976 0.01627394 0.02413433 0.00662091 0.0013067  0.01819933
 0.00976568 0.00917163 0.01462839]
L2 term: [1.62595125e-08 4.41028267e-08 6.54046879e-08 1.79428390e-08
 3.54118654e-09 4.93206853e-08 2.64652656e-08 2.48553698e-08
 3.96433299e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0060895  0.01639352 0.02424286 0.00672915 0.00135206 0.01822698
 0.00979092 0.00934096 0.01474113]
L2 term: [1.65027142e-08 4.44268951e-08 6.56988173e-08 1.82361825e-08
 3.66410800e-09 4.93956003e-08 2.65336546e-08 2.53142514e-08
 3.99488521e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00617918 0.01651304 0.02435133 0.0068373  0.00139741 0.01825456
 0.00981613 0.00951019 0.01485381]
L2 term: [1.67457494e-08 4.47507742e-08 6.59927651e-08 1.85292779e-08
 3.78701315e-09 4.94703554e-08 2.66019842e-08 2.57728702e-08
 4.02542232e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0062688  0.01663248 0.02445973 0.00694536 0.00144275 0.01828209
 0.00984132 0.00967932 0.01496643]
L2 term: [1.69886182e-08 4.50744641e-08 6.62865316e-08 1.88221256e-08
 3.90990200e-09 4.95449510e-08 2.66702544e-08 2.62312264e-08
 4.05594433e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00635836 0.01675185 0.02456806 0.00705333 0.00148809 0.01830955
 0.00986649 0.00984836 0.01507901]
L2 term: [1.72313207e-08 4.53979648e-08 6.65801169e-08 1.91147256e-08
 4.03277454e-09 4.96193871e-08 2.67384653e-08 2.66893202e-08
 4.08645125e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00644785 0.01687115 0.02467633 0.00716121 0.00153343 0.01833696
 0.00989164 0.0100173  0.01519152]
L2 term: [1.74738571e-08 4.57212766e-08 6.68735211e-08 1.94070782e-08
 4.15563078e-09 4.96936638e-08 2.68066169e-08 2.71471518e-08
 4.11694309e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00653729 0.01699038 0.02478453 0.007269   0.00157876 0.01836431
 0.00991677 0.01018614 0.01530398]
L2 term: [1.77162274e-08 4.60443996e-08 6.71667443e-08 1.96991836e-08
 4.27847071e-09 4.97677813e-08 2.68747093e-08 2.76047214e-08
 4.14741986e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00662666 0.01710955 0.02489266 0.00737669 0.00162408 0.0183916
 0.00994187 0.01035489 0.01541638]
L2 term: [1.79584318e-08 4.63673339e-08 6.74597867e-08 1.99910419e-08
 4.40129433e-09 4.98417398e-08 2.69427425e-08 2.80620291e-08
 4.17788156e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00671597 0.01722864 0.02500073 0.0074843  0.00166939 0.01841883
 0.00996695 0.01052354 0.01552873]
L2 term: [1.82004704e-08 4.66900796e-08 6.77526483e-08 2.02826534e-08
 4.52410163e-09 4.99155393e-08 2.70107165e-08 2.85190751e-08
 4.20832822e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00680522 0.01734766 0.02510873 0.00759181 0.0017147  0.01844601
 0.00999202 0.01069209 0.01564102]
L2 term: [1.84423434e-08 4.70126368e-08 6.80453294e-08 2.05740182e-08
 4.64689263e-09 4.99891801e-08 2.70786315e-08 2.89758597e-08
 4.23875982e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00689441 0.01746662 0.02521666 0.00769924 0.00176001 0.01847312
 0.01001705 0.01086055 0.01575326]
L2 term: [1.86840508e-08 4.73350057e-08 6.83378301e-08 2.08651365e-08
 4.76966731e-09 5.00626622e-08 2.71464874e-08 2.94323829e-08
 4.26917640e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00698354 0.0175855  0.02532453 0.00780657 0.00180531 0.01850018
 0.01004207 0.01102891 0.01586544]
L2 term: [1.89255927e-08 4.76571865e-08 6.86301504e-08 2.11560086e-08
 4.89242568e-09 5.01359859e-08 2.72142843e-08 2.98886450e-08
 4.29957795e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00707261 0.01770432 0.02543233 0.00791381 0.0018506  0.01852718
 0.01006707 0.01119717 0.01597757]
L2 term: [1.91669694e-08 4.79791791e-08 6.89222906e-08 2.14466347e-08
 5.01516772e-09 5.02091512e-08 2.72820223e-08 3.03446462e-08
 4.32996449e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00716162 0.01782306 0.02554006 0.00802096 0.00189588 0.01855412
 0.01009204 0.01136534 0.01608964]
L2 term: [1.94081809e-08 4.83009838e-08 6.92142507e-08 2.17370148e-08
 5.13789345e-09 5.02821583e-08 2.73497013e-08 3.08003866e-08
 4.36033602e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00725056 0.01794174 0.02564773 0.00812802 0.00194116 0.018581
 0.01011699 0.01153341 0.01620166]
L2 term: [1.96492273e-08 4.86226007e-08 6.95060309e-08 2.20271493e-08
 5.26060286e-09 5.03550073e-08 2.74173215e-08 3.12558665e-08
 4.39069255e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00733945 0.01806035 0.02575533 0.00823499 0.00198644 0.01860782
 0.01014192 0.01170139 0.01631362]
L2 term: [1.98901088e-08 4.89440299e-08 6.97976314e-08 2.23170383e-08
 5.38329595e-09 5.04276984e-08 2.74848828e-08 3.17110859e-08
 4.42103410e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00742827 0.01817889 0.02586286 0.00834187 0.0020317  0.01863459
 0.01016683 0.01186927 0.01642552]
L2 term: [2.01308254e-08 4.92652716e-08 7.00890521e-08 2.26066819e-08
 5.50597272e-09 5.05002318e-08 2.75523853e-08 3.21660452e-08
 4.45136067e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00751704 0.01829735 0.02597033 0.00844865 0.00207697 0.01866129
 0.01019172 0.01203705 0.01653737]
L2 term: [2.03713774e-08 4.95863258e-08 7.03802934e-08 2.28960805e-08
 5.62863316e-09 5.05726075e-08 2.76198292e-08 3.26207444e-08
 4.48167227e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00760574 0.01841575 0.02607773 0.00855535 0.00212222 0.01868794
 0.01021658 0.01220474 0.01664917]
L2 term: [2.06117648e-08 4.99071927e-08 7.06713552e-08 2.31852342e-08
 5.75127727e-09 5.06448256e-08 2.76872143e-08 3.30751838e-08
 4.51196892e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00769438 0.01853408 0.02618507 0.00866196 0.00216747 0.01871453
 0.01024143 0.01237234 0.0167609 ]
L2 term: [2.08519877e-08 5.02278724e-08 7.09622379e-08 2.34741432e-08
 5.87390506e-09 5.07168865e-08 2.77545408e-08 3.35293635e-08
 4.54225061e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00778297 0.01865235 0.02629234 0.00876848 0.00221271 0.01874106
 0.01026625 0.01253983 0.01687259]
L2 term: [2.10920462e-08 5.05483651e-08 7.12529413e-08 2.37628076e-08
 5.99651652e-09 5.07887901e-08 2.78218086e-08 3.39832837e-08
 4.57251737e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00787149 0.01877054 0.02639954 0.0088749  0.00225795 0.01876754
 0.01029105 0.01270723 0.01698422]
L2 term: [2.13319406e-08 5.08686708e-08 7.15434658e-08 2.40512277e-08
 6.11911165e-09 5.08605366e-08 2.78890179e-08 3.44369447e-08
 4.60276920e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00795995 0.01888866 0.02650668 0.00898124 0.00230318 0.01879395
 0.01031583 0.01287454 0.01709579]
L2 term: [2.15716709e-08 5.11887898e-08 7.18338114e-08 2.43394037e-08
 6.24169045e-09 5.09321263e-08 2.79561687e-08 3.48903465e-08
 4.63300610e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00804835 0.01900672 0.02661375 0.00908749 0.00234841 0.01882031
 0.01034058 0.01304175 0.01720731]
L2 term: [2.18112371e-08 5.15087220e-08 7.21239783e-08 2.46273358e-08
 6.36425292e-09 5.10035591e-08 2.80232610e-08 3.53434894e-08
 4.66322810e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00813669 0.0191247  0.02672075 0.00919364 0.00239363 0.01884661
 0.01036532 0.01320886 0.01731878]
L2 term: [2.20506396e-08 5.18284677e-08 7.24139665e-08 2.49150241e-08
 6.48679906e-09 5.10748352e-08 2.80902949e-08 3.57963735e-08
 4.69343520e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00822497 0.01924262 0.02682769 0.00929971 0.00243884 0.01887286
 0.01039003 0.01337588 0.01743019]
L2 term: [2.22898782e-08 5.21480270e-08 7.27037763e-08 2.52024688e-08
 6.60932886e-09 5.11459549e-08 2.81572704e-08 3.62489991e-08
 4.72362740e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00831318 0.01936047 0.02693457 0.00940569 0.00248405 0.01889904
 0.01041473 0.0135428  0.01754154]
L2 term: [2.25289533e-08 5.24674000e-08 7.29934078e-08 2.54896702e-08
 6.73184232e-09 5.12169182e-08 2.82241876e-08 3.67013663e-08
 4.75380472e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00840134 0.01947825 0.02704138 0.00951158 0.00252925 0.01892517
 0.0104394  0.01370963 0.01765284]
L2 term: [2.27678649e-08 5.27865869e-08 7.32828610e-08 2.57766284e-08
 6.85433945e-09 5.12877253e-08 2.82910465e-08 3.71534752e-08
 4.78396717e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00848944 0.01959596 0.02714812 0.00961737 0.00257445 0.01895124
 0.01046405 0.01387637 0.01776408]
L2 term: [2.30066131e-08 5.31055876e-08 7.35721362e-08 2.60633437e-08
 6.97682023e-09 5.13583762e-08 2.83578471e-08 3.76053262e-08
 4.81411475e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00857748 0.0197136  0.0272548  0.00972308 0.00261964 0.01897725
 0.01048867 0.014043   0.01787527]
L2 term: [2.32451980e-08 5.34244025e-08 7.38612334e-08 2.63498162e-08
 7.09928468e-09 5.14288713e-08 2.84245895e-08 3.80569193e-08
 4.84424748e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00866546 0.01983118 0.02736141 0.0098287  0.00266482 0.01900321
 0.01051328 0.01420955 0.01798641]
L2 term: [2.34836198e-08 5.37430316e-08 7.41501528e-08 2.66360460e-08
 7.22173279e-09 5.14992105e-08 2.84912738e-08 3.85082548e-08
 4.87436537e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00875337 0.01994868 0.02746795 0.00993423 0.00271    0.01902911
 0.01053787 0.01437599 0.01809749]
L2 term: [2.37218786e-08 5.40614750e-08 7.44388944e-08 2.69220335e-08
 7.34416456e-09 5.15693940e-08 2.85578999e-08 3.89593327e-08
 4.90446842e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00884123 0.02006612 0.02757443 0.01003967 0.00275517 0.01905495
 0.01056243 0.01454235 0.01820851]
L2 term: [2.39599745e-08 5.43797329e-08 7.47274586e-08 2.72077788e-08
 7.46657998e-09 5.16394220e-08 2.86244680e-08 3.94101534e-08
 4.93455664e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00892903 0.02018349 0.02768085 0.01014502 0.00280033 0.01908073
 0.01058697 0.0147086  0.01831948]
L2 term: [2.41979077e-08 5.46978053e-08 7.50158453e-08 2.74932821e-08
 7.58897906e-09 5.17092947e-08 2.86909780e-08 3.98607170e-08
 4.96463005e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00901677 0.02030079 0.0277872  0.01025028 0.00284549 0.01910646
 0.01061149 0.01487477 0.0184304 ]
L2 term: [2.44356782e-08 5.50156925e-08 7.53040546e-08 2.77785435e-08
 7.71136179e-09 5.17790121e-08 2.87574301e-08 4.03110236e-08
 4.99468865e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00910444 0.02041802 0.02789348 0.01035545 0.00289065 0.01913212
 0.01063599 0.01504084 0.01854126]
L2 term: [2.46732861e-08 5.53333945e-08 7.55920869e-08 2.80635633e-08
 7.83372818e-09 5.18485744e-08 2.88238242e-08 4.07610735e-08
 5.02473245e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00919206 0.02053519 0.0279997  0.01046054 0.00293579 0.01915774
 0.01066047 0.01520681 0.01865207]
L2 term: [2.49107316e-08 5.56509115e-08 7.58799420e-08 2.83483417e-08
 7.95607822e-09 5.19179817e-08 2.88901604e-08 4.12108668e-08
 5.05476146e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00927962 0.02065228 0.02810585 0.01056553 0.00298093 0.01918329
 0.01068493 0.01537269 0.01876282]
L2 term: [2.51480149e-08 5.59682435e-08 7.61676203e-08 2.86328789e-08
 8.07841191e-09 5.19872342e-08 2.89564388e-08 4.16604037e-08
 5.08477570e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00936712 0.02076931 0.02821194 0.01067044 0.00302607 0.01920879
 0.01070936 0.01553847 0.01887352]
L2 term: [2.53851359e-08 5.62853908e-08 7.64551218e-08 2.89171750e-08
 8.20072925e-09 5.20563320e-08 2.90226594e-08 4.21096845e-08
 5.11477516e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00945455 0.02088627 0.02831796 0.01077525 0.0030712  0.01923423
 0.01073378 0.01570416 0.01898416]
L2 term: [2.56220949e-08 5.66023534e-08 7.67424466e-08 2.92012302e-08
 8.32303024e-09 5.21252752e-08 2.90888222e-08 4.25587092e-08
 5.14475987e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00954193 0.02100316 0.02842392 0.01087998 0.00311632 0.01925961
 0.01075817 0.01586976 0.01909475]
L2 term: [2.58588920e-08 5.69191315e-08 7.70295949e-08 2.94850448e-08
 8.44531488e-09 5.21940641e-08 2.91549272e-08 4.30074780e-08
 5.17472982e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00962925 0.02111998 0.02852981 0.01098462 0.00316144 0.01928494
 0.01078254 0.01603526 0.01920529]
L2 term: [2.60955273e-08 5.72357252e-08 7.73165669e-08 2.97686189e-08
 8.56758317e-09 5.22626987e-08 2.92209746e-08 4.34559912e-08
 5.20468504e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00971651 0.02123674 0.02863564 0.01108917 0.00320655 0.01931021
 0.01080689 0.01620067 0.01931577]
L2 term: [2.63320008e-08 5.75521346e-08 7.76033625e-08 3.00519527e-08
 8.68983510e-09 5.23311792e-08 2.92869644e-08 4.39042489e-08
 5.23462552e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00980371 0.02135342 0.0287414  0.01119363 0.00325165 0.01933542
 0.01083122 0.01636598 0.01942619]
L2 term: [2.65683128e-08 5.78683598e-08 7.78899820e-08 3.03350464e-08
 8.81207068e-09 5.23995056e-08 2.93528966e-08 4.43522513e-08
 5.26455128e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00989085 0.02147004 0.0288471  0.01129801 0.00329675 0.01936057
 0.01085553 0.0165312  0.01953657]
L2 term: [2.68044633e-08 5.81844011e-08 7.81764255e-08 3.06179003e-08
 8.93428990e-09 5.24676783e-08 2.94187712e-08 4.47999985e-08
 5.29446232e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.00997793 0.0215866  0.02895273 0.01140229 0.00334185 0.01938567
 0.01087981 0.01669632 0.01964688]
L2 term: [2.70404525e-08 5.85002584e-08 7.84626932e-08 3.09005144e-08
 9.05649277e-09 5.25356972e-08 2.94845884e-08 4.52474909e-08
 5.32435866e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01006495 0.02170308 0.0290583  0.01150649 0.00338693 0.01941071
 0.01090408 0.01686135 0.01975715]
L2 term: [2.72762805e-08 5.88159319e-08 7.87487851e-08 3.11828890e-08
 9.17867928e-09 5.26035625e-08 2.95503481e-08 4.56947284e-08
 5.35424031e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01015191 0.02181949 0.0291638  0.01161059 0.00343201 0.0194357
 0.01092832 0.01702629 0.01986736]
L2 term: [2.75119474e-08 5.91314218e-08 7.90347014e-08 3.14650243e-08
 9.30084943e-09 5.26712745e-08 2.96160504e-08 4.61417114e-08
 5.38410727e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01023881 0.02193584 0.02926924 0.01171461 0.00347709 0.01946063
 0.01095255 0.01719113 0.01997751]
L2 term: [2.77474533e-08 5.94467281e-08 7.93204422e-08 3.17469204e-08
 9.42300322e-09 5.27388331e-08 2.96816953e-08 4.65884400e-08
 5.41395956e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01032565 0.02205212 0.02937462 0.01181855 0.00352216 0.0194855
 0.01097675 0.01735588 0.02008761]
L2 term: [2.79827983e-08 5.97618511e-08 7.96060076e-08 3.20285776e-08
 9.54514065e-09 5.28062386e-08 2.97472829e-08 4.70349144e-08
 5.44379718e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01041244 0.02216834 0.02947993 0.01192239 0.00356722 0.01951032
 0.01100093 0.01752054 0.02019766]
L2 term: [2.82179826e-08 6.00767907e-08 7.98913978e-08 3.23099961e-08
 9.66726172e-09 5.28734911e-08 2.98128132e-08 4.74811347e-08
 5.47362014e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01049916 0.02228448 0.02958517 0.01202614 0.00361228 0.01953508
 0.01102509 0.0176851  0.02030765]
L2 term: [2.84530063e-08 6.03915472e-08 8.01766129e-08 3.25911759e-08
 9.78936643e-09 5.29405906e-08 2.98782862e-08 4.79271012e-08
 5.50342846e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01058582 0.02240056 0.02969035 0.01212981 0.00365733 0.01955978
 0.01104923 0.01784957 0.02041759]
L2 term: [2.86878695e-08 6.07061207e-08 8.04616531e-08 3.28721174e-08
 9.91145477e-09 5.30075375e-08 2.99437021e-08 4.83728140e-08
 5.53322214e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01067243 0.02251657 0.02979547 0.01223339 0.00370237 0.01958443
 0.01107334 0.01801394 0.02052747]
L2 term: [2.89225723e-08 6.10205113e-08 8.07465184e-08 3.31528208e-08
 1.00335268e-08 5.30743318e-08 3.00090609e-08 4.88182733e-08
 5.56300118e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01075898 0.02263251 0.02990052 0.01233688 0.00374741 0.01960902
 0.01109744 0.01817822 0.02063731]
L2 term: [2.91571148e-08 6.13347191e-08 8.10312090e-08 3.34332861e-08
 1.01555824e-08 5.31409736e-08 3.00743625e-08 4.92634792e-08
 5.59276561e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01084546 0.02274839 0.0300055  0.01244029 0.00379244 0.01963355
 0.01112152 0.01834241 0.02074708]
L2 term: [2.93914972e-08 6.16487442e-08 8.13157250e-08 3.37135137e-08
 1.02776216e-08 5.32074631e-08 3.01396071e-08 4.97084321e-08
 5.62251543e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01093189 0.02286419 0.03011042 0.0125436  0.00383747 0.01965803
 0.01114557 0.01850651 0.0208568 ]
L2 term: [2.96257195e-08 6.19625868e-08 8.16000665e-08 3.39935036e-08
 1.03996445e-08 5.32738004e-08 3.02047946e-08 5.01531320e-08
 5.65225065e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01101826 0.02297994 0.03021528 0.01264683 0.00388249 0.01968245
 0.0111696  0.01867051 0.02096647]
L2 term: [2.98597820e-08 6.22762471e-08 8.18842337e-08 3.42732561e-08
 1.05216510e-08 5.33399856e-08 3.02699252e-08 5.05975791e-08
 5.68197128e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01110457 0.02309561 0.03032008 0.01274997 0.0039275  0.01970682
 0.01119361 0.01883441 0.02107609]
L2 term: [3.00936847e-08 6.25897250e-08 8.21682268e-08 3.45527714e-08
 1.06436412e-08 5.34060190e-08 3.03349989e-08 5.10417736e-08
 5.71167732e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01119082 0.02321121 0.0304248  0.01285303 0.00397251 0.01973113
 0.01121761 0.01899823 0.02118565]
L2 term: [3.03274277e-08 6.29030208e-08 8.24520457e-08 3.48320496e-08
 1.07656149e-08 5.34719006e-08 3.04000157e-08 5.14857156e-08
 5.74136879e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01127701 0.02332675 0.03052947 0.01295599 0.00401751 0.01975539
 0.01124158 0.01916195 0.02129516]
L2 term: [3.05610111e-08 6.32161345e-08 8.27356907e-08 3.51110910e-08
 1.08875724e-08 5.35376306e-08 3.04649756e-08 5.19294055e-08
 5.77104570e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01136315 0.02344223 0.03063407 0.01305887 0.00406251 0.01977958
 0.01126553 0.01932558 0.02140461]
L2 term: [3.07944351e-08 6.35290663e-08 8.30191619e-08 3.53898958e-08
 1.10095134e-08 5.36032091e-08 3.05298787e-08 5.23728433e-08
 5.80070805e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01144922 0.02355763 0.03073861 0.01316166 0.0041075  0.01980373
 0.01128945 0.01948911 0.02151401]
L2 term: [3.10276998e-08 6.38418164e-08 8.33024595e-08 3.56684640e-08
 1.11314381e-08 5.36686362e-08 3.05947251e-08 5.28160292e-08
 5.83035586e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01153524 0.02367297 0.03084308 0.01326437 0.00415248 0.01982781
 0.01131336 0.01965256 0.02162336]
L2 term: [3.12608053e-08 6.41543848e-08 8.35855834e-08 3.59467960e-08
 1.12533464e-08 5.37339121e-08 3.06595148e-08 5.32589634e-08
 5.85998913e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01162119 0.02378824 0.03094749 0.01336699 0.00419746 0.01985184
 0.01133725 0.01981591 0.02173265]
L2 term: [3.14937517e-08 6.44667717e-08 8.38685340e-08 3.62248919e-08
 1.13752383e-08 5.37990370e-08 3.07242478e-08 5.37016460e-08
 5.88960788e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01170709 0.02390344 0.03105183 0.01346952 0.00424244 0.01987582
 0.01136111 0.01997916 0.02184189]
L2 term: [3.17265392e-08 6.47789771e-08 8.41513112e-08 3.65027519e-08
 1.14971139e-08 5.38640109e-08 3.07889242e-08 5.41440774e-08
 5.91921210e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01179293 0.02401858 0.03115611 0.01357196 0.0042874  0.01989974
 0.01138496 0.02014233 0.02195108]
L2 term: [3.19591678e-08 6.50910013e-08 8.44339153e-08 3.67803762e-08
 1.16189730e-08 5.39288340e-08 3.08535440e-08 5.45862576e-08
 5.94880183e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01187871 0.02413365 0.03126033 0.01367432 0.00433236 0.0199236
 0.01140878 0.0203054  0.02206021]
L2 term: [3.21916377e-08 6.54028444e-08 8.47163463e-08 3.70577650e-08
 1.17408158e-08 5.39935065e-08 3.09181073e-08 5.50281867e-08
 5.97837705e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01196444 0.02424865 0.03136449 0.01377658 0.00437732 0.01994741
 0.01143258 0.02046838 0.02216929]
L2 term: [3.24239490e-08 6.57145063e-08 8.49986044e-08 3.73349184e-08
 1.18626423e-08 5.40580284e-08 3.09826141e-08 5.54698651e-08
 6.00793778e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0120501  0.02436359 0.03146857 0.01387877 0.00442226 0.01997117
 0.01145637 0.02063127 0.02227832]
L2 term: [3.26561018e-08 6.60259874e-08 8.52806898e-08 3.76118367e-08
 1.19844523e-08 5.41223999e-08 3.10470645e-08 5.59112929e-08
 6.03748404e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01213571 0.02447846 0.0315726  0.01398086 0.0044672  0.01999486
 0.01148013 0.02079406 0.02238729]
L2 term: [3.28880963e-08 6.63372877e-08 8.55626024e-08 3.78885201e-08
 1.21062460e-08 5.41866212e-08 3.11114584e-08 5.63524702e-08
 6.06701582e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01222126 0.02459326 0.03167656 0.01408287 0.00451214 0.02001851
 0.01150387 0.02095676 0.02249621]
L2 term: [3.31199324e-08 6.66484073e-08 8.58443426e-08 3.81649687e-08
 1.22280233e-08 5.42506924e-08 3.11757960e-08 5.67933972e-08
 6.09653314e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01230674 0.024708   0.03178046 0.0141848  0.00455707 0.02004209
 0.01152759 0.02111937 0.02260507]
L2 term: [3.33516105e-08 6.69593464e-08 8.61259103e-08 3.84411827e-08
 1.23497842e-08 5.43146136e-08 3.12400772e-08 5.72340742e-08
 6.12603601e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01239218 0.02482267 0.0318843  0.01428663 0.00460199 0.02006562
 0.01155129 0.02128189 0.02271389]
L2 term: [3.35831306e-08 6.72701051e-08 8.64073058e-08 3.87171623e-08
 1.24715288e-08 5.43783850e-08 3.13043022e-08 5.76745012e-08
 6.15552444e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01247755 0.02493727 0.03198807 0.01438838 0.00464691 0.0200891
 0.01157497 0.02144432 0.02282264]
L2 term: [3.38144927e-08 6.75806835e-08 8.66885291e-08 3.89929077e-08
 1.25932570e-08 5.44420067e-08 3.13684710e-08 5.81146785e-08
 6.18499843e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01256286 0.02505181 0.03209178 0.01449005 0.00469182 0.02011252
 0.01159862 0.02160665 0.02293135]
L2 term: [3.40456971e-08 6.78910817e-08 8.69695804e-08 3.92684191e-08
 1.27149688e-08 5.45054788e-08 3.14325836e-08 5.85546063e-08
 6.21445800e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01264812 0.02516628 0.03219542 0.01459162 0.00473673 0.02013589
 0.01162226 0.02176889 0.02304   ]
L2 term: [3.42767438e-08 6.82012999e-08 8.72504598e-08 3.95436967e-08
 1.28366642e-08 5.45688015e-08 3.14966400e-08 5.89942847e-08
 6.24390315e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01273332 0.02528068 0.032299   0.01469312 0.00478163 0.0201592
 0.01164588 0.02193104 0.0231486 ]
L2 term: [3.45076330e-08 6.85113381e-08 8.75311674e-08 3.98187407e-08
 1.29583432e-08 5.46319749e-08 3.15606404e-08 5.94337139e-08
 6.27333390e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01281846 0.02539502 0.03240252 0.01479452 0.00482652 0.02018245
 0.01166947 0.0220931  0.02325715]
L2 term: [3.47383647e-08 6.88211966e-08 8.78117034e-08 4.00935512e-08
 1.30800059e-08 5.46949991e-08 3.16245847e-08 5.98728940e-08
 6.30275026e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01290354 0.02550929 0.03250597 0.01489584 0.00487141 0.02020566
 0.01169305 0.02225506 0.02336564]
L2 term: [3.49689391e-08 6.91308754e-08 8.80920679e-08 4.03681284e-08
 1.32016521e-08 5.47578743e-08 3.16884729e-08 6.03118254e-08
 6.33215222e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01298856 0.0256235  0.03260936 0.01499707 0.00491629 0.0202288
 0.0117166  0.02241694 0.02347408]
L2 term: [3.51993564e-08 6.94403746e-08 8.83722610e-08 4.06424726e-08
 1.33232820e-08 5.48206007e-08 3.17523052e-08 6.07505080e-08
 6.36153981e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01307353 0.02573764 0.03271269 0.01509822 0.00496117 0.02025189
 0.01174013 0.02257872 0.02358247]
L2 term: [3.54296166e-08 6.97496944e-08 8.86522829e-08 4.09165839e-08
 1.34448955e-08 5.48831783e-08 3.18160816e-08 6.11889422e-08
 6.39091303e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01315844 0.02585171 0.03281596 0.01519928 0.00500604 0.02027493
 0.01176365 0.02274041 0.0236908 ]
L2 term: [3.56597198e-08 7.00588349e-08 8.89321336e-08 4.11904626e-08
 1.35664927e-08 5.49456073e-08 3.18798021e-08 6.16271281e-08
 6.42027189e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01324329 0.02596572 0.03291916 0.01530026 0.0050509  0.02029791
 0.01178714 0.02290201 0.02379908]
L2 term: [3.58896662e-08 7.03677963e-08 8.92118133e-08 4.14641087e-08
 1.36880734e-08 5.50078879e-08 3.19434668e-08 6.20650658e-08
 6.44961639e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01332808 0.02607966 0.0330223  0.01540115 0.00509576 0.02032084
 0.01181061 0.02306352 0.02390731]
L2 term: [3.61194558e-08 7.06765785e-08 8.94913222e-08 4.17375225e-08
 1.38096378e-08 5.50700201e-08 3.20070757e-08 6.25027556e-08
 6.47894656e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01341281 0.02619353 0.03312537 0.01550195 0.00514061 0.02034371
 0.01183406 0.02322493 0.02401549]
L2 term: [3.63490889e-08 7.09851819e-08 8.97706603e-08 4.20107041e-08
 1.39311857e-08 5.51320041e-08 3.20706288e-08 6.29401976e-08
 6.50826240e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01349749 0.02630734 0.03322839 0.01560267 0.00518545 0.02036653
 0.01185749 0.02338626 0.02412361]
L2 term: [3.65785655e-08 7.12936064e-08 9.00498278e-08 4.22836539e-08
 1.40527173e-08 5.51938400e-08 3.21341262e-08 6.33773920e-08
 6.53756391e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01358211 0.02642108 0.03333134 0.0157033  0.00523029 0.02038929
 0.0118809  0.02354749 0.02423168]
L2 term: [3.68078857e-08 7.16018523e-08 9.03288247e-08 4.25563718e-08
 1.41742326e-08 5.52555281e-08 3.21975679e-08 6.38143390e-08
 6.56685111e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01366667 0.02653476 0.03343422 0.01580385 0.00527512 0.020412
 0.01190429 0.02370863 0.0243397 ]
L2 term: [3.70370496e-08 7.19099196e-08 9.06076513e-08 4.28288583e-08
 1.42957314e-08 5.53170683e-08 3.22609541e-08 6.42510388e-08
 6.59612401e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01375118 0.02664837 0.03353705 0.01590431 0.00531995 0.02043465
 0.01192766 0.02386968 0.02444766]
L2 term: [3.72660574e-08 7.22178084e-08 9.08863077e-08 4.31011133e-08
 1.44172138e-08 5.53784609e-08 3.23242846e-08 6.46874915e-08
 6.62538261e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01383562 0.02676192 0.03363981 0.01600469 0.00536477 0.02045725
 0.01195101 0.02403064 0.02455557]
L2 term: [3.74949092e-08 7.25255189e-08 9.11647940e-08 4.33731371e-08
 1.45386799e-08 5.54397060e-08 3.23875596e-08 6.51236973e-08
 6.65462693e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01392001 0.0268754  0.03374251 0.01610498 0.00540959 0.0204798
 0.01197434 0.02419151 0.02466343]
L2 term: [3.77236051e-08 7.28330513e-08 9.14431103e-08 4.36449300e-08
 1.46601295e-08 5.55008036e-08 3.24507792e-08 6.55596564e-08
 6.68385697e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01400434 0.02698881 0.03384514 0.01620519 0.0054544  0.02050229
 0.01199765 0.02435229 0.02477124]
L2 term: [3.79521452e-08 7.31404056e-08 9.17212567e-08 4.39164920e-08
 1.47815628e-08 5.55617541e-08 3.25139432e-08 6.59953690e-08
 6.71307274e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01408862 0.02710216 0.03394772 0.01630531 0.0054992  0.02052472
 0.01202093 0.02451298 0.02487899]
L2 term: [3.81805297e-08 7.34475819e-08 9.19992333e-08 4.41878234e-08
 1.49029797e-08 5.56225574e-08 3.25770519e-08 6.64308352e-08
 6.74227425e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01417283 0.02721544 0.03405023 0.01640534 0.005544   0.02054711
 0.0120442  0.02467357 0.02498669]
L2 term: [3.84087586e-08 7.37545804e-08 9.22770404e-08 4.44589243e-08
 1.50243802e-08 5.56832138e-08 3.26401052e-08 6.68660553e-08
 6.77146152e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01425699 0.02732866 0.03415268 0.01650529 0.00558879 0.02056943
 0.01206745 0.02483408 0.02509434]
L2 term: [3.86368320e-08 7.40614012e-08 9.25546780e-08 4.47297950e-08
 1.51457644e-08 5.57437233e-08 3.27031032e-08 6.73010293e-08
 6.80063454e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01434109 0.02744181 0.03425506 0.01660516 0.00563357 0.02059171
 0.01209067 0.02499449 0.02520194]
L2 term: [3.88647502e-08 7.43680444e-08 9.28321462e-08 4.50004356e-08
 1.52671321e-08 5.58040862e-08 3.27660459e-08 6.77357575e-08
 6.82979334e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01442514 0.02755489 0.03435739 0.01670494 0.00567835 0.02061393
 0.01211388 0.02515482 0.02530948]
L2 term: [3.90925131e-08 7.46745102e-08 9.31094452e-08 4.52708463e-08
 1.53884834e-08 5.58643024e-08 3.28289334e-08 6.81702401e-08
 6.85893791e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01450912 0.02766791 0.03445965 0.01680464 0.00572312 0.02063609
 0.01213706 0.02531505 0.02541697]
L2 term: [3.93201210e-08 7.49807986e-08 9.33865751e-08 4.55410274e-08
 1.55098184e-08 5.59243722e-08 3.28917657e-08 6.86044772e-08
 6.88806827e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01459305 0.02778087 0.03456184 0.01690425 0.00576789 0.02065821
 0.01216023 0.0254752  0.02552441]
L2 term: [3.95475738e-08 7.52869098e-08 9.36635360e-08 4.58109789e-08
 1.56311370e-08 5.59842958e-08 3.29545429e-08 6.90384690e-08
 6.91718443e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01467693 0.02789376 0.03466398 0.01700378 0.00581265 0.02068026
 0.01218337 0.02563525 0.0256318 ]
L2 term: [3.97748719e-08 7.55928439e-08 9.39403281e-08 4.60807011e-08
 1.57524392e-08 5.60440731e-08 3.30172649e-08 6.94722157e-08
 6.94628640e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01476074 0.02800658 0.03476606 0.01710322 0.0058574  0.02070227
 0.01220649 0.02579521 0.02573913]
L2 term: [4.00020152e-08 7.58986011e-08 9.42169514e-08 4.63501941e-08
 1.58737250e-08 5.61037045e-08 3.30799319e-08 6.99057175e-08
 6.97537418e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0148445  0.02811934 0.03486807 0.01720258 0.00590215 0.02072422
 0.0122296  0.02595508 0.02584641]
L2 term: [4.02290039e-08 7.62041814e-08 9.44934061e-08 4.66194582e-08
 1.59949944e-08 5.61631899e-08 3.31425439e-08 7.03389745e-08
 7.00444778e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0149282  0.02823204 0.03497002 0.01730185 0.0059469  0.02074611
 0.01225268 0.02611486 0.02595364]
L2 term: [4.04558380e-08 7.65095850e-08 9.47696924e-08 4.68884936e-08
 1.61162474e-08 5.62225296e-08 3.32051009e-08 7.07719869e-08
 7.03350722e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01501185 0.02834467 0.0350719  0.01740104 0.00599163 0.02076796
 0.01227575 0.02627455 0.02606082]
L2 term: [4.06825178e-08 7.68148120e-08 9.50458103e-08 4.71573003e-08
 1.62374840e-08 5.62817237e-08 3.32676029e-08 7.12047549e-08
 7.06255251e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01509544 0.02845723 0.03517373 0.01750015 0.00603636 0.02078974
 0.01229879 0.02643416 0.02616794]
L2 term: [4.09090434e-08 7.71198625e-08 9.53217600e-08 4.74258787e-08
 1.63587043e-08 5.63407723e-08 3.33300501e-08 7.16372787e-08
 7.09158364e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01517897 0.02856973 0.03527549 0.01759917 0.00608109 0.02081148
 0.01232181 0.02659367 0.02627502]
L2 term: [4.11354147e-08 7.74247367e-08 9.55975416e-08 4.76942288e-08
 1.64799081e-08 5.63996755e-08 3.33924425e-08 7.20695584e-08
 7.12060064e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01526244 0.02868216 0.03537719 0.01769811 0.0061258  0.02083316
 0.01234481 0.02675309 0.02638204]
L2 term: [4.13616320e-08 7.77294346e-08 9.58731552e-08 4.79623509e-08
 1.66010956e-08 5.64584335e-08 3.34547800e-08 7.25015942e-08
 7.14960350e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01534586 0.02879453 0.03547883 0.01779696 0.00617052 0.02085479
 0.0123678  0.02691242 0.02648901]
L2 term: [4.15876955e-08 7.80339565e-08 9.61486010e-08 4.82302452e-08
 1.67222666e-08 5.65170464e-08 3.35170628e-08 7.29333863e-08
 7.17859225e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01542922 0.02890683 0.03558041 0.01789573 0.00621522 0.02087636
 0.01239076 0.02707166 0.02659592]
L2 term: [4.18136050e-08 7.83383023e-08 9.64238790e-08 4.84979118e-08
 1.68434213e-08 5.65755144e-08 3.35792908e-08 7.33649349e-08
 7.20756688e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01551252 0.02901907 0.03568193 0.01799441 0.00625992 0.02089789
 0.0124137  0.02723081 0.02670279]
L2 term: [4.20393610e-08 7.86424722e-08 9.66989895e-08 4.87653510e-08
 1.69645596e-08 5.66338376e-08 3.36414642e-08 7.37962401e-08
 7.23652741e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01559577 0.02913125 0.03578338 0.01809302 0.00630462 0.02091935
 0.01243662 0.02738987 0.0268096 ]
L2 term: [4.22649633e-08 7.89464665e-08 9.69739325e-08 4.90325629e-08
 1.70856815e-08 5.66920161e-08 3.37035830e-08 7.42273022e-08
 7.26547385e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01567896 0.02924336 0.03588477 0.01819153 0.0063493  0.02094077
 0.01245952 0.02754885 0.02691636]
L2 term: [4.24904121e-08 7.92502850e-08 9.72487081e-08 4.92995476e-08
 1.72067870e-08 5.67500500e-08 3.37656471e-08 7.46581212e-08
 7.29440620e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0157621  0.0293554  0.0359861  0.01828997 0.00639399 0.02096213
 0.01248241 0.02770773 0.02702307]
L2 term: [4.27157077e-08 7.95539281e-08 9.75233165e-08 4.95663055e-08
 1.73278762e-08 5.68079395e-08 3.38276568e-08 7.50886974e-08
 7.32332448e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01584517 0.02946738 0.03608737 0.01838832 0.00643866 0.02098344
 0.01250527 0.02786652 0.02712972]
L2 term: [4.29408500e-08 7.98573958e-08 9.77977578e-08 4.98328366e-08
 1.74489489e-08 5.68656848e-08 3.38896119e-08 7.55190310e-08
 7.35222870e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01592819 0.02957929 0.03618858 0.01848658 0.00648333 0.02100469
 0.01252811 0.02802523 0.02723633]
L2 term: [4.31658391e-08 8.01606883e-08 9.80720322e-08 5.00991412e-08
 1.75700052e-08 5.69232859e-08 3.39515126e-08 7.59491221e-08
 7.38111886e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01601116 0.02969114 0.03628973 0.01858477 0.006528   0.02102589
 0.01255093 0.02818384 0.02734288]
L2 term: [4.33906753e-08 8.04638056e-08 9.83461397e-08 5.03652195e-08
 1.76910452e-08 5.69807429e-08 3.40133588e-08 7.63789709e-08
 7.40999497e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01609407 0.02980293 0.03639081 0.01868287 0.00657265 0.02104704
 0.01257373 0.02834237 0.02744938]
L2 term: [4.36153586e-08 8.07667479e-08 9.86200804e-08 5.06310715e-08
 1.78120688e-08 5.70380561e-08 3.40751507e-08 7.68085775e-08
 7.43885704e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01617692 0.02991465 0.03649183 0.01878088 0.00661731 0.02106814
 0.01259651 0.0285008  0.02755583]
L2 term: [4.38398892e-08 8.10695153e-08 9.88938546e-08 5.08966976e-08
 1.79330759e-08 5.70952256e-08 3.41368882e-08 7.72379422e-08
 7.46770508e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01625971 0.03002631 0.03659279 0.01887881 0.00666195 0.02108918
 0.01261927 0.02865915 0.02766223]
L2 term: [4.40642670e-08 8.13721079e-08 9.91674623e-08 5.11620978e-08
 1.80540667e-08 5.71522514e-08 3.41985715e-08 7.76670651e-08
 7.49653910e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01634245 0.0301379  0.03669369 0.01897666 0.00670659 0.02111017
 0.01264201 0.0288174  0.02776858]
L2 term: [4.42884924e-08 8.16745259e-08 9.94409037e-08 5.14272724e-08
 1.81750411e-08 5.72091338e-08 3.42602005e-08 7.80959465e-08
 7.52535911e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01642514 0.03024943 0.03679453 0.01907443 0.00675122 0.02113111
 0.01266474 0.02897557 0.02787487]
L2 term: [4.45125653e-08 8.19767693e-08 9.97141788e-08 5.16922216e-08
 1.82959991e-08 5.72658728e-08 3.43217753e-08 7.85245864e-08
 7.55416512e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01650776 0.03036089 0.03689531 0.01917211 0.00679585 0.02115199
 0.01268744 0.02913365 0.02798111]
L2 term: [4.47364859e-08 8.22788384e-08 9.99872878e-08 5.19569456e-08
 1.84169407e-08 5.73224687e-08 3.43832959e-08 7.89529850e-08
 7.58295714e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01659033 0.03047229 0.03699603 0.01926971 0.00684047 0.02117282
 0.01271012 0.02929164 0.0280873 ]
L2 term: [4.49602543e-08 8.25807331e-08 1.00260231e-07 5.22214444e-08
 1.85378660e-08 5.73789214e-08 3.44447625e-08 7.93811426e-08
 7.61173517e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01667285 0.03058363 0.03709668 0.01936723 0.00688509 0.0211936
 0.01273278 0.02944954 0.02819344]
L2 term: [4.51838707e-08 8.28824537e-08 1.00533008e-07 5.24857184e-08
 1.86587748e-08 5.74352312e-08 3.45061749e-08 7.98090592e-08
 7.64049923e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01675531 0.0306949  0.03719727 0.01946466 0.0069297  0.02121433
 0.01275542 0.02960736 0.02829953]
L2 term: [4.54073350e-08 8.31840002e-08 1.00805620e-07 5.27497677e-08
 1.87796672e-08 5.74913982e-08 3.45675333e-08 8.02367352e-08
 7.66924932e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01683771 0.0308061  0.03729781 0.01956202 0.0069743  0.021235
 0.01277804 0.02976508 0.02840557]
L2 term: [4.56306476e-08 8.34853728e-08 1.01078065e-07 5.30135925e-08
 1.89005433e-08 5.75474225e-08 3.46288378e-08 8.06641706e-08
 7.69798545e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01692006 0.03091724 0.03739828 0.01965928 0.0070189  0.02125562
 0.01280064 0.02992271 0.02851155]
L2 term: [4.58538084e-08 8.37865716e-08 1.01350346e-07 5.32771929e-08
 1.90214030e-08 5.76033042e-08 3.46900883e-08 8.10913656e-08
 7.72670764e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01700235 0.03102832 0.03749869 0.01975647 0.00706349 0.02127619
 0.01282322 0.03008026 0.02861748]
L2 term: [4.60768176e-08 8.40875967e-08 1.01622461e-07 5.35405691e-08
 1.91422462e-08 5.76590435e-08 3.47512848e-08 8.15183204e-08
 7.75541589e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01708458 0.03113934 0.03759904 0.01985357 0.00710807 0.0212967
 0.01284579 0.03023772 0.02872337]
L2 term: [4.62996752e-08 8.43884483e-08 1.01894411e-07 5.38037214e-08
 1.92630731e-08 5.77146406e-08 3.48124276e-08 8.19450351e-08
 7.78411021e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01716676 0.03125029 0.03769933 0.01995059 0.00715265 0.02131717
 0.01286833 0.03039509 0.0288292 ]
L2 term: [4.65223815e-08 8.46891264e-08 1.02166195e-07 5.40666499e-08
 1.93838836e-08 5.77700955e-08 3.48735165e-08 8.23715100e-08
 7.81279061e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01724888 0.03136117 0.03779955 0.02004753 0.00719723 0.02133758
 0.01289085 0.03055237 0.02893498]
L2 term: [4.67449365e-08 8.49896312e-08 1.02437815e-07 5.43293549e-08
 1.95046777e-08 5.78254084e-08 3.49345516e-08 8.27977452e-08
 7.84145709e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01733095 0.031472   0.03789972 0.02014439 0.00724179 0.02135793
 0.01291335 0.03070956 0.0290407 ]
L2 term: [4.69673404e-08 8.52899628e-08 1.02709270e-07 5.45918363e-08
 1.96254555e-08 5.78805794e-08 3.49955330e-08 8.32237409e-08
 7.87010968e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01741296 0.03158275 0.03799983 0.02024116 0.00728635 0.02137824
 0.01293583 0.03086666 0.02914638]
L2 term: [4.71895932e-08 8.55901213e-08 1.02980560e-07 5.48540946e-08
 1.97462168e-08 5.79356087e-08 3.50564607e-08 8.36494973e-08
 7.89874837e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01749492 0.03169345 0.03809987 0.02033785 0.00733091 0.02139849
 0.0129583  0.03102368 0.02925201]
L2 term: [4.74116951e-08 8.58901068e-08 1.03251686e-07 5.51161298e-08
 1.98669617e-08 5.79904963e-08 3.51173347e-08 8.40750145e-08
 7.92737318e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01757682 0.03180408 0.03819986 0.02043446 0.00737546 0.02141869
 0.01298074 0.03118061 0.02935758]
L2 term: [4.76336461e-08 8.61899195e-08 1.03522647e-07 5.53779421e-08
 1.99876903e-08 5.80452425e-08 3.51781552e-08 8.45002928e-08
 7.95598411e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01765866 0.03191465 0.03829978 0.02053099 0.00742    0.02143884
 0.01300316 0.03133745 0.0294631 ]
L2 term: [4.78554465e-08 8.64895595e-08 1.03793443e-07 5.56395317e-08
 2.01084025e-08 5.80998473e-08 3.52389220e-08 8.49253322e-08
 7.98458118e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01774045 0.03202515 0.03839964 0.02062743 0.00746454 0.02145894
 0.01302557 0.0314942  0.02956858]
L2 term: [4.80770962e-08 8.67890269e-08 1.04064076e-07 5.59008989e-08
 2.02290982e-08 5.81543108e-08 3.52996354e-08 8.53501329e-08
 8.01316438e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01782218 0.03213559 0.03849945 0.02072379 0.00750907 0.02147899
 0.01304795 0.03165086 0.029674  ]
L2 term: [4.82985955e-08 8.70883218e-08 1.04334544e-07 5.61620436e-08
 2.03497776e-08 5.82086333e-08 3.53602952e-08 8.57746952e-08
 8.04173374e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01790386 0.03224597 0.03859919 0.02082007 0.00755359 0.02149898
 0.01307031 0.03180744 0.02977937]
L2 term: [4.85199444e-08 8.73874443e-08 1.04604849e-07 5.64229663e-08
 2.04704406e-08 5.82628148e-08 3.54209017e-08 8.61990192e-08
 8.07028927e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01798548 0.03235628 0.03869887 0.02091627 0.00759811 0.02151892
 0.01309266 0.03196393 0.02988469]
L2 term: [4.87411431e-08 8.76863946e-08 1.04874989e-07 5.66836670e-08
 2.05910873e-08 5.83168555e-08 3.54814547e-08 8.66231051e-08
 8.09883096e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01806705 0.03246653 0.03879849 0.02101239 0.00764262 0.02153881
 0.01311498 0.03212033 0.02998995]
L2 term: [4.89621917e-08 8.79851728e-08 1.05144966e-07 5.69441459e-08
 2.07117175e-08 5.83707555e-08 3.55419544e-08 8.70469531e-08
 8.12735883e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01814856 0.03257671 0.03889805 0.02110842 0.00768713 0.02155865
 0.01313729 0.03227664 0.03009517]
L2 term: [4.91830902e-08 8.82837790e-08 1.05414779e-07 5.72044032e-08
 2.08323313e-08 5.84245150e-08 3.56024008e-08 8.74705632e-08
 8.15587289e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01823002 0.03268684 0.03899755 0.02120438 0.00773163 0.02157843
 0.01315957 0.03243286 0.03020034]
L2 term: [4.94038388e-08 8.85822133e-08 1.05684428e-07 5.74644391e-08
 2.09529288e-08 5.84781340e-08 3.56627939e-08 8.78939358e-08
 8.18437314e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01831142 0.0327969  0.03909699 0.02130025 0.00777613 0.02159817
 0.01318184 0.032589   0.03030545]
L2 term: [4.96244376e-08 8.88804759e-08 1.05953914e-07 5.77242538e-08
 2.10735099e-08 5.85316127e-08 3.57231337e-08 8.83170709e-08
 8.21285960e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01839276 0.03290689 0.03919637 0.02139604 0.00782061 0.02161785
 0.01320408 0.03274505 0.03041052]
L2 term: [4.98448868e-08 8.91785668e-08 1.06223237e-07 5.79838474e-08
 2.11940745e-08 5.85849512e-08 3.57834204e-08 8.87399688e-08
 8.24133228e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01847405 0.03301682 0.03929569 0.02149175 0.0078651  0.02163748
 0.01322631 0.03290101 0.03051553]
L2 term: [5.00651864e-08 8.94764861e-08 1.06492397e-07 5.82432202e-08
 2.13146228e-08 5.86381497e-08 3.58436540e-08 8.91626295e-08
 8.26979118e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01855529 0.03312669 0.03939495 0.02158738 0.00790957 0.02165706
 0.01324851 0.03305688 0.03062049]
L2 term: [5.02853365e-08 8.97742341e-08 1.06761394e-07 5.85023722e-08
 2.14351548e-08 5.86912083e-08 3.59038344e-08 8.95850534e-08
 8.29823631e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01863647 0.0332365  0.03949415 0.02168292 0.00795404 0.02167658
 0.0132707  0.03321267 0.0307254 ]
L2 term: [5.05053373e-08 9.00718108e-08 1.07030228e-07 5.87613038e-08
 2.15556703e-08 5.87441271e-08 3.59639618e-08 9.00072406e-08
 8.32666768e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01871759 0.03334624 0.03959329 0.02177839 0.00799851 0.02169606
 0.01329287 0.03336837 0.03083026]
L2 term: [5.07251888e-08 9.03692164e-08 1.07298899e-07 5.90200150e-08
 2.16761694e-08 5.87969063e-08 3.60240362e-08 9.04291911e-08
 8.35508531e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01879866 0.03345592 0.03969237 0.02187377 0.00804296 0.02171548
 0.01331502 0.03352398 0.03093508]
L2 term: [5.09448913e-08 9.06664509e-08 1.07567408e-07 5.92785061e-08
 2.17966522e-08 5.88495459e-08 3.60840576e-08 9.08509053e-08
 8.38348919e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01887968 0.03356554 0.03979139 0.02196907 0.00808742 0.02173486
 0.01333715 0.03367951 0.03103983]
L2 term: [5.11644447e-08 9.09635145e-08 1.07835754e-07 5.95367772e-08
 2.19171186e-08 5.89020462e-08 3.61440260e-08 9.12723832e-08
 8.41187934e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01896064 0.03367509 0.03989035 0.02206429 0.00813186 0.02175418
 0.01335925 0.03383495 0.03114454]
L2 term: [5.13838493e-08 9.12604072e-08 1.08103937e-07 5.97948285e-08
 2.20375686e-08 5.89544072e-08 3.62039416e-08 9.16936251e-08
 8.44025578e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01904155 0.03378458 0.03998925 0.02215943 0.0081763  0.02177345
 0.01338134 0.0339903  0.0312492 ]
L2 term: [5.16031051e-08 9.15571293e-08 1.08371958e-07 6.00526603e-08
 2.21580022e-08 5.90066291e-08 3.62638043e-08 9.21146312e-08
 8.46861849e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0191224  0.03389401 0.04008809 0.02225449 0.00822074 0.02179266
 0.01340341 0.03414556 0.03135381]
L2 term: [5.18222122e-08 9.18536808e-08 1.08639818e-07 6.03102726e-08
 2.22784194e-08 5.90587119e-08 3.63236142e-08 9.25354015e-08
 8.49696751e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01920319 0.03400337 0.04018687 0.02234947 0.00826516 0.02181183
 0.01342546 0.03430074 0.03145837]
L2 term: [5.20411708e-08 9.21500619e-08 1.08907515e-07 6.05676656e-08
 2.23988202e-08 5.91106560e-08 3.63833714e-08 9.29559363e-08
 8.52530282e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01928393 0.03411267 0.04028559 0.02244437 0.00830959 0.02183095
 0.01344749 0.03445583 0.03156287]
L2 term: [5.22599810e-08 9.24462727e-08 1.09175050e-07 6.08248396e-08
 2.25192047e-08 5.91624613e-08 3.64430758e-08 9.33762357e-08
 8.55362445e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01936462 0.03422191 0.04038425 0.02253918 0.008354   0.02185001
 0.01346951 0.03461083 0.03166733]
L2 term: [5.24786428e-08 9.27423132e-08 1.09442423e-07 6.10817947e-08
 2.26395728e-08 5.92141280e-08 3.65027276e-08 9.37962999e-08
 8.58193241e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01944525 0.03433109 0.04048286 0.02263392 0.00839841 0.02186903
 0.0134915  0.03476575 0.03177174]
L2 term: [5.26971564e-08 9.30381837e-08 1.09709635e-07 6.13385312e-08
 2.27599245e-08 5.92656562e-08 3.65623267e-08 9.42161291e-08
 8.61022669e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01952583 0.0344402  0.0405814  0.02272857 0.00844282 0.02188799
 0.01351347 0.03492058 0.03187609]
L2 term: [5.29155220e-08 9.33338842e-08 1.09976685e-07 6.15950491e-08
 2.28802598e-08 5.93170461e-08 3.66218732e-08 9.46357235e-08
 8.63850732e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01960635 0.03454925 0.04067988 0.02282315 0.00848721 0.0219069
 0.01353542 0.03507533 0.0319804 ]
L2 term: [5.31337395e-08 9.36294148e-08 1.10243574e-07 6.18513486e-08
 2.30005787e-08 5.93682978e-08 3.66813671e-08 9.50550832e-08
 8.66677429e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01968682 0.03465824 0.0407783  0.02291764 0.00853161 0.02192576
 0.01355736 0.03522998 0.03208465]
L2 term: [5.33518092e-08 9.39247757e-08 1.10510302e-07 6.21074300e-08
 2.31208813e-08 5.94194114e-08 3.67408086e-08 9.54742084e-08
 8.69502762e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01976723 0.03476717 0.04087666 0.02301206 0.00857599 0.02194457
 0.01357927 0.03538455 0.03218886]
L2 term: [5.35697311e-08 9.42199670e-08 1.10776868e-07 6.23632934e-08
 2.32411675e-08 5.94703870e-08 3.68001976e-08 9.58930992e-08
 8.72326732e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01984759 0.03487603 0.04097497 0.02310639 0.00862037 0.02196333
 0.01360117 0.03553904 0.03229301]
L2 term: [5.37875054e-08 9.45149888e-08 1.11043273e-07 6.26189390e-08
 2.33614373e-08 5.95212248e-08 3.68595341e-08 9.63117559e-08
 8.75149339e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.01992789 0.03498483 0.04107321 0.02320064 0.00866474 0.02198204
 0.01362304 0.03569344 0.03239711]
L2 term: [5.40051321e-08 9.48098412e-08 1.11309517e-07 6.28743670e-08
 2.34816907e-08 5.95719249e-08 3.69188183e-08 9.67301786e-08
 8.77970585e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02000814 0.03509357 0.0411714  0.02329481 0.00870911 0.0220007
 0.0136449  0.03584775 0.03250117]
L2 term: [5.42226115e-08 9.51045244e-08 1.11575601e-07 6.31295776e-08
 2.36019278e-08 5.96224875e-08 3.69780501e-08 9.71483675e-08
 8.80790471e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02008834 0.03520225 0.04126952 0.02338891 0.00875347 0.0220193
 0.01366674 0.03600197 0.03260517]
L2 term: [5.44399435e-08 9.53990384e-08 1.11841524e-07 6.33845709e-08
 2.37221484e-08 5.96729126e-08 3.70372296e-08 9.75663227e-08
 8.83608996e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02016848 0.03531086 0.04136759 0.02348292 0.00879783 0.02203786
 0.01368856 0.03615611 0.03270913]
L2 term: [5.46571283e-08 9.56933834e-08 1.12107286e-07 6.36393471e-08
 2.38423527e-08 5.97232005e-08 3.70963568e-08 9.79840444e-08
 8.86426163e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02024857 0.03541941 0.0414656  0.02357685 0.00884218 0.02205637
 0.01371035 0.03631017 0.03281303]
L2 term: [5.48741660e-08 9.59875595e-08 1.12372888e-07 6.38939064e-08
 2.39625406e-08 5.97733511e-08 3.71554318e-08 9.84015329e-08
 8.89241971e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0203286  0.0355279  0.04156354 0.0236707  0.00888652 0.02207482
 0.01373213 0.03646413 0.03291688]
L2 term: [5.50910568e-08 9.62815668e-08 1.12638329e-07 6.41482490e-08
 2.40827122e-08 5.98233647e-08 3.72144547e-08 9.88187882e-08
 8.92056423e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02040858 0.03563632 0.04166143 0.02376448 0.00893086 0.02209323
 0.01375389 0.03661801 0.03302069]
L2 term: [5.53078007e-08 9.65754054e-08 1.12903610e-07 6.44023750e-08
 2.42028673e-08 5.98732414e-08 3.72734254e-08 9.92358105e-08
 8.94869519e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0204885  0.03574469 0.04175926 0.02385817 0.00897519 0.02211158
 0.01377563 0.03677181 0.03312444]
L2 term: [5.55243978e-08 9.68690755e-08 1.13168731e-07 6.46562847e-08
 2.43230061e-08 5.99229813e-08 3.73323440e-08 9.96526001e-08
 8.97681259e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02056837 0.03585299 0.04185703 0.02395178 0.00901951 0.02212988
 0.01379736 0.03692552 0.03322814]
L2 term: [5.57408483e-08 9.71625772e-08 1.13433693e-07 6.49099781e-08
 2.44431285e-08 5.99725846e-08 3.73912105e-08 1.00069157e-07
 9.00491644e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02064819 0.03596123 0.04195474 0.02404532 0.00906383 0.02214814
 0.01381906 0.03707914 0.03333179]
L2 term: [5.59571523e-08 9.74559106e-08 1.13698494e-07 6.51634556e-08
 2.45632346e-08 6.00220513e-08 3.74500251e-08 1.00485481e-07
 9.03300677e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02072795 0.03606941 0.0420524  0.02413877 0.00910815 0.02216634
 0.01384074 0.03723268 0.0334354 ]
L2 term: [5.61733099e-08 9.77490757e-08 1.13963136e-07 6.54167172e-08
 2.46833243e-08 6.00713816e-08 3.75087876e-08 1.00901574e-07
 9.06108356e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02080766 0.03617752 0.04214999 0.02423214 0.00915245 0.02218449
 0.01386241 0.03738613 0.03353895]
L2 term: [5.63893212e-08 9.80420728e-08 1.14227618e-07 6.56697632e-08
 2.48033976e-08 6.01205757e-08 3.75674983e-08 1.01317434e-07
 9.08914684e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02088731 0.03628558 0.04224753 0.02432544 0.00919675 0.02220259
 0.01388405 0.0375395  0.03364246]
L2 term: [5.66051863e-08 9.83349019e-08 1.14491940e-07 6.59225937e-08
 2.49234545e-08 6.01696336e-08 3.76261570e-08 1.01733062e-07
 9.11719661e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02096691 0.03639357 0.042345   0.02441865 0.00924105 0.02222065
 0.01390568 0.03769278 0.03374591]
L2 term: [5.68209053e-08 9.86275632e-08 1.14756103e-07 6.61752089e-08
 2.50434950e-08 6.02185555e-08 3.76847639e-08 1.02148458e-07
 9.14523288e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02104646 0.0365015  0.04244242 0.02451179 0.00928534 0.02223865
 0.01392728 0.03784598 0.03384931]
L2 term: [5.70364783e-08 9.89200568e-08 1.15020107e-07 6.64276090e-08
 2.51635192e-08 6.02673415e-08 3.77433190e-08 1.02563623e-07
 9.17325566e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02112595 0.03660937 0.04253978 0.02460484 0.00932962 0.0222566
 0.01394887 0.03799909 0.03395267]
L2 term: [5.72519055e-08 9.92123827e-08 1.15283952e-07 6.66797941e-08
 2.52835271e-08 6.03159917e-08 3.78018224e-08 1.02978556e-07
 9.20126495e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02120539 0.03671718 0.04263708 0.02469782 0.0093739  0.0222745
 0.01397044 0.03815211 0.03405597]
L2 term: [5.74671869e-08 9.95045412e-08 1.15547638e-07 6.69317645e-08
 2.54035185e-08 6.03645064e-08 3.78602740e-08 1.03393258e-07
 9.22926078e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02128478 0.03682492 0.04273432 0.02479072 0.00941817 0.02229235
 0.01399199 0.03830505 0.03415923]
L2 term: [5.76823227e-08 9.97965323e-08 1.15811165e-07 6.71835203e-08
 2.55234936e-08 6.04128855e-08 3.79186739e-08 1.03807729e-07
 9.25724314e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02136411 0.0369326  0.0428315  0.02488354 0.00946243 0.02231016
 0.01401352 0.03845791 0.03426243]
L2 term: [5.78973130e-08 1.00088356e-07 1.16074533e-07 6.74350617e-08
 2.56434523e-08 6.04611292e-08 3.79770222e-08 1.04221969e-07
 9.28521204e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02144339 0.03704022 0.04292863 0.02497628 0.00950669 0.02232791
 0.01403503 0.03861068 0.03436559]
L2 term: [5.81121579e-08 1.00380013e-07 1.16337742e-07 6.76863888e-08
 2.57633946e-08 6.05092377e-08 3.80353189e-08 1.04635978e-07
 9.31316749e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02152261 0.03714778 0.04302569 0.02506894 0.00955095 0.02234561
 0.01405653 0.03876336 0.03446869]
L2 term: [5.83268575e-08 1.00671503e-07 1.16600793e-07 6.79375019e-08
 2.58833206e-08 6.05572111e-08 3.80935640e-08 1.05049757e-07
 9.34110951e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02160178 0.03725528 0.0431227  0.02516152 0.00959519 0.02236326
 0.014078   0.03891596 0.03457175]
L2 term: [5.85414119e-08 1.00962825e-07 1.16863686e-07 6.81884012e-08
 2.60032302e-08 6.06050495e-08 3.81517576e-08 1.05463305e-07
 9.36903810e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0216809  0.03736272 0.04321965 0.02525402 0.00963943 0.02238087
 0.01409945 0.03906847 0.03467476]
L2 term: [5.87558212e-08 1.01253981e-07 1.17126420e-07 6.84390867e-08
 2.61231235e-08 6.06527530e-08 3.82098998e-08 1.05876623e-07
 9.39695327e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02175996 0.03747009 0.04331654 0.02534645 0.00968367 0.02239842
 0.01412089 0.0392209  0.03477772]
L2 term: [5.89700855e-08 1.01544971e-07 1.17388996e-07 6.86895587e-08
 2.62430004e-08 6.07003218e-08 3.82679905e-08 1.06289711e-07
 9.42485502e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02183897 0.03757741 0.04341337 0.02543879 0.0097279  0.02241592
 0.0141423  0.03937325 0.03488062]
L2 term: [5.91842050e-08 1.01835793e-07 1.17651414e-07 6.89398174e-08
 2.63628609e-08 6.07477560e-08 3.83260298e-08 1.06702569e-07
 9.45274338e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02191793 0.03768466 0.04351015 0.02553106 0.00977212 0.02243338
 0.0141637  0.03952551 0.03498348]
L2 term: [5.93981798e-08 1.02126450e-07 1.17913675e-07 6.91898629e-08
 2.64827051e-08 6.07950557e-08 3.83840178e-08 1.07115198e-07
 9.48061834e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02199683 0.03779185 0.04360686 0.02562325 0.00981633 0.02245078
 0.01418508 0.03967768 0.03508629]
L2 term: [5.96120099e-08 1.02416940e-07 1.18175777e-07 6.94396954e-08
 2.66025329e-08 6.08422211e-08 3.84419544e-08 1.07527596e-07
 9.50847991e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02207568 0.03789898 0.04370352 0.02571536 0.00986055 0.02246813
 0.01420644 0.03982977 0.03518905]
L2 term: [5.98256955e-08 1.02707264e-07 1.18437722e-07 6.96893151e-08
 2.67223443e-08 6.08892522e-08 3.84998398e-08 1.07939766e-07
 9.53632811e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02215448 0.03800605 0.04380012 0.02580739 0.00990475 0.02248544
 0.01422778 0.03998178 0.03529176]
L2 term: [6.00392366e-08 1.02997421e-07 1.18699509e-07 6.99387221e-08
 2.68421394e-08 6.09361493e-08 3.85576740e-08 1.08351706e-07
 9.56416294e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02223322 0.03811306 0.04389666 0.02589934 0.00994895 0.02250269
 0.0142491  0.0401337  0.03539442]
L2 term: [6.02526335e-08 1.03287413e-07 1.18961138e-07 7.01879167e-08
 2.69619181e-08 6.09829124e-08 3.86154569e-08 1.08763417e-07
 9.59198441e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02231191 0.03822    0.04399314 0.02599122 0.00999314 0.0225199
 0.01427041 0.04028554 0.03549703]
L2 term: [6.04658862e-08 1.03577239e-07 1.19222611e-07 7.04368990e-08
 2.70816804e-08 6.10295416e-08 3.86731888e-08 1.09174899e-07
 9.61979253e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02239055 0.03832689 0.04408957 0.02608301 0.01003733 0.02253706
 0.01429169 0.04043729 0.0355996 ]
L2 term: [6.06789948e-08 1.03866899e-07 1.19483926e-07 7.06856692e-08
 2.72014265e-08 6.10760371e-08 3.87308695e-08 1.09586152e-07
 9.64758731e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02246913 0.03843371 0.04418594 0.02617473 0.01008151 0.02255417
 0.01431296 0.04058896 0.03570211]
L2 term: [6.08919594e-08 1.04156394e-07 1.19745084e-07 7.09342275e-08
 2.73211561e-08 6.11223990e-08 3.87884991e-08 1.09997177e-07
 9.67536876e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02254766 0.03854047 0.04428225 0.02626637 0.01012568 0.02257122
 0.0143342  0.04074054 0.03580458]
L2 term: [6.11047802e-08 1.04445723e-07 1.20006085e-07 7.11825740e-08
 2.74408694e-08 6.11686275e-08 3.88460778e-08 1.10407973e-07
 9.70313688e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02262614 0.03864717 0.0443785  0.02635793 0.01016985 0.02258823
 0.01435543 0.04089204 0.03590699]
L2 term: [6.13174572e-08 1.04734887e-07 1.20266929e-07 7.14307089e-08
 2.75605663e-08 6.12147226e-08 3.89036054e-08 1.10818541e-07
 9.73089169e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02270457 0.03875381 0.04447469 0.02644942 0.01021401 0.02260519
 0.01437664 0.04104346 0.03600936]
L2 term: [6.15299905e-08 1.05023885e-07 1.20527617e-07 7.16786324e-08
 2.76802469e-08 6.12606846e-08 3.89610821e-08 1.11228881e-07
 9.75863319e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02278294 0.03886039 0.04457083 0.02654082 0.01025817 0.0226221
 0.01439783 0.04119479 0.03611167]
L2 term: [6.17423804e-08 1.05312719e-07 1.20788148e-07 7.19263447e-08
 2.77999111e-08 6.13065134e-08 3.90185080e-08 1.11638994e-07
 9.78636139e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02286126 0.03896691 0.0446669  0.02663215 0.01030232 0.02263897
 0.014419   0.04134604 0.03621394]
L2 term: [6.19546268e-08 1.05601387e-07 1.21048522e-07 7.21738460e-08
 2.79195590e-08 6.13522093e-08 3.90758829e-08 1.12048878e-07
 9.81407631e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02293952 0.03907337 0.04476293 0.0267234  0.01034646 0.02265578
 0.01444015 0.0414972  0.03631616]
L2 term: [6.21667299e-08 1.05889890e-07 1.21308740e-07 7.24211364e-08
 2.80391905e-08 6.13977723e-08 3.91332071e-08 1.12458535e-07
 9.84177794e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02301774 0.03917977 0.04485889 0.02681457 0.0103906  0.02267254
 0.01446129 0.04164828 0.03641833]
L2 term: [6.23786898e-08 1.06178229e-07 1.21568802e-07 7.26682160e-08
 2.81588057e-08 6.14432027e-08 3.91904804e-08 1.12867964e-07
 9.86946630e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.0230959  0.0392861  0.04495479 0.02690567 0.01043473 0.02268926
 0.0144824  0.04179927 0.03652045]
L2 term: [6.25905066e-08 1.06466403e-07 1.21828707e-07 7.29150851e-08
 2.82784045e-08 6.14885005e-08 3.92477030e-08 1.13277167e-07
 9.89714140e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.023174   0.03939238 0.04505064 0.02699668 0.01047886 0.02270592
 0.0145035  0.04195019 0.03662252]
L2 term: [6.28021804e-08 1.06754412e-07 1.22088457e-07 7.31617439e-08
 2.83979870e-08 6.15336658e-08 3.93048750e-08 1.13686142e-07
 9.92480325e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02325206 0.03949859 0.04514643 0.02708762 0.01052298 0.02272254
 0.01452458 0.04210101 0.03672455]
L2 term: [6.30137114e-08 1.07042257e-07 1.22348051e-07 7.34081925e-08
 2.85175531e-08 6.15786988e-08 3.93619963e-08 1.14094890e-07
 9.95245185e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02333006 0.03960475 0.04524216 0.02717849 0.01056709 0.02273911
 0.01454564 0.04225176 0.03682652]
L2 term: [6.32250996e-08 1.07329937e-07 1.22607489e-07 7.36544311e-08
 2.86371029e-08 6.16235996e-08 3.94190669e-08 1.14503412e-07
 9.98008721e-08]
lambda_param: 0.001
m: 369
theta[1:]: [0.02340801 0.03971084 0.04533784 0.02726927 0.0106112  0.02275563
 0.01456668 0.04240242 0.03692845]
L2 term: [6.34363451e-08 1.07617453e-07 1.22866771e-07 7.39004599e-08
 2.87566363e-08 6.16683683e-08 3.94760870e-08 1.14911707e-07
 1.00077094e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02348591 0.03981687 0.04543346 0.02735998 0.0106553  0.0227721
 0.0145877  0.042553   0.03703032]
L2 term: [6.36474481e-08 1.07904806e-07 1.23125898e-07 7.41462790e-08
 2.88761534e-08 6.17130051e-08 3.95330566e-08 1.15319776e-07
 1.00353183e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02356375 0.03992285 0.04552902 0.02745061 0.0106994  0.02278852
 0.0146087  0.04270349 0.03713215]
L2 term: [6.38584087e-08 1.08191994e-07 1.23384869e-07 7.43918887e-08
 2.89956541e-08 6.17575100e-08 3.95899756e-08 1.15727618e-07
 1.00629140e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02364154 0.04002876 0.04562452 0.02754116 0.01074349 0.02280489
 0.01462969 0.0428539  0.03723393]
L2 term: [6.40692269e-08 1.08479018e-07 1.23643685e-07 7.46372890e-08
 2.91151385e-08 6.18018833e-08 3.96468443e-08 1.16135235e-07
 1.00904965e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02371928 0.04013461 0.04571997 0.02763164 0.01078757 0.02282122
 0.01465065 0.04300423 0.03733566]
L2 term: [6.42799029e-08 1.08765879e-07 1.23902346e-07 7.48824802e-08
 2.92346065e-08 6.18461250e-08 3.97036625e-08 1.16542625e-07
 1.01180658e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02379697 0.0402404  0.04581535 0.02772203 0.01083165 0.0228375
 0.0146716  0.04315447 0.03743734]
L2 term: [6.44904368e-08 1.09052575e-07 1.24160851e-07 7.51274625e-08
 2.93540582e-08 6.18902352e-08 3.97604303e-08 1.16949790e-07
 1.01456219e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02387461 0.04034613 0.04591069 0.02781236 0.01087572 0.02285373
 0.01469253 0.04330463 0.03753898]
L2 term: [6.47008287e-08 1.09339109e-07 1.24419202e-07 7.53722359e-08
 2.94734936e-08 6.19342142e-08 3.98171478e-08 1.17356729e-07
 1.01731649e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02395219 0.0404518  0.04600596 0.0279026  0.01091978 0.0228699
 0.01471344 0.04345471 0.03764056]
L2 term: [6.49110787e-08 1.09625479e-07 1.24677398e-07 7.56168008e-08
 2.95929126e-08 6.19780619e-08 3.98738150e-08 1.17763443e-07
 1.02006947e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02402972 0.04055741 0.04610118 0.02799277 0.01096384 0.02288604
 0.01473433 0.0436047  0.0377421 ]
L2 term: [6.51211870e-08 1.09911685e-07 1.24935439e-07 7.58611572e-08
 2.97123153e-08 6.20217786e-08 3.99304320e-08 1.18169932e-07
 1.02282113e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0241072  0.04066296 0.04619634 0.02808286 0.0110079  0.02290212
 0.0147552  0.04375462 0.03784359]
L2 term: [6.53311536e-08 1.10197729e-07 1.25193326e-07 7.61053054e-08
 2.98317017e-08 6.20653643e-08 3.99869988e-08 1.18576196e-07
 1.02557148e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02418462 0.04076845 0.04629144 0.02817287 0.01105195 0.02291815
 0.01477606 0.04390444 0.03794503]
L2 term: [6.55409786e-08 1.10483609e-07 1.25451058e-07 7.63492455e-08
 2.99510717e-08 6.21088192e-08 4.00435154e-08 1.18982234e-07
 1.02832051e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02426199 0.04087388 0.04638649 0.02826281 0.01109599 0.02293414
 0.01479689 0.04405419 0.03804642]
L2 term: [6.57506621e-08 1.10769327e-07 1.25708636e-07 7.65929777e-08
 3.00704253e-08 6.21521434e-08 4.00999819e-08 1.19388048e-07
 1.03106823e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02433932 0.04097925 0.04648148 0.02835267 0.01114002 0.02295008
 0.01481771 0.04420385 0.03814776]
L2 term: [6.59602043e-08 1.11054881e-07 1.25966059e-07 7.68365021e-08
 3.01897627e-08 6.21953370e-08 4.01563983e-08 1.19793638e-07
 1.03381464e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02441658 0.04108456 0.04657641 0.02844245 0.01118405 0.02296597
 0.01483851 0.04435343 0.03824905]
L2 term: [6.61696053e-08 1.11340273e-07 1.26223329e-07 7.70798190e-08
 3.03090837e-08 6.22384002e-08 4.02127646e-08 1.20199003e-07
 1.03655973e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0244938  0.04118981 0.04667128 0.02853216 0.01122808 0.02298181
 0.01485929 0.04450293 0.0383503 ]
L2 term: [6.63788651e-08 1.11625502e-07 1.26480444e-07 7.73229284e-08
 3.04283884e-08 6.22813331e-08 4.02690810e-08 1.20604144e-07
 1.03930352e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02457097 0.041295   0.0467661  0.02862179 0.01127209 0.02299761
 0.01488005 0.04465234 0.0384515 ]
L2 term: [6.65879839e-08 1.11910569e-07 1.26737405e-07 7.75658307e-08
 3.05476767e-08 6.23241357e-08 4.03253473e-08 1.21009060e-07
 1.04204600e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02464808 0.04140013 0.04686086 0.02871135 0.0113161  0.02301335
 0.0149008  0.04480167 0.03855265]
L2 term: [6.67969619e-08 1.12195474e-07 1.26994213e-07 7.78085259e-08
 3.06669487e-08 6.23668083e-08 4.03815638e-08 1.21413753e-07
 1.04478716e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02472514 0.0415052  0.04695557 0.02880082 0.01136011 0.02302905
 0.01492152 0.04495092 0.03865375]
L2 term: [6.70057990e-08 1.12480216e-07 1.27250867e-07 7.80510142e-08
 3.07862044e-08 6.24093510e-08 4.04377304e-08 1.21818222e-07
 1.04752702e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02480215 0.04161021 0.04705022 0.02889023 0.01140411 0.0230447
 0.01494223 0.04510009 0.0387548 ]
L2 term: [6.72144954e-08 1.12764796e-07 1.27507368e-07 7.82932959e-08
 3.09054437e-08 6.24517638e-08 4.04938471e-08 1.22222468e-07
 1.05026557e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02487911 0.04171516 0.04714481 0.02897955 0.0114481  0.0230603
 0.01496292 0.04524917 0.0388558 ]
L2 term: [6.74230512e-08 1.13049214e-07 1.27763715e-07 7.85353710e-08
 3.10246668e-08 6.24940469e-08 4.05499140e-08 1.22626490e-07
 1.05300282e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02495601 0.04182005 0.04723935 0.0290688  0.01149209 0.02307586
 0.01498359 0.04539818 0.03895676]
L2 term: [6.76314665e-08 1.13333470e-07 1.28019908e-07 7.87772397e-08
 3.11438735e-08 6.25362005e-08 4.06059312e-08 1.23030289e-07
 1.05573876e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02503286 0.04192488 0.04733383 0.02915797 0.01153607 0.02309136
 0.01500424 0.0455471  0.03905767]
L2 term: [6.78397415e-08 1.13617564e-07 1.28275949e-07 7.90189023e-08
 3.12630638e-08 6.25782246e-08 4.06618987e-08 1.23433865e-07
 1.05847339e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02510967 0.04202965 0.04742825 0.02924707 0.01158005 0.02310682
 0.01502487 0.04569593 0.03915853]
L2 term: [6.80478762e-08 1.13901496e-07 1.28531836e-07 7.92603588e-08
 3.13822379e-08 6.26201194e-08 4.07178164e-08 1.23837218e-07
 1.06120673e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02518642 0.04213436 0.04752261 0.02933609 0.01162401 0.02312224
 0.01504549 0.04584469 0.03925934]
L2 term: [6.82558708e-08 1.14185267e-07 1.28787571e-07 7.95016095e-08
 3.15013956e-08 6.26618849e-08 4.07736845e-08 1.24240348e-07
 1.06393875e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02526311 0.04223902 0.04761692 0.02942504 0.01166798 0.0231376
 0.01506609 0.04599336 0.0393601 ]
L2 term: [6.84637253e-08 1.14468877e-07 1.29043152e-07 7.97426546e-08
 3.16205370e-08 6.27035214e-08 4.08295031e-08 1.24643256e-07
 1.06666948e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02533976 0.04234361 0.04771118 0.02951391 0.01171194 0.02315292
 0.01508667 0.04614195 0.03946082]
L2 term: [6.86714398e-08 1.14752325e-07 1.29298581e-07 7.99834941e-08
 3.17396621e-08 6.27450289e-08 4.08852720e-08 1.25045941e-07
 1.06939891e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02541636 0.04244814 0.04780537 0.0296027  0.01175589 0.02316818
 0.01510723 0.04629046 0.03956149]
L2 term: [6.88790146e-08 1.15035612e-07 1.29553857e-07 8.02241284e-08
 3.18587709e-08 6.27864076e-08 4.09409915e-08 1.25448404e-07
 1.07212703e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0254929  0.04255261 0.04789951 0.02969142 0.01179983 0.02318341
 0.01512777 0.04643889 0.03966211]
L2 term: [6.90864496e-08 1.15318737e-07 1.29808981e-07 8.04645575e-08
 3.19778633e-08 6.28276576e-08 4.09966614e-08 1.25850645e-07
 1.07485386e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02556939 0.04265703 0.0479936  0.02978006 0.01184377 0.02319858
 0.01514829 0.04658723 0.03976268]
L2 term: [6.92937450e-08 1.15601702e-07 1.30063953e-07 8.07047816e-08
 3.20969394e-08 6.28687790e-08 4.10522820e-08 1.26252664e-07
 1.07757938e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02564583 0.04276138 0.04808763 0.02986863 0.0118877  0.02321371
 0.0151688  0.0467355  0.0398632 ]
L2 term: [6.95009009e-08 1.15884506e-07 1.30318772e-07 8.09448008e-08
 3.22159992e-08 6.29097720e-08 4.11078531e-08 1.26654461e-07
 1.08030361e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02572222 0.04286568 0.0481816  0.02995712 0.01193163 0.02322878
 0.01518929 0.04688368 0.03996368]
L2 term: [6.97079174e-08 1.16167149e-07 1.30573439e-07 8.11846155e-08
 3.23350427e-08 6.29506366e-08 4.11633748e-08 1.27056037e-07
 1.08302655e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02579856 0.04296991 0.04827551 0.03004554 0.01197555 0.02324382
 0.01520975 0.04703178 0.04006411]
L2 term: [6.99147946e-08 1.16449631e-07 1.30827954e-07 8.14242257e-08
 3.24540699e-08 6.29913730e-08 4.12188473e-08 1.27457391e-07
 1.08574818e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02587485 0.04307409 0.04836937 0.03013388 0.01201947 0.0232588
 0.01523021 0.0471798  0.04016449]
L2 term: [7.01215326e-08 1.16731953e-07 1.31082317e-07 8.16636316e-08
 3.25730808e-08 6.30319812e-08 4.12742704e-08 1.27858524e-07
 1.08846852e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02595108 0.04317821 0.04846318 0.03022215 0.01206338 0.02327374
 0.01525064 0.04732773 0.04026482]
L2 term: [7.03281315e-08 1.17014114e-07 1.31336528e-07 8.19028334e-08
 3.26920753e-08 6.30724616e-08 4.13296444e-08 1.28259436e-07
 1.09118757e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02602726 0.04328227 0.04855693 0.03031034 0.01210728 0.02328863
 0.01527105 0.04747559 0.04036511]
L2 term: [7.05345914e-08 1.17296116e-07 1.31590587e-07 8.21418312e-08
 3.28110536e-08 6.31128140e-08 4.13849691e-08 1.28660127e-07
 1.09390532e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0261034  0.04338627 0.04865062 0.03039845 0.01215118 0.02330347
 0.01529145 0.04762336 0.04046534]
L2 term: [7.07409125e-08 1.17577956e-07 1.31844495e-07 8.23806252e-08
 3.29300155e-08 6.31530388e-08 4.14402446e-08 1.29060597e-07
 1.09662179e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02617948 0.04349021 0.04874425 0.03048649 0.01219507 0.02331827
 0.01531183 0.04777105 0.04056553]
L2 term: [7.09470949e-08 1.17859637e-07 1.32098252e-07 8.26192157e-08
 3.30489611e-08 6.31931359e-08 4.14954711e-08 1.29460847e-07
 1.09933695e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02625551 0.04359409 0.04883784 0.03057446 0.01223895 0.02333302
 0.01533219 0.04791866 0.04066568]
L2 term: [7.11531385e-08 1.18141158e-07 1.32351857e-07 8.28576027e-08
 3.31678904e-08 6.32331056e-08 4.15506484e-08 1.29860876e-07
 1.10205083e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02633149 0.04369791 0.04893136 0.03066235 0.01228283 0.02334772
 0.01535253 0.04806619 0.04076577]
L2 term: [7.13590437e-08 1.18422519e-07 1.32605311e-07 8.30957864e-08
 3.32868034e-08 6.32729479e-08 4.16057767e-08 1.30260685e-07
 1.10476342e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02640742 0.04380167 0.04902483 0.03075016 0.0123267  0.02336237
 0.01537286 0.04821364 0.04086582]
L2 term: [7.15648104e-08 1.18703720e-07 1.32858614e-07 8.33337670e-08
 3.34057002e-08 6.33126630e-08 4.16608561e-08 1.30660274e-07
 1.10747472e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02648329 0.04390538 0.04911824 0.0308379  0.01237057 0.02337698
 0.01539316 0.04836101 0.04096582]
L2 term: [7.17704387e-08 1.18984761e-07 1.33111766e-07 8.35715447e-08
 3.35245806e-08 6.33522509e-08 4.17158864e-08 1.31059643e-07
 1.11018473e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02655912 0.04400902 0.0492116  0.03092557 0.01241443 0.02339154
 0.01541345 0.04850829 0.04106577]
L2 term: [7.19759289e-08 1.19265643e-07 1.33364767e-07 8.38091196e-08
 3.36434447e-08 6.33917119e-08 4.17708679e-08 1.31458792e-07
 1.11289345e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02663489 0.04411261 0.0493049  0.03101316 0.01245829 0.02340606
 0.01543372 0.0486555  0.04116567]
L2 term: [7.21812809e-08 1.19546366e-07 1.33617617e-07 8.40464920e-08
 3.37622925e-08 6.34310460e-08 4.18258004e-08 1.31857721e-07
 1.11560089e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02671062 0.04421614 0.04939815 0.03110067 0.01250213 0.02342052
 0.01545397 0.04880262 0.04126553]
L2 term: [7.23864949e-08 1.19826929e-07 1.33870316e-07 8.42836619e-08
 3.38811240e-08 6.34702533e-08 4.18806841e-08 1.32256431e-07
 1.11830704e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02678629 0.04431961 0.04949134 0.03118811 0.01254598 0.02343494
 0.01547421 0.04894967 0.04136534]
L2 term: [7.25915710e-08 1.20107333e-07 1.34122865e-07 8.45206296e-08
 3.39999392e-08 6.35093341e-08 4.19355190e-08 1.32654922e-07
 1.12101191e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02686191 0.04442302 0.04958447 0.03127548 0.01258981 0.02344932
 0.01549442 0.04909663 0.0414651 ]
L2 term: [7.27965093e-08 1.20387578e-07 1.34375264e-07 8.47573952e-08
 3.41187381e-08 6.35482883e-08 4.19903052e-08 1.33053193e-07
 1.12371549e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02693748 0.04452637 0.04967755 0.03136277 0.01263365 0.02346365
 0.01551462 0.04924351 0.04156482]
L2 term: [7.30013099e-08 1.20667664e-07 1.34627512e-07 8.49939589e-08
 3.42375207e-08 6.35871161e-08 4.20450426e-08 1.33451246e-07
 1.12641779e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.027013   0.04462966 0.04977058 0.03144999 0.01267747 0.02347793
 0.0155348  0.04939031 0.04166448]
L2 term: [7.32059730e-08 1.20947591e-07 1.34879610e-07 8.52303209e-08
 3.43562870e-08 6.36258177e-08 4.20997313e-08 1.33849079e-07
 1.12911880e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02708847 0.0447329  0.04986355 0.03153713 0.01272129 0.02349216
 0.01555496 0.04953703 0.0417641 ]
L2 term: [7.34104985e-08 1.21227359e-07 1.35131558e-07 8.54664812e-08
 3.44750370e-08 6.36643931e-08 4.21543714e-08 1.34246694e-07
 1.13181854e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02716389 0.04483607 0.04995646 0.0316242  0.0127651  0.02350635
 0.01557511 0.04968367 0.04186368]
L2 term: [7.36148867e-08 1.21506969e-07 1.35383356e-07 8.57024402e-08
 3.45937708e-08 6.37028426e-08 4.22089629e-08 1.34644091e-07
 1.13451699e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02723926 0.04493919 0.05004932 0.0317112  0.01280891 0.02352049
 0.01559523 0.04983023 0.0419632 ]
L2 term: [7.38191376e-08 1.21786420e-07 1.35635005e-07 8.59381980e-08
 3.47124882e-08 6.37411661e-08 4.22635059e-08 1.35041269e-07
 1.13721416e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02731458 0.04504225 0.05014212 0.03179812 0.01285271 0.02353459
 0.01561534 0.04997671 0.04206268]
L2 term: [7.40232513e-08 1.22065713e-07 1.35886503e-07 8.61737547e-08
 3.48311894e-08 6.37793638e-08 4.23180003e-08 1.35438229e-07
 1.13991006e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02738985 0.04514525 0.05023487 0.03188496 0.0128965  0.02354863
 0.01563543 0.0501231  0.04216211]
L2 term: [7.42272280e-08 1.22344847e-07 1.36137852e-07 8.64091105e-08
 3.49498742e-08 6.38174359e-08 4.23724462e-08 1.35834971e-07
 1.14260467e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02746506 0.04524819 0.05032756 0.03197173 0.01294029 0.02356264
 0.01565551 0.05026942 0.0422615 ]
L2 term: [7.44310678e-08 1.22623823e-07 1.36389051e-07 8.66442655e-08
 3.50685428e-08 6.38553825e-08 4.24268437e-08 1.36231496e-07
 1.14529801e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02754023 0.04535107 0.0504202  0.03205843 0.01298407 0.02357659
 0.01567556 0.05041566 0.04236083]
L2 term: [7.46347707e-08 1.22902642e-07 1.36640101e-07 8.68792200e-08
 3.51871951e-08 6.38932037e-08 4.24811928e-08 1.36627802e-07
 1.14799008e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02761535 0.0454539  0.05051278 0.03214506 0.01302785 0.0235905
 0.0156956  0.05056182 0.04246012]
L2 term: [7.48383368e-08 1.23181302e-07 1.36891002e-07 8.71139742e-08
 3.53058311e-08 6.39308995e-08 4.25354935e-08 1.37023891e-07
 1.15068086e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02769041 0.04555667 0.05060531 0.03223161 0.01307162 0.02360437
 0.01571562 0.05070789 0.04255937]
L2 term: [7.50417664e-08 1.23459804e-07 1.37141754e-07 8.73485281e-08
 3.54244509e-08 6.39684702e-08 4.25897459e-08 1.37419763e-07
 1.15337038e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02776543 0.04565938 0.05069778 0.03231808 0.01311539 0.02361818
 0.01573562 0.05085389 0.04265856]
L2 term: [7.52450594e-08 1.23738149e-07 1.37392356e-07 8.75828819e-08
 3.55430543e-08 6.40059159e-08 4.26439499e-08 1.37815418e-07
 1.15605861e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02784039 0.04576203 0.0507902  0.03240449 0.01315915 0.02363195
 0.0157556  0.05099981 0.04275771]
L2 term: [7.54482160e-08 1.24016336e-07 1.37642810e-07 8.78170359e-08
 3.56616415e-08 6.40432366e-08 4.26981058e-08 1.38210855e-07
 1.15874558e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02791531 0.04586462 0.05088256 0.03249082 0.0132029  0.02364568
 0.01577557 0.05114564 0.04285681]
L2 term: [7.56512362e-08 1.24294365e-07 1.37893114e-07 8.80509902e-08
 3.57802124e-08 6.40804325e-08 4.27522134e-08 1.38606076e-07
 1.16143127e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02799017 0.04596716 0.05097487 0.03257707 0.01324665 0.02365936
 0.01579551 0.0512914  0.04295587]
L2 term: [7.58541203e-08 1.24572237e-07 1.38143270e-07 8.82847449e-08
 3.58987670e-08 6.41175038e-08 4.28062729e-08 1.39001080e-07
 1.16411569e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02806498 0.04606963 0.05106712 0.03266325 0.01329039 0.02367299
 0.01581544 0.05143707 0.04305488]
L2 term: [7.60568682e-08 1.24849952e-07 1.38393278e-07 8.85183002e-08
 3.60173053e-08 6.41544504e-08 4.28602842e-08 1.39395867e-07
 1.16679884e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02813975 0.04617205 0.05115932 0.03274936 0.01333412 0.02368658
 0.01583536 0.05158267 0.04315384]
L2 term: [7.62594802e-08 1.25127510e-07 1.38643137e-07 8.87516563e-08
 3.61358274e-08 6.41912726e-08 4.29142475e-08 1.39790438e-07
 1.16948073e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02821446 0.04627441 0.05125146 0.0328354  0.01337785 0.02370012
 0.01585525 0.05172819 0.04325275]
L2 term: [7.64619562e-08 1.25404910e-07 1.38892847e-07 8.89848134e-08
 3.62543332e-08 6.42279705e-08 4.29681627e-08 1.40184793e-07
 1.17216134e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02828913 0.04637671 0.05134355 0.03292136 0.01342157 0.02371362
 0.01587513 0.05187363 0.04335162]
L2 term: [7.66642965e-08 1.25682154e-07 1.39142410e-07 8.92177716e-08
 3.63728227e-08 6.42645442e-08 4.30220299e-08 1.40578931e-07
 1.17484068e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02836374 0.04647896 0.05143558 0.03300725 0.01346529 0.02372707
 0.01589499 0.05201898 0.04345044]
L2 term: [7.68665011e-08 1.25959241e-07 1.39391824e-07 8.94505311e-08
 3.64912959e-08 6.43009938e-08 4.30758491e-08 1.40972854e-07
 1.17751876e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0284383  0.04658115 0.05152756 0.03309306 0.013509   0.02374047
 0.01591483 0.05216426 0.04354922]
L2 term: [7.70685700e-08 1.26236171e-07 1.39641090e-07 8.96830921e-08
 3.66097529e-08 6.43373194e-08 4.31296203e-08 1.41366561e-07
 1.18019557e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02851282 0.04668328 0.05161949 0.0331788  0.0135527  0.02375383
 0.01593465 0.05230946 0.04364794]
L2 term: [7.72705036e-08 1.26512944e-07 1.39890208e-07 8.99154547e-08
 3.67281936e-08 6.43735212e-08 4.31833437e-08 1.41760053e-07
 1.18287111e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02858728 0.04678535 0.05171136 0.03326447 0.0135964  0.02376714
 0.01595446 0.05245458 0.04374663]
L2 term: [7.74723017e-08 1.26789561e-07 1.40139179e-07 9.01476190e-08
 3.68466181e-08 6.44095993e-08 4.32370192e-08 1.42153329e-07
 1.18554539e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02866169 0.04688736 0.05180317 0.03335007 0.01364009 0.02378041
 0.01597425 0.05259962 0.04384526]
L2 term: [7.76739646e-08 1.27066021e-07 1.40388002e-07 9.03795854e-08
 3.69650263e-08 6.44455537e-08 4.32906470e-08 1.42546389e-07
 1.18821841e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02873606 0.04698932 0.05189493 0.03343559 0.01368378 0.02379363
 0.01599402 0.05274458 0.04394385]
L2 term: [7.78754923e-08 1.27342326e-07 1.40636677e-07 9.06113538e-08
 3.70834182e-08 6.44813847e-08 4.33442269e-08 1.42939235e-07
 1.19089016e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02881037 0.04709122 0.05198664 0.03352104 0.01372746 0.02380681
 0.01601377 0.05288946 0.04404239]
L2 term: [7.80768850e-08 1.27618474e-07 1.40885205e-07 9.08429246e-08
 3.72017939e-08 6.45170923e-08 4.33977591e-08 1.43331866e-07
 1.19356066e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02888463 0.04719306 0.05207829 0.03360642 0.01377114 0.02381994
 0.01603351 0.05303426 0.04414088]
L2 term: [7.82781427e-08 1.27894465e-07 1.41133585e-07 9.10742978e-08
 3.73201533e-08 6.45526766e-08 4.34512436e-08 1.43724282e-07
 1.19622989e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02895885 0.04729484 0.05216989 0.03369172 0.01381481 0.02383302
 0.01605323 0.05317898 0.04423933]
L2 term: [7.84792656e-08 1.28170301e-07 1.41381818e-07 9.13054736e-08
 3.74384964e-08 6.45881379e-08 4.35046804e-08 1.44116483e-07
 1.19889786e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02903301 0.04739657 0.05226143 0.03377695 0.01385847 0.02384606
 0.01607293 0.05332363 0.04433773]
L2 term: [7.86802537e-08 1.28445982e-07 1.41629904e-07 9.15364523e-08
 3.75568233e-08 6.46234761e-08 4.35580696e-08 1.44508470e-07
 1.20156456e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02910713 0.04749824 0.05235292 0.03386211 0.01390212 0.02385906
 0.01609261 0.05346819 0.04443609]
L2 term: [7.88811072e-08 1.28721506e-07 1.41877843e-07 9.17672339e-08
 3.76751339e-08 6.46586914e-08 4.36114113e-08 1.44900242e-07
 1.20423002e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02918119 0.04759985 0.05244436 0.0339472  0.01394578 0.02387201
 0.01611228 0.05361267 0.0445344 ]
L2 term: [7.90818261e-08 1.28996875e-07 1.42125635e-07 9.19978186e-08
 3.77934283e-08 6.46937839e-08 4.36647054e-08 1.45291801e-07
 1.20689421e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02925521 0.0477014  0.05253574 0.03403221 0.01398942 0.02388491
 0.01613192 0.05375708 0.04463266]
L2 term: [7.92824107e-08 1.29272088e-07 1.42373281e-07 9.22282066e-08
 3.79117065e-08 6.47287538e-08 4.37179519e-08 1.45683145e-07
 1.20955714e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02932918 0.0478029  0.05262707 0.03411715 0.01403306 0.02389777
 0.01615155 0.05390141 0.04473087]
L2 term: [7.94828608e-08 1.29547146e-07 1.42620780e-07 9.24583981e-08
 3.80299683e-08 6.47636012e-08 4.37711511e-08 1.46074276e-07
 1.21221882e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02940309 0.04790434 0.05271834 0.03420202 0.01407669 0.02391058
 0.01617117 0.05404566 0.04482904]
L2 term: [7.96831768e-08 1.29822048e-07 1.42868132e-07 9.26883932e-08
 3.81482140e-08 6.47983261e-08 4.38243027e-08 1.46465193e-07
 1.21487925e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02947696 0.04800572 0.05280956 0.03428681 0.01412032 0.02392335
 0.01619076 0.05418983 0.04492717]
L2 term: [7.98833587e-08 1.30096796e-07 1.43115337e-07 9.29181921e-08
 3.82664433e-08 6.48329288e-08 4.38774071e-08 1.46855896e-07
 1.21753842e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02955078 0.04810704 0.05290072 0.03437154 0.01416394 0.02393607
 0.01621034 0.05433392 0.04502524]
L2 term: [8.00834065e-08 1.30371388e-07 1.43362397e-07 9.31477949e-08
 3.83846565e-08 6.48674093e-08 4.39304640e-08 1.47246386e-07
 1.22019633e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02962455 0.04820831 0.05299184 0.03445619 0.01420755 0.02394875
 0.0162299  0.05447793 0.04512328]
L2 term: [8.02833204e-08 1.30645825e-07 1.43609310e-07 9.33772019e-08
 3.85028534e-08 6.49017677e-08 4.39834737e-08 1.47636663e-07
 1.22285299e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02969826 0.04830952 0.05308289 0.03454077 0.01425116 0.02396139
 0.01624944 0.05462186 0.04522126]
L2 term: [8.04831006e-08 1.30920108e-07 1.43856077e-07 9.36064131e-08
 3.86210340e-08 6.49360041e-08 4.40364360e-08 1.48026727e-07
 1.22550840e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02977193 0.04841067 0.0531739  0.03462527 0.01429476 0.02397397
 0.01626897 0.05476572 0.0453192 ]
L2 term: [8.06827470e-08 1.31194235e-07 1.44102698e-07 9.38354288e-08
 3.87391984e-08 6.49701188e-08 4.40893512e-08 1.48416578e-07
 1.22816256e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02984555 0.04851177 0.05326484 0.03470971 0.01433836 0.02398652
 0.01628848 0.05490949 0.04541709]
L2 term: [8.08822598e-08 1.31468208e-07 1.44349173e-07 9.40642492e-08
 3.88573466e-08 6.50041117e-08 4.41422191e-08 1.48806216e-07
 1.23081547e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02991912 0.04861281 0.05335574 0.03479407 0.01438195 0.02399902
 0.01630797 0.05505319 0.04551494]
L2 term: [8.10816391e-08 1.31742027e-07 1.44595502e-07 9.42928743e-08
 3.89754785e-08 6.50379831e-08 4.41950399e-08 1.49195642e-07
 1.23346713e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.02999265 0.04871379 0.05344658 0.03487836 0.01442554 0.02401147
 0.01632744 0.05519681 0.04561274]
L2 term: [8.12808850e-08 1.32015691e-07 1.44841686e-07 9.45213043e-08
 3.90935942e-08 6.50717330e-08 4.42478136e-08 1.49584856e-07
 1.23611754e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03006612 0.04881472 0.05353737 0.03496258 0.01446911 0.02402388
 0.0163469  0.05534035 0.04571049]
L2 term: [8.14799977e-08 1.32289201e-07 1.45087724e-07 9.47495395e-08
 3.92116937e-08 6.51053615e-08 4.43005402e-08 1.49973857e-07
 1.23876670e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03013954 0.04891558 0.0536281  0.03504673 0.01451269 0.02403624
 0.01636634 0.05548382 0.0458082 ]
L2 term: [8.16789771e-08 1.32562556e-07 1.45333617e-07 9.49775799e-08
 3.93297769e-08 6.51388688e-08 4.43532198e-08 1.50362646e-07
 1.24141461e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03021292 0.04901639 0.05371879 0.0351308  0.01455625 0.02404856
 0.01638576 0.0556272  0.04590586]
L2 term: [8.18778235e-08 1.32835758e-07 1.45579364e-07 9.52054258e-08
 3.94478439e-08 6.51722550e-08 4.44058523e-08 1.50751223e-07
 1.24406128e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03028624 0.04911715 0.05380941 0.03521481 0.01459982 0.02406084
 0.01640516 0.05577051 0.04600348]
L2 term: [8.20765369e-08 1.33108805e-07 1.45824966e-07 9.54330772e-08
 3.95658947e-08 6.52055202e-08 4.44584379e-08 1.51139588e-07
 1.24670670e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03035952 0.04921785 0.05389999 0.03529874 0.01464337 0.02407307
 0.01642455 0.05591374 0.04610105]
L2 term: [8.22751174e-08 1.33381699e-07 1.46070424e-07 9.56605345e-08
 3.96839292e-08 6.52386645e-08 4.45109766e-08 1.51527742e-07
 1.24935088e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03043275 0.04931849 0.05399051 0.0353826  0.01468692 0.02408525
 0.01644392 0.05605689 0.04619857]
L2 term: [8.24735651e-08 1.33654439e-07 1.46315736e-07 9.58877977e-08
 3.98019475e-08 6.52716881e-08 4.45634684e-08 1.51915684e-07
 1.25199381e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03050592 0.04941907 0.05408097 0.03546639 0.01473046 0.02409739
 0.01646327 0.05619996 0.04629605]
L2 term: [8.26718802e-08 1.33927025e-07 1.46560903e-07 9.61148670e-08
 3.99199496e-08 6.53045910e-08 4.46159134e-08 1.52303415e-07
 1.25463550e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03057905 0.0495196  0.05417139 0.0355501  0.014774   0.02410949
 0.01648261 0.05634296 0.04639348]
L2 term: [8.28700627e-08 1.34199458e-07 1.46805925e-07 9.63417425e-08
 4.00379355e-08 6.53373734e-08 4.46683115e-08 1.52690935e-07
 1.25727595e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03065213 0.04962007 0.05426175 0.03563375 0.01481753 0.02412154
 0.01650192 0.05648587 0.04649087]
L2 term: [8.30681128e-08 1.34471737e-07 1.47050803e-07 9.65684245e-08
 4.01559051e-08 6.53700354e-08 4.47206629e-08 1.53078244e-07
 1.25991516e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03072517 0.04972049 0.05435205 0.03571732 0.01486105 0.02413355
 0.01652123 0.05662871 0.04658821]
L2 term: [8.32660304e-08 1.34743863e-07 1.47295536e-07 9.67949130e-08
 4.02738585e-08 6.54025770e-08 4.47729675e-08 1.53465342e-07
 1.26255312e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03079815 0.04982084 0.05444231 0.03580083 0.01490457 0.02414551
 0.01654051 0.05677147 0.04668551]
L2 term: [8.34638159e-08 1.35015836e-07 1.47540125e-07 9.70212083e-08
 4.03917957e-08 6.54349985e-08 4.48252255e-08 1.53852230e-07
 1.26518985e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03087108 0.04992114 0.05453251 0.03588426 0.01494809 0.02415743
 0.01655977 0.05691416 0.04678275]
L2 term: [8.36614691e-08 1.35287656e-07 1.47784569e-07 9.72473105e-08
 4.05097167e-08 6.54673000e-08 4.48774367e-08 1.54238907e-07
 1.26782534e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03094397 0.05002139 0.05462265 0.03596762 0.01499159 0.02416931
 0.01657902 0.05705676 0.04687996]
L2 term: [8.38589903e-08 1.35559322e-07 1.48028870e-07 9.74732199e-08
 4.06276215e-08 6.54994815e-08 4.49296014e-08 1.54625373e-07
 1.27045959e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0310168  0.05012158 0.05471275 0.03605091 0.01503509 0.02418114
 0.01659825 0.05719929 0.04697712]
L2 term: [8.40563796e-08 1.35830836e-07 1.48273026e-07 9.76989364e-08
 4.07455100e-08 6.55315432e-08 4.49817195e-08 1.55011630e-07
 1.27309260e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03108959 0.05022171 0.05480279 0.03613413 0.01507859 0.02419293
 0.01661747 0.05734174 0.04707423]
L2 term: [8.42536370e-08 1.36102197e-07 1.48517038e-07 9.79244604e-08
 4.08633824e-08 6.55634851e-08 4.50337911e-08 1.55397676e-07
 1.27572437e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03116233 0.05032179 0.05489277 0.03621727 0.01512208 0.02420467
 0.01663667 0.05748412 0.0471713 ]
L2 term: [8.44507626e-08 1.36373405e-07 1.48760906e-07 9.81497919e-08
 4.09812385e-08 6.55953075e-08 4.50858161e-08 1.55783513e-07
 1.27835491e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03123502 0.05042181 0.05498271 0.03630035 0.01516556 0.02421637
 0.01665585 0.05762641 0.04726832]
L2 term: [8.46477567e-08 1.36644461e-07 1.49004630e-07 9.83749311e-08
 4.10990784e-08 6.56270104e-08 4.51377947e-08 1.56169139e-07
 1.28098422e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03130766 0.05052177 0.05507259 0.03638336 0.01520904 0.02422802
 0.01667501 0.05776863 0.04736529]
L2 term: [8.48446191e-08 1.36915364e-07 1.49248211e-07 9.85998783e-08
 4.12169021e-08 6.56585939e-08 4.51897269e-08 1.56554557e-07
 1.28361229e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03138026 0.05062168 0.05516242 0.03646629 0.01525251 0.02423963
 0.01669416 0.05791077 0.04746222]
L2 term: [8.50413502e-08 1.37186115e-07 1.49491648e-07 9.88246335e-08
 4.13347096e-08 6.56900582e-08 4.52416127e-08 1.56939764e-07
 1.28623912e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0314528  0.05072153 0.05525219 0.03654915 0.01529597 0.0242512
 0.01671328 0.05805284 0.04755911]
L2 term: [8.52379499e-08 1.37456714e-07 1.49734942e-07 9.90491969e-08
 4.14525009e-08 6.57214034e-08 4.52934521e-08 1.57324763e-07
 1.28886473e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0315253  0.05082132 0.05534192 0.03663195 0.01533943 0.02426272
 0.0167324  0.05819482 0.04765595]
L2 term: [8.54344183e-08 1.37727161e-07 1.49978093e-07 9.92735687e-08
 4.15702760e-08 6.57526296e-08 4.53452453e-08 1.57709553e-07
 1.29148910e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03159775 0.05092106 0.05543159 0.03671467 0.01538288 0.0242742
 0.01675149 0.05833674 0.04775274]
L2 term: [8.56307556e-08 1.37997455e-07 1.50221100e-07 9.94977491e-08
 4.16880349e-08 6.57837368e-08 4.53969921e-08 1.58094133e-07
 1.29411225e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03167015 0.05102074 0.0555212  0.03679732 0.01542633 0.02428563
 0.01677057 0.05847857 0.04784949]
L2 term: [8.58269619e-08 1.38267598e-07 1.50463964e-07 9.97217382e-08
 4.18057777e-08 6.58147253e-08 4.54486928e-08 1.58478505e-07
 1.29673416e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0317425  0.05112037 0.05561077 0.0368799  0.01546977 0.02429702
 0.01678963 0.05862032 0.04794619]
L2 term: [8.60230373e-08 1.38537589e-07 1.50706685e-07 9.99455361e-08
 4.19235042e-08 6.58455951e-08 4.55003472e-08 1.58862668e-07
 1.29935484e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0318148  0.05121994 0.05570028 0.03696241 0.01551321 0.02430837
 0.01680867 0.058762   0.04804285]
L2 term: [8.62189818e-08 1.38807428e-07 1.50949263e-07 1.00169143e-07
 4.20412145e-08 6.58763464e-08 4.55519555e-08 1.59246623e-07
 1.30197430e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03188706 0.05131946 0.05578974 0.03704485 0.01555664 0.02431968
 0.0168277  0.05890361 0.04813946]
L2 term: [8.64147956e-08 1.39077116e-07 1.51191699e-07 1.00392559e-07
 4.21589086e-08 6.59069793e-08 4.56035176e-08 1.59630369e-07
 1.30459252e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03195927 0.05141891 0.05587914 0.03712722 0.01560006 0.02433094
 0.01684671 0.05904513 0.04823603]
L2 term: [8.66104788e-08 1.39346652e-07 1.51433991e-07 1.00615785e-07
 4.22765865e-08 6.59374938e-08 4.56550337e-08 1.60013907e-07
 1.30720952e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03203143 0.05151832 0.0559685  0.03720952 0.01564348 0.02434215
 0.0168657  0.05918658 0.04833255]
L2 term: [8.68060315e-08 1.39616036e-07 1.51676141e-07 1.00838820e-07
 4.23942483e-08 6.59678901e-08 4.57065037e-08 1.60397238e-07
 1.30982530e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03210354 0.05161766 0.0560578  0.03729175 0.01568689 0.02435332
 0.01688468 0.05932795 0.04842903]
L2 term: [8.70014537e-08 1.39885270e-07 1.51918149e-07 1.01061664e-07
 4.25118938e-08 6.59981684e-08 4.57579278e-08 1.60780360e-07
 1.31243985e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0321756  0.05171696 0.05614705 0.03737391 0.01573029 0.02436445
 0.01690363 0.05946925 0.04852546]
L2 term: [8.71967456e-08 1.40154352e-07 1.52160014e-07 1.01284319e-07
 4.26295232e-08 6.60283287e-08 4.58093058e-08 1.61163275e-07
 1.31505317e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03224761 0.05181619 0.05623624 0.037456   0.01577369 0.02437554
 0.01692258 0.05961047 0.04862185]
L2 term: [8.73919073e-08 1.40423283e-07 1.52401738e-07 1.01506784e-07
 4.27471364e-08 6.60583711e-08 4.58606379e-08 1.61545982e-07
 1.31766528e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03231958 0.05191537 0.05632538 0.03753802 0.01581709 0.02438658
 0.0169415  0.05975161 0.04871819]
L2 term: [8.75869389e-08 1.40692064e-07 1.52643319e-07 1.01729058e-07
 4.28647334e-08 6.60882958e-08 4.59119242e-08 1.61928482e-07
 1.32027616e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0323915  0.0520145  0.05641448 0.03761997 0.01586047 0.02439758
 0.01696041 0.05989268 0.04881449]
L2 term: [8.77818404e-08 1.40960693e-07 1.52884758e-07 1.01951143e-07
 4.29823142e-08 6.61181028e-08 4.59631646e-08 1.62310774e-07
 1.32288581e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03246337 0.05211356 0.05650351 0.03770185 0.01590386 0.02440854
 0.0169793  0.06003367 0.04891074]
L2 term: [8.79766121e-08 1.41229172e-07 1.53126055e-07 1.02173039e-07
 4.30998788e-08 6.61477924e-08 4.60143591e-08 1.62692860e-07
 1.32549425e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03253519 0.05221258 0.0565925  0.03778366 0.01594723 0.02441945
 0.01699817 0.06017458 0.04900694]
L2 term: [8.81712539e-08 1.41497500e-07 1.53367210e-07 1.02394745e-07
 4.32174273e-08 6.61773645e-08 4.60655079e-08 1.63074739e-07
 1.32810147e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03260697 0.05231154 0.05668143 0.0378654  0.0159906  0.02443032
 0.01701703 0.06031542 0.04910311]
L2 term: [8.83657660e-08 1.41765678e-07 1.53608223e-07 1.02616262e-07
 4.33349596e-08 6.62068194e-08 4.61166110e-08 1.63456410e-07
 1.33070746e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03267869 0.05241044 0.05677032 0.03794707 0.01603396 0.02444114
 0.01703587 0.06045618 0.04919922]
L2 term: [8.85601485e-08 1.42033705e-07 1.53849095e-07 1.02837590e-07
 4.34524757e-08 6.62361571e-08 4.61676683e-08 1.63837876e-07
 1.33331224e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03275037 0.05250928 0.05685915 0.03802867 0.01607732 0.02445192
 0.01705469 0.06059686 0.04929529]
L2 term: [8.87544015e-08 1.42301582e-07 1.54089826e-07 1.03058729e-07
 4.35699756e-08 6.62653778e-08 4.62186800e-08 1.64219135e-07
 1.33591580e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03282201 0.05260807 0.05694792 0.0381102  0.01612067 0.02446266
 0.0170735  0.06073747 0.04939132]
L2 term: [8.89485250e-08 1.42569309e-07 1.54330415e-07 1.03279679e-07
 4.36874594e-08 6.62944815e-08 4.62696460e-08 1.64600187e-07
 1.33851815e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03289359 0.05270681 0.05703665 0.03819166 0.01616402 0.02447336
 0.01709229 0.060878   0.0494873 ]
L2 term: [8.91425193e-08 1.42836885e-07 1.54570863e-07 1.03500441e-07
 4.38049270e-08 6.63234684e-08 4.63205665e-08 1.64981034e-07
 1.34111927e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03296513 0.05280549 0.05712532 0.03827305 0.01620736 0.02448401
 0.01711106 0.06101846 0.04958324]
L2 term: [8.93363843e-08 1.43104312e-07 1.54811170e-07 1.03721015e-07
 4.39223784e-08 6.63523387e-08 4.63714414e-08 1.65361674e-07
 1.34371919e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03303661 0.05290412 0.05721394 0.03835438 0.01625069 0.02449462
 0.01712982 0.06115884 0.04967913]
L2 term: [8.95301203e-08 1.43371589e-07 1.55051335e-07 1.03941400e-07
 4.40398137e-08 6.63810923e-08 4.64222708e-08 1.65742109e-07
 1.34631788e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03310806 0.05300269 0.05730251 0.03843563 0.01629402 0.02450519
 0.01714856 0.06129914 0.04977498]
L2 term: [8.97237272e-08 1.43638716e-07 1.55291360e-07 1.04161597e-07
 4.41572328e-08 6.64097294e-08 4.64730547e-08 1.66122337e-07
 1.34891537e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03317945 0.0531012  0.05739103 0.03851681 0.01633734 0.02451571
 0.01716728 0.06143937 0.04987078]
L2 term: [8.99172052e-08 1.43905693e-07 1.55531244e-07 1.04381606e-07
 4.42746357e-08 6.64382502e-08 4.65237932e-08 1.66502361e-07
 1.35151164e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03325079 0.05319966 0.05747949 0.03859793 0.01638066 0.0245262
 0.01718599 0.06157952 0.04996654]
L2 term: [9.01105544e-08 1.44172521e-07 1.55770987e-07 1.04601428e-07
 4.43920225e-08 6.64666547e-08 4.65744863e-08 1.66882179e-07
 1.35410670e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03332209 0.05329806 0.05756791 0.03867897 0.01642397 0.02453663
 0.01720467 0.0617196  0.05006225]
L2 term: [9.03037749e-08 1.44439199e-07 1.56010590e-07 1.04821061e-07
 4.45093932e-08 6.64949431e-08 4.66251340e-08 1.67261792e-07
 1.35670055e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03339334 0.05339641 0.05765627 0.03875995 0.01646727 0.02454703
 0.01722335 0.0618596  0.05015792]
L2 term: [9.04968668e-08 1.44705728e-07 1.56250052e-07 1.05040508e-07
 4.46267476e-08 6.65231154e-08 4.66757364e-08 1.67641199e-07
 1.35929318e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03346455 0.05349471 0.05774458 0.03884085 0.01651057 0.02455738
 0.017242   0.06199953 0.05025354]
L2 term: [9.06898301e-08 1.44972108e-07 1.56489373e-07 1.05259767e-07
 4.47440860e-08 6.65511719e-08 4.67262935e-08 1.68020402e-07
 1.36188461e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0335357  0.05359295 0.05783284 0.03892169 0.01655386 0.02456769
 0.01726064 0.06213938 0.05034912]
L2 term: [9.08826651e-08 1.45238339e-07 1.56728555e-07 1.05478839e-07
 4.48614081e-08 6.65791125e-08 4.67768054e-08 1.68399400e-07
 1.36447483e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03360681 0.05369113 0.05792104 0.03900246 0.01659715 0.02457796
 0.01727926 0.06227915 0.05044466]
L2 term: [9.10753718e-08 1.45504420e-07 1.56967596e-07 1.05697724e-07
 4.49787142e-08 6.66069375e-08 4.68272720e-08 1.68778194e-07
 1.36706384e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03367787 0.05378926 0.0580092  0.03908316 0.01664043 0.02458818
 0.01729787 0.06241885 0.05054015]
L2 term: [9.12679502e-08 1.45770353e-07 1.57206497e-07 1.05916422e-07
 4.50960040e-08 6.66346469e-08 4.68776935e-08 1.69156783e-07
 1.36965164e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03374889 0.05388733 0.0580973  0.03916379 0.0166837  0.02459837
 0.01731646 0.06255848 0.05063559]
L2 term: [9.14604006e-08 1.46036137e-07 1.57445258e-07 1.06134934e-07
 4.52132778e-08 6.66622409e-08 4.69280698e-08 1.69535168e-07
 1.37223824e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03381985 0.05398535 0.05818535 0.03924435 0.01672697 0.02460851
 0.01733503 0.06269803 0.05073099]
L2 term: [9.16527229e-08 1.46301772e-07 1.57683880e-07 1.06353259e-07
 4.53305353e-08 6.66897195e-08 4.69784010e-08 1.69913348e-07
 1.37482363e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03389077 0.05408332 0.05827335 0.03932485 0.01677023 0.0246186
 0.01735359 0.0628375  0.05082635]
L2 term: [9.18449173e-08 1.46567259e-07 1.57922361e-07 1.06571398e-07
 4.54477768e-08 6.67170829e-08 4.70286872e-08 1.70291325e-07
 1.37740782e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03396165 0.05418123 0.0583613  0.03940527 0.01681349 0.02462866
 0.01737212 0.0629769  0.05092166]
L2 term: [9.20369839e-08 1.46832597e-07 1.58160703e-07 1.06789351e-07
 4.55650021e-08 6.67443311e-08 4.70789283e-08 1.70669098e-07
 1.37999080e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03403247 0.05427908 0.0584492  0.03948563 0.01685674 0.02463867
 0.01739065 0.06311622 0.05101693]
L2 term: [9.22289228e-08 1.47097787e-07 1.58398906e-07 1.07007117e-07
 4.56822112e-08 6.67714644e-08 4.71291245e-08 1.71046667e-07
 1.38257258e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03410325 0.05437688 0.05853704 0.03956591 0.01689998 0.02464864
 0.01740915 0.06325547 0.05111215]
L2 term: [9.24207341e-08 1.47362828e-07 1.58636969e-07 1.07224698e-07
 4.57994043e-08 6.67984828e-08 4.71792756e-08 1.71424032e-07
 1.38515315e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03417398 0.05447463 0.05862484 0.03964613 0.01694322 0.02465857
 0.01742764 0.06339464 0.05120733]
L2 term: [9.26124179e-08 1.47627721e-07 1.58874892e-07 1.07442093e-07
 4.59165812e-08 6.68253864e-08 4.72293819e-08 1.71801194e-07
 1.38773253e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03424467 0.05457232 0.05871258 0.03972628 0.01698645 0.02466845
 0.01744611 0.06353374 0.05130246]
L2 term: [9.28039742e-08 1.47892467e-07 1.59112677e-07 1.07659303e-07
 4.60337419e-08 6.68521753e-08 4.72794433e-08 1.72178153e-07
 1.39031070e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0343153  0.05466996 0.05880027 0.03980636 0.01702968 0.0246783
 0.01746457 0.06367276 0.05139756]
L2 term: [9.29954033e-08 1.48157064e-07 1.59350322e-07 1.07876327e-07
 4.61508866e-08 6.68788497e-08 4.73294599e-08 1.72554909e-07
 1.39288767e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03438589 0.05476754 0.05888791 0.03988638 0.0170729  0.0246881
 0.01748301 0.06381171 0.0514926 ]
L2 term: [9.31867051e-08 1.48421513e-07 1.59587829e-07 1.08093166e-07
 4.62680151e-08 6.69054096e-08 4.73794316e-08 1.72931462e-07
 1.39546345e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03445644 0.05486507 0.0589755  0.03996632 0.01711611 0.02469785
 0.01750143 0.06395058 0.0515876 ]
L2 term: [9.33778798e-08 1.48685815e-07 1.59825196e-07 1.08309820e-07
 4.63851274e-08 6.69318553e-08 4.74293586e-08 1.73307813e-07
 1.39803802e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03452693 0.05496254 0.05906303 0.0400462  0.01715932 0.02470757
 0.01751984 0.06408938 0.05168256]
L2 term: [9.35689275e-08 1.48949969e-07 1.60062425e-07 1.08526289e-07
 4.65022237e-08 6.69581867e-08 4.74792408e-08 1.73683960e-07
 1.40061140e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03459738 0.05505996 0.05915052 0.04012601 0.01720252 0.02471725
 0.01753823 0.06422811 0.05177747]
L2 term: [9.37598483e-08 1.49213976e-07 1.60299515e-07 1.08742574e-07
 4.66193038e-08 6.69844040e-08 4.75290784e-08 1.74059905e-07
 1.40318358e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03466779 0.05515732 0.05923796 0.04020575 0.01724572 0.02472688
 0.0175566  0.06436675 0.05187234]
L2 term: [9.39506422e-08 1.49477835e-07 1.60536466e-07 1.08958674e-07
 4.67363678e-08 6.70105073e-08 4.75788713e-08 1.74435648e-07
 1.40575457e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03473814 0.05525463 0.05932534 0.04028542 0.01728891 0.02473647
 0.01757496 0.06450533 0.05196717]
L2 term: [9.41413095e-08 1.49741546e-07 1.60773279e-07 1.09174589e-07
 4.68534157e-08 6.70364967e-08 4.76286196e-08 1.74811189e-07
 1.40832436e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03480845 0.05535189 0.05941267 0.04036503 0.0173321  0.02474602
 0.0175933  0.06464383 0.05206195]
L2 term: [9.43318501e-08 1.50005111e-07 1.61009954e-07 1.09390320e-07
 4.69704475e-08 6.70623724e-08 4.76783233e-08 1.75186528e-07
 1.41089295e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03487872 0.05544909 0.05949995 0.04044456 0.01737527 0.02475552
 0.01761163 0.06478225 0.05215669]
L2 term: [9.45222642e-08 1.50268528e-07 1.61246490e-07 1.09605867e-07
 4.70874631e-08 6.70881344e-08 4.77279825e-08 1.75561664e-07
 1.41346035e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03494893 0.05554623 0.05958719 0.04052403 0.01741845 0.02476499
 0.01762993 0.06492061 0.05225138]
L2 term: [9.47125519e-08 1.50531799e-07 1.61482888e-07 1.09821230e-07
 4.72044627e-08 6.71137829e-08 4.77775971e-08 1.75936600e-07
 1.41602656e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0350191  0.05564333 0.05967437 0.04060343 0.01746161 0.02477441
 0.01764822 0.06505888 0.05234603]
L2 term: [9.49027132e-08 1.50794922e-07 1.61719149e-07 1.10036409e-07
 4.73214461e-08 6.71393179e-08 4.78271673e-08 1.76311333e-07
 1.41859158e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03508922 0.05574036 0.05976149 0.04068277 0.01750477 0.02478379
 0.0176665  0.06519708 0.05244063]
L2 term: [9.50927483e-08 1.51057899e-07 1.61955271e-07 1.10251405e-07
 4.74384134e-08 6.71647397e-08 4.78766930e-08 1.76685865e-07
 1.42115540e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0351593  0.05583735 0.05984857 0.04076203 0.01754793 0.02479313
 0.01768476 0.06533521 0.0525352 ]
L2 term: [9.52826573e-08 1.51320729e-07 1.62191255e-07 1.10466217e-07
 4.75553646e-08 6.71900482e-08 4.79261744e-08 1.77060196e-07
 1.42371804e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03522933 0.05593428 0.0599356  0.04084123 0.01759108 0.02480242
 0.017703   0.06547327 0.05262971]
L2 term: [9.54724403e-08 1.51583412e-07 1.62427102e-07 1.10680846e-07
 4.76722997e-08 6.72152436e-08 4.79756114e-08 1.77434326e-07
 1.42627948e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03529931 0.05603116 0.06002258 0.04092036 0.01763422 0.02481168
 0.01772123 0.06561125 0.05272419]
L2 term: [9.56620973e-08 1.51845949e-07 1.62662811e-07 1.10895291e-07
 4.77892187e-08 6.72403261e-08 4.80250040e-08 1.77808255e-07
 1.42883974e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03536925 0.05612798 0.0601095  0.04099943 0.01767736 0.02482089
 0.01773944 0.06574915 0.05281862]
L2 term: [9.58516285e-08 1.52108339e-07 1.62898383e-07 1.11109554e-07
 4.79061216e-08 6.72652956e-08 4.80743524e-08 1.78181983e-07
 1.43139880e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03543914 0.05622475 0.06019638 0.04107842 0.01772049 0.02483007
 0.01775763 0.06588698 0.052913  ]
L2 term: [9.60410340e-08 1.52370583e-07 1.63133817e-07 1.11323633e-07
 4.80230084e-08 6.72901524e-08 4.81236566e-08 1.78555510e-07
 1.43395668e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03550899 0.05632146 0.0602832  0.04115735 0.01776362 0.0248392
 0.01777581 0.06602474 0.05300734]
L2 term: [9.62303138e-08 1.52632681e-07 1.63369114e-07 1.11537530e-07
 4.81398791e-08 6.73148966e-08 4.81729165e-08 1.78928837e-07
 1.43651338e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03557878 0.05641812 0.06036998 0.04123621 0.01780673 0.02484829
 0.01779397 0.06616242 0.05310164]
L2 term: [9.64194681e-08 1.52894633e-07 1.63604274e-07 1.11751245e-07
 4.82567338e-08 6.73395282e-08 4.82221322e-08 1.79301964e-07
 1.43906888e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03564854 0.05651473 0.0604567  0.041315   0.01784985 0.02485733
 0.01781211 0.06630003 0.0531959 ]
L2 term: [9.66084969e-08 1.53156439e-07 1.63839296e-07 1.11964777e-07
 4.83735723e-08 6.73640474e-08 4.82713038e-08 1.79674890e-07
 1.44162321e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03571824 0.05661128 0.06054337 0.04139373 0.01789296 0.02486634
 0.01783024 0.06643757 0.05329011]
L2 term: [9.67974004e-08 1.53418099e-07 1.64074182e-07 1.12178127e-07
 4.84903947e-08 6.73884543e-08 4.83204313e-08 1.80047617e-07
 1.44417634e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0357879  0.05670778 0.06063    0.04147239 0.01793606 0.0248753
 0.01784835 0.06657503 0.05338427]
L2 term: [9.69861787e-08 1.53679614e-07 1.64308931e-07 1.12391295e-07
 4.86072010e-08 6.74127490e-08 4.83695147e-08 1.80420143e-07
 1.44672830e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03585751 0.05680422 0.06071657 0.04155098 0.01797915 0.02488423
 0.01786645 0.06671242 0.0534784 ]
L2 term: [9.71748318e-08 1.53940982e-07 1.64543543e-07 1.12604280e-07
 4.87239913e-08 6.74369315e-08 4.84185542e-08 1.80792470e-07
 1.44927907e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03592708 0.05690061 0.06080309 0.0416295  0.01802224 0.02489311
 0.01788453 0.06684974 0.05357248]
L2 term: [9.73633598e-08 1.54202205e-07 1.64778018e-07 1.12817084e-07
 4.88407655e-08 6.74610021e-08 4.84675496e-08 1.81164597e-07
 1.45182866e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0359966  0.05699695 0.06088956 0.04170796 0.01806533 0.02490195
 0.01790259 0.06698698 0.05366651]
L2 term: [9.75517629e-08 1.54463283e-07 1.65012357e-07 1.13029707e-07
 4.89575236e-08 6.74849608e-08 4.85165010e-08 1.81536524e-07
 1.45437707e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03606608 0.05709324 0.06097598 0.04178635 0.0181084  0.02491075
 0.01792064 0.06712415 0.05376051]
L2 term: [9.77400412e-08 1.54724215e-07 1.65246559e-07 1.13242148e-07
 4.90742656e-08 6.75088078e-08 4.85654085e-08 1.81908253e-07
 1.45692430e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0361355  0.05718947 0.06106235 0.04186468 0.01815148 0.02491951
 0.01793867 0.06726124 0.05385446]
L2 term: [9.79281946e-08 1.54985002e-07 1.65480625e-07 1.13454408e-07
 4.91909915e-08 6.75325431e-08 4.86142722e-08 1.82279782e-07
 1.45947035e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03620489 0.05728564 0.06114867 0.04194293 0.01819454 0.02492823
 0.01795668 0.06739826 0.05394836]
L2 term: [9.81162235e-08 1.55245644e-07 1.65714555e-07 1.13666486e-07
 4.93077013e-08 6.75561668e-08 4.86630920e-08 1.82651112e-07
 1.46201522e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03627422 0.05738177 0.06123494 0.04202112 0.0182376  0.0249369
 0.01797468 0.06753521 0.05404222]
L2 term: [9.83041277e-08 1.55506141e-07 1.65948349e-07 1.13878384e-07
 4.94243951e-08 6.75796791e-08 4.87118680e-08 1.83022244e-07
 1.46455891e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03634351 0.05747784 0.06132116 0.04209925 0.01828066 0.02494554
 0.01799266 0.06767208 0.05413604]
L2 term: [9.84919075e-08 1.55766493e-07 1.66182006e-07 1.14090100e-07
 4.95410728e-08 6.76030801e-08 4.87606002e-08 1.83393176e-07
 1.46710143e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03641276 0.05757385 0.06140733 0.0421773  0.0183237  0.02495413
 0.01801063 0.06780888 0.05422982]
L2 term: [9.86795629e-08 1.56026700e-07 1.66415528e-07 1.14301636e-07
 4.96577344e-08 6.76263699e-08 4.88092887e-08 1.83763910e-07
 1.46964277e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03648196 0.05766982 0.06149345 0.04225529 0.01836675 0.02496268
 0.01802858 0.06794561 0.05432355]
L2 term: [9.88670941e-08 1.56286763e-07 1.66648914e-07 1.14512992e-07
 4.97743800e-08 6.76495486e-08 4.88579335e-08 1.84134446e-07
 1.47218293e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03655111 0.05776573 0.06157952 0.04233322 0.01840978 0.0249712
 0.01804651 0.06808227 0.05441724]
L2 term: [9.90545010e-08 1.56546681e-07 1.66882164e-07 1.14724167e-07
 4.98910095e-08 6.76726163e-08 4.89065346e-08 1.84504784e-07
 1.47472192e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03662022 0.05786158 0.06166554 0.04241107 0.01845281 0.02497967
 0.01806443 0.06821885 0.05451088]
L2 term: [9.92417839e-08 1.56806454e-07 1.67115278e-07 1.14935162e-07
 5.00076229e-08 6.76955730e-08 4.89550921e-08 1.84874923e-07
 1.47725973e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03668928 0.05795738 0.06175151 0.04248887 0.01849584 0.0249881
 0.01808233 0.06835535 0.05460449]
L2 term: [9.94289428e-08 1.57066083e-07 1.67348257e-07 1.15145977e-07
 5.01242203e-08 6.77184191e-08 4.90036060e-08 1.85244864e-07
 1.47979637e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0367583  0.05805313 0.06183743 0.04256659 0.01853886 0.02499649
 0.01810022 0.06849179 0.05469805]
L2 term: [9.96159779e-08 1.57325567e-07 1.67581101e-07 1.15356612e-07
 5.02408016e-08 6.77411544e-08 4.90520763e-08 1.85614608e-07
 1.48233184e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03682727 0.05814883 0.0619233  0.04264425 0.01858187 0.02500483
 0.01811809 0.06862815 0.05479156]
L2 term: [9.98028891e-08 1.57584907e-07 1.67813809e-07 1.15567067e-07
 5.03573669e-08 6.77637792e-08 4.91005031e-08 1.85984154e-07
 1.48486614e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03689619 0.05824447 0.06200912 0.04272184 0.01862488 0.02501314
 0.01813594 0.06876444 0.05488503]
L2 term: [9.99896766e-08 1.57844104e-07 1.68046382e-07 1.15777342e-07
 5.04739161e-08 6.77862936e-08 4.91488865e-08 1.86353503e-07
 1.48739927e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03696507 0.05834006 0.06209488 0.04279936 0.01866788 0.02502141
 0.01815378 0.06890066 0.05497846]
L2 term: [1.00176341e-07 1.58103156e-07 1.68278820e-07 1.15987438e-07
 5.05904492e-08 6.78086976e-08 4.91972263e-08 1.86722654e-07
 1.48993122e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0370339  0.0584356  0.0621806  0.04287682 0.01871087 0.02502964
 0.0181716  0.0690368  0.05507185]
L2 term: [1.00362881e-07 1.58362064e-07 1.68511123e-07 1.16197355e-07
 5.07069663e-08 6.78309914e-08 4.92455228e-08 1.87091608e-07
 1.49246201e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03710269 0.05853109 0.06226627 0.04295422 0.01875386 0.02503782
 0.0181894  0.06917287 0.05516519]
L2 term: [1.00549298e-07 1.58620829e-07 1.68743291e-07 1.16407093e-07
 5.08234674e-08 6.78531750e-08 4.92937759e-08 1.87460364e-07
 1.49499163e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03717143 0.05862652 0.06235189 0.04303154 0.01879684 0.02504597
 0.01820719 0.06930887 0.05525849]
L2 term: [1.00735592e-07 1.58879449e-07 1.68975325e-07 1.16616651e-07
 5.09399524e-08 6.78752487e-08 4.93419857e-08 1.87828924e-07
 1.49752008e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03724013 0.05872189 0.06243747 0.04310881 0.01883982 0.02505407
 0.01822497 0.0694448  0.05535175]
L2 term: [1.00921762e-07 1.59137927e-07 1.69207223e-07 1.16826031e-07
 5.10564213e-08 6.78972124e-08 4.93901521e-08 1.88197288e-07
 1.50004736e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03730878 0.05881722 0.06252299 0.043186   0.01888279 0.02506214
 0.01824272 0.06958065 0.05544496]
L2 term: [1.01107810e-07 1.59396260e-07 1.69438987e-07 1.17035232e-07
 5.11728742e-08 6.79190664e-08 4.94382753e-08 1.88565454e-07
 1.50257348e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03737739 0.05891249 0.06260846 0.04326313 0.01892576 0.02507016
 0.01826047 0.06971643 0.05553813]
L2 term: [1.01293734e-07 1.59654451e-07 1.69670617e-07 1.17244255e-07
 5.12893111e-08 6.79408107e-08 4.94863553e-08 1.88933424e-07
 1.50509843e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03744595 0.05900771 0.06269388 0.04334019 0.01896872 0.02507814
 0.01827819 0.06985214 0.05563126]
L2 term: [1.01479536e-07 1.59912498e-07 1.69902112e-07 1.17453099e-07
 5.14057319e-08 6.79624454e-08 4.95343921e-08 1.89301198e-07
 1.50762222e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03751446 0.05910288 0.06277925 0.04341719 0.01901167 0.02508609
 0.0182959  0.06998778 0.05572434]
L2 term: [1.01665214e-07 1.60170401e-07 1.70133473e-07 1.17661765e-07
 5.15221367e-08 6.79839706e-08 4.95823857e-08 1.89668775e-07
 1.51014484e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03758293 0.05919799 0.06286457 0.04349412 0.01905462 0.02509399
 0.01831359 0.07012334 0.05581739]
L2 term: [1.01850770e-07 1.60428162e-07 1.70364700e-07 1.17870253e-07
 5.16385255e-08 6.80053865e-08 4.96303362e-08 1.90036157e-07
 1.51266630e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03765136 0.05929305 0.06294985 0.04357099 0.01909756 0.02510185
 0.01833127 0.07025883 0.05591039]
L2 term: [1.02036203e-07 1.60685780e-07 1.70595793e-07 1.18078563e-07
 5.17548982e-08 6.80266931e-08 4.96782436e-08 1.90403343e-07
 1.51518660e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03771974 0.05938806 0.06303507 0.04364779 0.01914049 0.02510967
 0.01834893 0.07039425 0.05600334]
L2 term: [1.02221514e-07 1.60943255e-07 1.70826752e-07 1.18286695e-07
 5.18712549e-08 6.80478906e-08 4.97261079e-08 1.90770333e-07
 1.51770573e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03778807 0.05948302 0.06312025 0.04372453 0.01918342 0.02511745
 0.01836658 0.0705296  0.05609625]
L2 term: [1.02406703e-07 1.61200587e-07 1.71057577e-07 1.18494650e-07
 5.19875956e-08 6.80689790e-08 4.97739292e-08 1.91137127e-07
 1.52022371e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03785636 0.05957792 0.06320537 0.0438012  0.01922635 0.02512519
 0.01838421 0.07066487 0.05618913]
L2 term: [1.02591768e-07 1.61457776e-07 1.71288268e-07 1.18702427e-07
 5.21039202e-08 6.80899585e-08 4.98217076e-08 1.91503726e-07
 1.52274052e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03792461 0.05967277 0.06329045 0.0438778  0.01926926 0.0251329
 0.01840182 0.07080008 0.05628195]
L2 term: [1.02776712e-07 1.61714823e-07 1.71518826e-07 1.18910027e-07
 5.22202288e-08 6.81108292e-08 4.98694430e-08 1.91870130e-07
 1.52525618e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03799281 0.05976757 0.06337547 0.04395434 0.01931218 0.02514056
 0.01841942 0.07093521 0.05637474]
L2 term: [1.02961534e-07 1.61971727e-07 1.71749250e-07 1.19117449e-07
 5.23365214e-08 6.81315912e-08 4.99171355e-08 1.92236338e-07
 1.52777067e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03806096 0.05986231 0.06346045 0.04403081 0.01935508 0.02514818
 0.01843701 0.07107027 0.05646748]
L2 term: [1.03146233e-07 1.62228489e-07 1.71979540e-07 1.19324695e-07
 5.24527980e-08 6.81522446e-08 4.99647852e-08 1.92602352e-07
 1.53028401e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03812907 0.05995701 0.06354538 0.04410722 0.01939798 0.02515576
 0.01845457 0.07120525 0.05656018]
L2 term: [1.03330811e-07 1.62485109e-07 1.72209698e-07 1.19531764e-07
 5.25690586e-08 6.81727895e-08 5.00123919e-08 1.92968170e-07
 1.53279620e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03819713 0.06005165 0.06363026 0.04418356 0.01944088 0.0251633
 0.01847212 0.07134017 0.05665284]
L2 term: [1.03515266e-07 1.62741587e-07 1.72439722e-07 1.19738656e-07
 5.26853031e-08 6.81932260e-08 5.00599559e-08 1.93333794e-07
 1.53530722e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03826515 0.06014623 0.06371509 0.04425984 0.01948377 0.0251708
 0.01848966 0.07147501 0.05674545]
L2 term: [1.03699600e-07 1.62997922e-07 1.72669612e-07 1.19945371e-07
 5.28015316e-08 6.82135543e-08 5.01074772e-08 1.93699224e-07
 1.53781709e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03833313 0.06024077 0.06379987 0.04433605 0.01952665 0.02517826
 0.01850718 0.07160979 0.05683802]
L2 term: [1.03883812e-07 1.63254116e-07 1.72899370e-07 1.20151910e-07
 5.29177442e-08 6.82337743e-08 5.01549557e-08 1.94064459e-07
 1.54032581e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03840106 0.06033525 0.0638846  0.0444122  0.01956952 0.02518568
 0.01852468 0.07174449 0.05693055]
L2 term: [1.04067903e-07 1.63510167e-07 1.73128995e-07 1.20358273e-07
 5.30339407e-08 6.82538863e-08 5.02023915e-08 1.94429499e-07
 1.54283337e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03846894 0.06042968 0.06396928 0.04448829 0.01961239 0.02519307
 0.01854217 0.07187911 0.05702304]
L2 term: [1.04251872e-07 1.63766077e-07 1.73358487e-07 1.20564460e-07
 5.31501212e-08 6.82738904e-08 5.02497846e-08 1.94794346e-07
 1.54533978e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03853678 0.06052406 0.06405392 0.0445643  0.01965526 0.02520041
 0.01855964 0.07201367 0.05711548]
L2 term: [1.04435720e-07 1.64021846e-07 1.73587847e-07 1.20770470e-07
 5.32662857e-08 6.82937865e-08 5.02971352e-08 1.95158998e-07
 1.54784504e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03860458 0.06061839 0.0641385  0.04464026 0.01969812 0.02520771
 0.0185771  0.07214816 0.05720788]
L2 term: [1.04619446e-07 1.64277472e-07 1.73817074e-07 1.20976305e-07
 5.33824342e-08 6.83135750e-08 5.03444431e-08 1.95523457e-07
 1.55034914e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03867233 0.06071266 0.06422304 0.04471614 0.01974097 0.02521497
 0.01859454 0.07228257 0.05730024]
L2 term: [1.04803052e-07 1.64532957e-07 1.74046168e-07 1.21181965e-07
 5.34985667e-08 6.83332558e-08 5.03917085e-08 1.95887722e-07
 1.55285210e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03874003 0.06080688 0.06430752 0.04479197 0.01978382 0.02522219
 0.01861197 0.07241691 0.05739256]
L2 term: [1.04986536e-07 1.64788301e-07 1.74275130e-07 1.21387449e-07
 5.36146832e-08 6.83528291e-08 5.04389314e-08 1.96251794e-07
 1.55535390e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03880769 0.06090105 0.06439196 0.04486773 0.01982666 0.02522938
 0.01862938 0.07255118 0.05748483]
L2 term: [1.05169899e-07 1.65043504e-07 1.74503959e-07 1.21592757e-07
 5.37307837e-08 6.83722949e-08 5.04861118e-08 1.96615672e-07
 1.55785455e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03887531 0.06099517 0.06447635 0.04494342 0.01986949 0.02523652
 0.01864677 0.07268538 0.05757706]
L2 term: [1.05353141e-07 1.65298565e-07 1.74732657e-07 1.21797890e-07
 5.38468682e-08 6.83916535e-08 5.05332498e-08 1.96979357e-07
 1.56035406e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03894288 0.06108924 0.06456069 0.04501905 0.01991232 0.02524362
 0.01866415 0.07281951 0.05766925]
L2 term: [1.05536262e-07 1.65553486e-07 1.74961222e-07 1.22002848e-07
 5.39629368e-08 6.84109048e-08 5.05803453e-08 1.97342849e-07
 1.56285242e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03901041 0.06118325 0.06464498 0.04509462 0.01995515 0.02525069
 0.01868151 0.07295357 0.0577614 ]
L2 term: [1.05719263e-07 1.65808265e-07 1.75189655e-07 1.22207632e-07
 5.40789893e-08 6.84300490e-08 5.06273985e-08 1.97706148e-07
 1.56534963e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03907789 0.06127721 0.06472923 0.04517012 0.01999796 0.02525771
 0.01869886 0.07308755 0.05785351]
L2 term: [1.05902143e-07 1.66062904e-07 1.75417957e-07 1.22412240e-07
 5.41950259e-08 6.84490863e-08 5.06744093e-08 1.98069254e-07
 1.56784570e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03914533 0.06137112 0.06481342 0.04524555 0.02004078 0.0252647
 0.01871619 0.07322147 0.05794557]
L2 term: [1.06084902e-07 1.66317402e-07 1.75646126e-07 1.22616674e-07
 5.43110464e-08 6.84680166e-08 5.07213779e-08 1.98432167e-07
 1.57034061e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03921272 0.06146498 0.06489757 0.04532092 0.02008358 0.02527164
 0.0187335  0.07335531 0.05803759]
L2 term: [1.06267541e-07 1.66571759e-07 1.75874164e-07 1.22820934e-07
 5.44270510e-08 6.84868402e-08 5.07683041e-08 1.98794888e-07
 1.57283439e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03928007 0.06155878 0.06498166 0.04539623 0.02012638 0.02527855
 0.0187508  0.07348909 0.05812957]
L2 term: [1.06450060e-07 1.66825975e-07 1.76102070e-07 1.23025019e-07
 5.45430396e-08 6.85055570e-08 5.08151882e-08 1.99157417e-07
 1.57532702e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03934738 0.06165254 0.06506571 0.04547148 0.02016918 0.02528542
 0.01876809 0.07362279 0.0582215 ]
L2 term: [1.06632458e-07 1.67080051e-07 1.76329845e-07 1.23228930e-07
 5.46590123e-08 6.85241674e-08 5.08620300e-08 1.99519753e-07
 1.57781851e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03941464 0.06174624 0.06514971 0.04554665 0.02021196 0.02529225
 0.01878536 0.07375642 0.0583134 ]
L2 term: [1.06814736e-07 1.67333987e-07 1.76557488e-07 1.23432667e-07
 5.47749689e-08 6.85426712e-08 5.09088297e-08 1.99881897e-07
 1.58030885e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03948185 0.06183989 0.06523367 0.04562177 0.02025475 0.02529903
 0.01880261 0.07388998 0.05840525]
L2 term: [1.06996895e-07 1.67587783e-07 1.76785000e-07 1.23636230e-07
 5.48909096e-08 6.85610687e-08 5.09555872e-08 2.00243850e-07
 1.58279806e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03954903 0.06193349 0.06531757 0.04569682 0.02029752 0.02530578
 0.01881985 0.07402347 0.05849706]
L2 term: [1.07178933e-07 1.67841438e-07 1.77012381e-07 1.23839620e-07
 5.50068343e-08 6.85793599e-08 5.10023027e-08 2.00605610e-07
 1.58528612e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03961615 0.06202704 0.06540142 0.04577181 0.02034029 0.02531249
 0.01883707 0.07415689 0.05858883]
L2 term: [1.07360851e-07 1.68094953e-07 1.77239631e-07 1.24042836e-07
 5.51227431e-08 6.85975450e-08 5.10489761e-08 2.00967179e-07
 1.58777304e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03968324 0.06212053 0.06548523 0.04584673 0.02038306 0.02531917
 0.01885428 0.07429024 0.05868055]
L2 term: [1.07542649e-07 1.68348329e-07 1.77466750e-07 1.24245878e-07
 5.52386359e-08 6.86156241e-08 5.10956075e-08 2.01328556e-07
 1.59025883e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03975028 0.06221398 0.06556899 0.04592159 0.02042582 0.0253258
 0.01887147 0.07442351 0.05877223]
L2 term: [1.07724328e-07 1.68601564e-07 1.77693738e-07 1.24448747e-07
 5.53545127e-08 6.86335972e-08 5.11421969e-08 2.01689742e-07
 1.59274347e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03981727 0.06230737 0.0656527  0.04599638 0.02046857 0.02533239
 0.01888865 0.07455672 0.05886388]
L2 term: [1.07905887e-07 1.68854660e-07 1.77920595e-07 1.24651443e-07
 5.54703736e-08 6.86514645e-08 5.11887444e-08 2.02050737e-07
 1.59522698e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03988422 0.06240071 0.06573636 0.04607111 0.02051131 0.02533894
 0.01890581 0.07468986 0.05895547]
L2 term: [1.08087327e-07 1.69107616e-07 1.78147321e-07 1.24853967e-07
 5.55862185e-08 6.86692260e-08 5.12352499e-08 2.02411541e-07
 1.59770935e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.03995113 0.062494   0.06581998 0.04614578 0.02055406 0.02534546
 0.01892295 0.07482292 0.05904703]
L2 term: [1.08268647e-07 1.69360433e-07 1.78373917e-07 1.25056317e-07
 5.57020474e-08 6.86868819e-08 5.12817135e-08 2.02772154e-07
 1.60019058e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04001799 0.06258724 0.06590354 0.04622038 0.02059679 0.02535194
 0.01894008 0.07495592 0.05913855]
L2 term: [1.08449848e-07 1.69613110e-07 1.78600383e-07 1.25258495e-07
 5.58178604e-08 6.87044324e-08 5.13281354e-08 2.03132576e-07
 1.60267068e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04008481 0.06268042 0.06598706 0.04629492 0.02063952 0.02535837
 0.0189572  0.07508885 0.05923002]
L2 term: [1.08630930e-07 1.69865648e-07 1.78826717e-07 1.25460500e-07
 5.59336574e-08 6.87218774e-08 5.13745154e-08 2.03492807e-07
 1.60514964e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04015159 0.06277356 0.06607053 0.0463694  0.02068224 0.02536477
 0.01897429 0.0752217  0.05932145]
L2 term: [1.08811892e-07 1.70118046e-07 1.79052922e-07 1.25662333e-07
 5.60494385e-08 6.87392171e-08 5.14208536e-08 2.03852848e-07
 1.60762747e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04021832 0.06286664 0.06615395 0.04644381 0.02072496 0.02537113
 0.01899138 0.07535449 0.05941284]
L2 term: [1.08992736e-07 1.70370305e-07 1.79278997e-07 1.25863993e-07
 5.61652037e-08 6.87564516e-08 5.14671501e-08 2.04212698e-07
 1.61010416e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04028501 0.06295968 0.06623732 0.04651816 0.02076767 0.02537745
 0.01900845 0.0754872  0.05950419]
L2 term: [1.09173460e-07 1.70622426e-07 1.79504941e-07 1.26065482e-07
 5.62809529e-08 6.87735810e-08 5.15134049e-08 2.04572359e-07
 1.61257972e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04035165 0.06305266 0.06632065 0.04659245 0.02081038 0.02538373
 0.0190255  0.07561984 0.0595955 ]
L2 term: [1.09354066e-07 1.70874407e-07 1.79730755e-07 1.26266798e-07
 5.63966861e-08 6.87906054e-08 5.15596180e-08 2.04931829e-07
 1.61505415e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04041825 0.06314559 0.06640393 0.04666667 0.02085308 0.02538998
 0.01904254 0.07575242 0.05968676]
L2 term: [1.09534553e-07 1.71126249e-07 1.79956440e-07 1.26467943e-07
 5.65124035e-08 6.88075250e-08 5.16057895e-08 2.05291109e-07
 1.61752745e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04048481 0.06323846 0.06648716 0.04674083 0.02089577 0.02539618
 0.01905956 0.07588492 0.05977799]
L2 term: [1.09714921e-07 1.71377953e-07 1.80181995e-07 1.26668916e-07
 5.66281048e-08 6.88243397e-08 5.16519193e-08 2.05650200e-07
 1.61999962e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04055132 0.06333129 0.06657034 0.04681493 0.02093846 0.02540235
 0.01907656 0.07601736 0.05986917]
L2 term: [1.09895171e-07 1.71629518e-07 1.80407420e-07 1.26869718e-07
 5.67437903e-08 6.88410498e-08 5.16980077e-08 2.06009100e-07
 1.62247066e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04061779 0.06342407 0.06665347 0.04688896 0.02098114 0.02540847
 0.01909356 0.07614972 0.05996031]
L2 term: [1.10075302e-07 1.71880944e-07 1.80632715e-07 1.27070349e-07
 5.68594598e-08 6.88576553e-08 5.17440544e-08 2.06367812e-07
 1.62494057e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04068421 0.06351679 0.06673656 0.04696293 0.02102382 0.02541456
 0.01911053 0.07628202 0.06005141]
L2 term: [1.10255315e-07 1.72132232e-07 1.80857881e-07 1.27270808e-07
 5.69751134e-08 6.88741563e-08 5.17900597e-08 2.06726334e-07
 1.62740935e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04075059 0.06360947 0.0668196  0.04703683 0.02106649 0.02542061
 0.01912749 0.07641424 0.06014246]
L2 term: [1.10435209e-07 1.72383382e-07 1.81082918e-07 1.27471096e-07
 5.70907510e-08 6.88905530e-08 5.18360236e-08 2.07084667e-07
 1.62987701e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04081693 0.06370209 0.06690259 0.04711068 0.02110915 0.02542663
 0.01914444 0.0765464  0.06023348]
L2 term: [1.10614985e-07 1.72634393e-07 1.81307825e-07 1.27671213e-07
 5.72063727e-08 6.89068454e-08 5.18819460e-08 2.07442810e-07
 1.63234354e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04088322 0.06379466 0.06698553 0.04718446 0.02115181 0.0254326
 0.01916137 0.07667848 0.06032445]
L2 term: [1.10794644e-07 1.72885267e-07 1.81532603e-07 1.27871160e-07
 5.73219785e-08 6.89230337e-08 5.19278270e-08 2.07800765e-07
 1.63480894e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04094947 0.06388718 0.06706843 0.04725818 0.02119446 0.02543853
 0.01917828 0.0768105  0.06041538]
L2 term: [1.10974184e-07 1.73136002e-07 1.81757252e-07 1.28070936e-07
 5.74375684e-08 6.89391179e-08 5.19736666e-08 2.08158531e-07
 1.63727322e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04101568 0.06397965 0.06715127 0.04733183 0.02123711 0.02544443
 0.01919518 0.07694244 0.06050627]
L2 term: [1.11153606e-07 1.73386599e-07 1.81981773e-07 1.28270541e-07
 5.75531424e-08 6.89550982e-08 5.20194649e-08 2.08516109e-07
 1.63973637e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04108184 0.06407207 0.06723407 0.04740542 0.02127975 0.02545029
 0.01921207 0.07707432 0.06059712]
L2 term: [1.11332910e-07 1.73637058e-07 1.82206164e-07 1.28469976e-07
 5.76687004e-08 6.89709746e-08 5.20652220e-08 2.08873497e-07
 1.64219840e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04114796 0.06416444 0.06731683 0.04747895 0.02132239 0.02545611
 0.01922894 0.07720613 0.06068793]
L2 term: [1.11512097e-07 1.73887380e-07 1.82430426e-07 1.28669241e-07
 5.77842425e-08 6.89867473e-08 5.21109378e-08 2.09230698e-07
 1.64465931e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04121404 0.06425676 0.06739953 0.04755242 0.02136501 0.02546189
 0.01924579 0.07733787 0.06077869]
L2 term: [1.11691166e-07 1.74137563e-07 1.82654560e-07 1.28868336e-07
 5.78997688e-08 6.90024163e-08 5.21566124e-08 2.09587710e-07
 1.64711909e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04128007 0.06434903 0.06748219 0.04762582 0.02140764 0.02546764
 0.01926263 0.07746953 0.06086942]
L2 term: [1.11870117e-07 1.74387610e-07 1.82878565e-07 1.29067261e-07
 5.80152791e-08 6.90179819e-08 5.22022457e-08 2.09944535e-07
 1.64957776e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04134606 0.06444124 0.0675648  0.04769916 0.02145026 0.02547334
 0.01927945 0.07760113 0.0609601 ]
L2 term: [1.12048951e-07 1.74637518e-07 1.83102442e-07 1.29266017e-07
 5.81307735e-08 6.90334440e-08 5.22478380e-08 2.10301171e-07
 1.65203530e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04141201 0.06453341 0.06764736 0.04777244 0.02149287 0.02547901
 0.01929626 0.07773266 0.06105074]
L2 term: [1.12227667e-07 1.74887290e-07 1.83326190e-07 1.29464603e-07
 5.82462520e-08 6.90488027e-08 5.22933891e-08 2.10657619e-07
 1.65449172e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04147791 0.06462552 0.06772988 0.04784565 0.02153547 0.02548464
 0.01931305 0.07786412 0.06114135]
L2 term: [1.12406267e-07 1.75136924e-07 1.83549810e-07 1.29663019e-07
 5.83617146e-08 6.90640583e-08 5.23388992e-08 2.11013880e-07
 1.65694702e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04154377 0.06471759 0.06781235 0.04791881 0.02157807 0.02549023
 0.01932983 0.07799551 0.0612319 ]
L2 term: [1.12584749e-07 1.75386421e-07 1.83773302e-07 1.29861266e-07
 5.84771613e-08 6.90792107e-08 5.23843682e-08 2.11369954e-07
 1.65940121e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04160959 0.0648096  0.06789477 0.0479919  0.02162067 0.02549578
 0.01934659 0.07812683 0.06132242]
L2 term: [1.12763114e-07 1.75635780e-07 1.83996665e-07 1.30059344e-07
 5.85925920e-08 6.90942601e-08 5.24297961e-08 2.11725840e-07
 1.66185428e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04167536 0.06490157 0.06797714 0.04806493 0.02166325 0.0255013
 0.01936334 0.07825809 0.0614129 ]
L2 term: [1.12941362e-07 1.75885003e-07 1.84219901e-07 1.30257253e-07
 5.87080069e-08 6.91092066e-08 5.24751831e-08 2.12081538e-07
 1.66430623e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04174109 0.06499348 0.06805947 0.04813789 0.02170584 0.02550677
 0.01938008 0.07838927 0.06150334]
L2 term: [1.13119492e-07 1.76134089e-07 1.84443009e-07 1.30454993e-07
 5.88234060e-08 6.91240503e-08 5.25205292e-08 2.12437050e-07
 1.66675706e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04180678 0.06508534 0.06814175 0.0482108  0.02174841 0.02551221
 0.01939679 0.07852039 0.06159373]
L2 term: [1.13297507e-07 1.76383038e-07 1.84665989e-07 1.30652565e-07
 5.89387891e-08 6.91387912e-08 5.25658344e-08 2.12792375e-07
 1.66920678e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04187242 0.06517715 0.06822398 0.04828364 0.02179098 0.02551762
 0.0194135  0.07865143 0.06168408]
L2 term: [1.13475404e-07 1.76631851e-07 1.84888841e-07 1.30849968e-07
 5.90541563e-08 6.91534296e-08 5.26110987e-08 2.13147513e-07
 1.67165539e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04193803 0.06526891 0.06830617 0.04835642 0.02183355 0.02552298
 0.01943018 0.07878241 0.0617744 ]
L2 term: [1.13653185e-07 1.76880527e-07 1.85111566e-07 1.31047202e-07
 5.91695076e-08 6.91679655e-08 5.26563221e-08 2.13502464e-07
 1.67410288e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04200358 0.06536063 0.06838831 0.04842914 0.02187611 0.02552831
 0.01944686 0.07891332 0.06186467]
L2 term: [1.13830849e-07 1.77129066e-07 1.85334163e-07 1.31244268e-07
 5.92848431e-08 6.91823990e-08 5.27015048e-08 2.13857229e-07
 1.67654925e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0420691  0.06545229 0.0684704  0.04850179 0.02191866 0.02553359
 0.01946351 0.07904416 0.0619549 ]
L2 term: [1.14008397e-07 1.77377469e-07 1.85556633e-07 1.31441166e-07
 5.94001627e-08 6.91967302e-08 5.27466466e-08 2.14211807e-07
 1.67899452e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04213457 0.0655439  0.06855244 0.04857438 0.02196121 0.02553884
 0.01948015 0.07917493 0.06204509]
L2 term: [1.14185828e-07 1.77625735e-07 1.85778975e-07 1.31637897e-07
 5.95154664e-08 6.92109591e-08 5.27917478e-08 2.14566199e-07
 1.68143867e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0422     0.06563546 0.06863444 0.04864692 0.02200375 0.02554406
 0.01949678 0.07930563 0.06213524]
L2 term: [1.14363143e-07 1.77873866e-07 1.86001190e-07 1.31834459e-07
 5.96307542e-08 6.92250860e-08 5.28368082e-08 2.14920406e-07
 1.68388171e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04226539 0.06572697 0.06871639 0.04871938 0.02204628 0.02554923
 0.01951339 0.07943626 0.06222534]
L2 term: [1.14540342e-07 1.78121860e-07 1.86223278e-07 1.32030853e-07
 5.97460261e-08 6.92391109e-08 5.28818280e-08 2.15274426e-07
 1.68632364e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04233073 0.06581843 0.06879829 0.04879179 0.02208881 0.02555437
 0.01952999 0.07956683 0.06231541]
L2 term: [1.14717425e-07 1.78369718e-07 1.86445240e-07 1.32227080e-07
 5.98612822e-08 6.92530340e-08 5.29268071e-08 2.15628260e-07
 1.68876447e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04239603 0.06590984 0.06888015 0.04886414 0.02213134 0.02555947
 0.01954657 0.07969732 0.06240543]
L2 term: [1.14894392e-07 1.78617441e-07 1.86667074e-07 1.32423140e-07
 5.99765224e-08 6.92668552e-08 5.29717456e-08 2.15981908e-07
 1.69120418e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04246129 0.0660012  0.06896196 0.04893642 0.02217385 0.02556453
 0.01956314 0.07982775 0.06249542]
L2 term: [1.15071242e-07 1.78865027e-07 1.86888781e-07 1.32619032e-07
 6.00917468e-08 6.92805747e-08 5.30166436e-08 2.16335372e-07
 1.69364279e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0425265  0.0660925  0.06904372 0.04900865 0.02221637 0.02556956
 0.01957969 0.07995811 0.06258536]
L2 term: [1.15247978e-07 1.79112478e-07 1.87110362e-07 1.32814758e-07
 6.02069552e-08 6.92941927e-08 5.30615010e-08 2.16688649e-07
 1.69608028e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04259168 0.06618376 0.06912544 0.04908081 0.02225887 0.02557454
 0.01959623 0.0800884  0.06267527]
L2 term: [1.15424597e-07 1.79359793e-07 1.87331816e-07 1.33010316e-07
 6.03221479e-08 6.93077092e-08 5.31063179e-08 2.17041742e-07
 1.69851668e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04265681 0.06627497 0.06920711 0.04915291 0.02230137 0.02557949
 0.01961275 0.08021863 0.06276513]
L2 term: [1.15601100e-07 1.79606973e-07 1.87553144e-07 1.33205707e-07
 6.04373246e-08 6.93211243e-08 5.31510944e-08 2.17394649e-07
 1.70095196e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04272189 0.06636613 0.06928873 0.04922494 0.02234387 0.02558441
 0.01962926 0.08034878 0.06285495]
L2 term: [1.15777489e-07 1.79854017e-07 1.87774345e-07 1.33400932e-07
 6.05524855e-08 6.93344381e-08 5.31958305e-08 2.17747371e-07
 1.70338614e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04278694 0.06645724 0.06937031 0.04929692 0.02238636 0.02558928
 0.01964575 0.08047887 0.06294473]
L2 term: [1.15953761e-07 1.80100926e-07 1.87995419e-07 1.33595991e-07
 6.06676306e-08 6.93476508e-08 5.32405261e-08 2.18099909e-07
 1.70581922e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04285194 0.0665483  0.06945184 0.04936884 0.02242884 0.02559412
 0.01966223 0.08060888 0.06303447]
L2 term: [1.16129918e-07 1.80347699e-07 1.88216368e-07 1.33790882e-07
 6.07827598e-08 6.93607624e-08 5.32851814e-08 2.18452261e-07
 1.70825119e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0429169  0.06663931 0.06953332 0.04944069 0.02247132 0.02559892
 0.01967869 0.08073883 0.06312417]
L2 term: [1.16305960e-07 1.80594338e-07 1.88437190e-07 1.33985608e-07
 6.08978731e-08 6.93737730e-08 5.33297963e-08 2.18804430e-07
 1.71068206e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04298182 0.06673027 0.06961476 0.04951248 0.02251379 0.02560369
 0.01969514 0.08086872 0.06321383]
L2 term: [1.16481887e-07 1.80840841e-07 1.88657887e-07 1.34180168e-07
 6.10129706e-08 6.93866828e-08 5.33743710e-08 2.19156413e-07
 1.71311183e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04304669 0.06682118 0.06969615 0.04958421 0.02255625 0.02560841
 0.01971158 0.08099853 0.06330344]
L2 term: [1.16657699e-07 1.81087210e-07 1.88878457e-07 1.34374561e-07
 6.11280523e-08 6.93994917e-08 5.34189054e-08 2.19508213e-07
 1.71554050e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04311152 0.06691204 0.06977749 0.04965588 0.02259871 0.0256131
 0.01972799 0.08112828 0.06339302]
L2 term: [1.16833395e-07 1.81333443e-07 1.89098902e-07 1.34568789e-07
 6.12431181e-08 6.94122001e-08 5.34633996e-08 2.19859828e-07
 1.71796806e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04317631 0.06700285 0.06985879 0.04972749 0.02264116 0.02561775
 0.0197444  0.08125795 0.06348256]
L2 term: [1.17008977e-07 1.81579542e-07 1.89319221e-07 1.34762851e-07
 6.13581680e-08 6.94248078e-08 5.35078535e-08 2.20211260e-07
 1.72039453e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04324106 0.06709361 0.06994004 0.04979904 0.02268361 0.02562237
 0.01976079 0.08138757 0.06357205]
L2 term: [1.17184444e-07 1.81825506e-07 1.89539414e-07 1.34956747e-07
 6.14732022e-08 6.94373151e-08 5.35522674e-08 2.20562507e-07
 1.72281989e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04330576 0.06718432 0.07002125 0.04987053 0.02272605 0.02562695
 0.01977716 0.08151711 0.06366151]
L2 term: [1.17359796e-07 1.82071336e-07 1.89759482e-07 1.35150478e-07
 6.15882205e-08 6.94497220e-08 5.35966411e-08 2.20913571e-07
 1.72524416e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04337043 0.06727498 0.07010241 0.04994195 0.02276849 0.02563149
 0.01979352 0.08164658 0.06375092]
L2 term: [1.17535033e-07 1.82317031e-07 1.89979424e-07 1.35344044e-07
 6.17032229e-08 6.94620286e-08 5.36409747e-08 2.21264451e-07
 1.72766733e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04343505 0.0673656  0.07018352 0.05001332 0.02281092 0.02563599
 0.01980986 0.08177599 0.0638403 ]
L2 term: [1.17710156e-07 1.82562592e-07 1.90199241e-07 1.35537445e-07
 6.18182096e-08 6.94742351e-08 5.36852682e-08 2.21615148e-07
 1.73008940e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04349963 0.06745616 0.07026459 0.05008462 0.02285334 0.02564046
 0.01982619 0.08190533 0.06392963]
L2 term: [1.17885165e-07 1.82808018e-07 1.90418932e-07 1.35730681e-07
 6.19331804e-08 6.94863416e-08 5.37295217e-08 2.21965661e-07
 1.73251038e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04356416 0.06754667 0.07034561 0.05015586 0.02289576 0.02564489
 0.01984251 0.0820346  0.06401893]
L2 term: [1.18060059e-07 1.83053310e-07 1.90638499e-07 1.35923752e-07
 6.20481354e-08 6.94983480e-08 5.37737353e-08 2.22315991e-07
 1.73493026e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04362866 0.06763713 0.07042658 0.05022705 0.02293817 0.02564928
 0.01985881 0.08216381 0.06410818]
L2 term: [1.18234838e-07 1.83298468e-07 1.90857940e-07 1.36116658e-07
 6.21630745e-08 6.95102546e-08 5.38179089e-08 2.22666138e-07
 1.73734905e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04369311 0.06772755 0.07050751 0.05029817 0.02298058 0.02565364
 0.01987509 0.08229294 0.06419739]
L2 term: [1.18409504e-07 1.83543493e-07 1.91077257e-07 1.36309400e-07
 6.22779979e-08 6.95220615e-08 5.38620425e-08 2.23016103e-07
 1.73976674e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04375752 0.06781791 0.07058839 0.05036923 0.02302298 0.02565796
 0.01989136 0.08242201 0.06428657]
L2 term: [1.18584055e-07 1.83788383e-07 1.91296448e-07 1.36501977e-07
 6.23929054e-08 6.95337686e-08 5.39061363e-08 2.23365884e-07
 1.74218334e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04382188 0.06790823 0.07066923 0.05044023 0.02306538 0.02566224
 0.01990762 0.08255101 0.0643757 ]
L2 term: [1.18758493e-07 1.84033139e-07 1.91515515e-07 1.36694390e-07
 6.25077971e-08 6.95453762e-08 5.39501902e-08 2.23715483e-07
 1.74459885e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04388621 0.06799849 0.07075001 0.05051117 0.02310777 0.02566649
 0.01992386 0.08267995 0.06446479]
L2 term: [1.18932816e-07 1.84277762e-07 1.91734457e-07 1.36886639e-07
 6.26226730e-08 6.95568844e-08 5.39942043e-08 2.24064900e-07
 1.74701326e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04395049 0.06808871 0.07083076 0.05058205 0.02315015 0.0256707
 0.01994009 0.08280882 0.06455384]
L2 term: [1.19107026e-07 1.84522251e-07 1.91953275e-07 1.37078724e-07
 6.27375331e-08 6.95682932e-08 5.40381786e-08 2.24414134e-07
 1.74942658e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04401473 0.06817888 0.07091146 0.05065287 0.02319253 0.02567487
 0.0199563  0.08293762 0.06464285]
L2 term: [1.19281121e-07 1.84766607e-07 1.92171968e-07 1.37270645e-07
 6.28523774e-08 6.95796027e-08 5.40821131e-08 2.24763185e-07
 1.75183881e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04407893 0.068269   0.07099211 0.05072363 0.0232349  0.02567901
 0.0199725  0.08306635 0.06473182]
L2 term: [1.19455104e-07 1.85010829e-07 1.92390536e-07 1.37462403e-07
 6.29672059e-08 6.95908131e-08 5.41260079e-08 2.25112055e-07
 1.75424996e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04414309 0.06835906 0.07107271 0.05079432 0.02327726 0.02568311
 0.01998868 0.08319501 0.06482075]
L2 term: [1.19628972e-07 1.85254918e-07 1.92608980e-07 1.37653997e-07
 6.30820185e-08 6.96019244e-08 5.41698631e-08 2.25460743e-07
 1.75666001e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04420721 0.06844908 0.07115327 0.05086496 0.02331962 0.02568717
 0.02000485 0.08332361 0.06490965]
L2 term: [1.19802727e-07 1.85498873e-07 1.92827301e-07 1.37845427e-07
 6.31968154e-08 6.96129368e-08 5.42136785e-08 2.25809249e-07
 1.75906898e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04427128 0.06853905 0.07123379 0.05093554 0.02336198 0.0256912
 0.020021   0.08345214 0.0649985 ]
L2 term: [1.19976369e-07 1.85742696e-07 1.93045497e-07 1.38036695e-07
 6.33115965e-08 6.96238502e-08 5.42574544e-08 2.26157574e-07
 1.76147685e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04433531 0.06862898 0.07131426 0.05100606 0.02340433 0.02569519
 0.02003714 0.08358061 0.06508731]
L2 term: [1.20149897e-07 1.85986385e-07 1.93263569e-07 1.38227799e-07
 6.34263618e-08 6.96346650e-08 5.43011907e-08 2.26505716e-07
 1.76388364e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0443993  0.06871885 0.07139468 0.05107652 0.02344667 0.02569915
 0.02005326 0.08370901 0.06517608]
L2 term: [1.20323312e-07 1.86229942e-07 1.93481517e-07 1.38418740e-07
 6.35411113e-08 6.96453810e-08 5.43448874e-08 2.26853678e-07
 1.76628935e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04446325 0.06880867 0.07147506 0.05114691 0.02348901 0.02570306
 0.02006937 0.08383734 0.06526481]
L2 term: [1.20496614e-07 1.86473365e-07 1.93699341e-07 1.38609518e-07
 6.36558450e-08 6.96559985e-08 5.43885446e-08 2.27201458e-07
 1.76869397e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04452716 0.06889845 0.07155539 0.05121725 0.02353134 0.02570694
 0.02008547 0.0839656  0.0653535 ]
L2 term: [1.20669803e-07 1.86716656e-07 1.93917041e-07 1.38800134e-07
 6.37705629e-08 6.96665175e-08 5.44321623e-08 2.27549057e-07
 1.77109750e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04459102 0.06898817 0.07163567 0.05128753 0.02357366 0.02571079
 0.02010155 0.0840938  0.06544215]
L2 term: [1.20842879e-07 1.86959814e-07 1.94134618e-07 1.38990587e-07
 6.38852650e-08 6.96769382e-08 5.44757405e-08 2.27896475e-07
 1.77349995e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04465485 0.06907785 0.07171591 0.05135774 0.02361598 0.0257146
 0.02011761 0.08422193 0.06553076]
L2 term: [1.21015842e-07 1.87202840e-07 1.94352072e-07 1.39180877e-07
 6.39999514e-08 6.96872606e-08 5.45192793e-08 2.28243713e-07
 1.77590132e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04471863 0.06916748 0.07179611 0.0514279  0.0236583  0.02571837
 0.02013367 0.08434999 0.06561933]
L2 term: [1.21188692e-07 1.87445733e-07 1.94569402e-07 1.39371006e-07
 6.41146219e-08 6.96974848e-08 5.45627788e-08 2.28590769e-07
 1.77830160e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04478237 0.06925705 0.07187626 0.051498   0.0237006  0.02572211
 0.0201497  0.08447799 0.06570786]
L2 term: [1.21361430e-07 1.87688494e-07 1.94786608e-07 1.39560972e-07
 6.42292767e-08 6.97076110e-08 5.46062389e-08 2.28937645e-07
 1.78070081e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04484607 0.06934658 0.07195636 0.05156804 0.0237429  0.02572581
 0.02016572 0.08460592 0.06579635]
L2 term: [1.21534055e-07 1.87931122e-07 1.95003691e-07 1.39750776e-07
 6.43439157e-08 6.97176392e-08 5.46496596e-08 2.29284341e-07
 1.78309893e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04490972 0.06943607 0.07203642 0.05163801 0.0237852  0.02572947
 0.02018173 0.08473379 0.0658848 ]
L2 term: [1.21706567e-07 1.88173619e-07 1.95220652e-07 1.39940418e-07
 6.44585390e-08 6.97275695e-08 5.46930411e-08 2.29630856e-07
 1.78549597e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04497334 0.0695255  0.07211643 0.05170793 0.02382749 0.0257331
 0.02019773 0.08486158 0.06597321]
L2 term: [1.21878967e-07 1.88415983e-07 1.95437489e-07 1.40129899e-07
 6.45731465e-08 6.97374020e-08 5.47363833e-08 2.29977191e-07
 1.78789193e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04503691 0.06961488 0.0721964  0.05177779 0.02386978 0.02573669
 0.0202137  0.08498931 0.06606158]
L2 term: [1.22051255e-07 1.88658215e-07 1.95654203e-07 1.40319218e-07
 6.46877382e-08 6.97471369e-08 5.47796863e-08 2.30323346e-07
 1.79028681e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04510045 0.06970422 0.07227632 0.05184759 0.02391205 0.02574025
 0.02022967 0.08511698 0.06614991]
L2 term: [1.22223430e-07 1.88900315e-07 1.95870794e-07 1.40508376e-07
 6.48023141e-08 6.97567742e-08 5.48229501e-08 2.30669321e-07
 1.79268062e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04516394 0.0697935  0.0723562  0.05191733 0.02395433 0.02574377
 0.02024562 0.08524458 0.06623821]
L2 term: [1.22395493e-07 1.89142284e-07 1.96087263e-07 1.40697372e-07
 6.49168743e-08 6.97663140e-08 5.48661747e-08 2.31015117e-07
 1.79507334e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04522739 0.06988274 0.07243603 0.05198701 0.02399659 0.02574725
 0.02026155 0.08537211 0.06632646]
L2 term: [1.22567445e-07 1.89384120e-07 1.96303609e-07 1.40886207e-07
 6.50314187e-08 6.97757565e-08 5.49093603e-08 2.31360733e-07
 1.79746499e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0452908  0.06997193 0.07251582 0.05205663 0.02403885 0.0257507
 0.02027747 0.08549958 0.06641467]
L2 term: [1.22739284e-07 1.89625826e-07 1.96519832e-07 1.41074881e-07
 6.51459474e-08 6.97851016e-08 5.49525067e-08 2.31706169e-07
 1.79985557e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04535416 0.07006107 0.07259556 0.05212619 0.02408111 0.02575411
 0.02029338 0.08562698 0.06650284]
L2 term: [1.22911011e-07 1.89867399e-07 1.96735933e-07 1.41263394e-07
 6.52604603e-08 6.97943496e-08 5.49956141e-08 2.32051426e-07
 1.80224507e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04541749 0.07015016 0.07267526 0.05219569 0.02412336 0.02575749
 0.02030927 0.08575431 0.06659098]
L2 term: [1.23082626e-07 1.90108841e-07 1.96951911e-07 1.41451747e-07
 6.53749574e-08 6.98035005e-08 5.50386824e-08 2.32396504e-07
 1.80463349e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04548077 0.07023921 0.07275491 0.05226514 0.0241656  0.02576083
 0.02032515 0.08588158 0.06667907]
L2 term: [1.23254130e-07 1.90350152e-07 1.97167767e-07 1.41639938e-07
 6.54894388e-08 6.98125544e-08 5.50817118e-08 2.32741403e-07
 1.80702084e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04554402 0.0703282  0.07283451 0.05233452 0.02420784 0.02576414
 0.02034102 0.08600878 0.06676712]
L2 term: [1.23425522e-07 1.90591331e-07 1.97383501e-07 1.41827970e-07
 6.56039045e-08 6.98215114e-08 5.51247021e-08 2.33086122e-07
 1.80940711e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04560722 0.07041715 0.07291407 0.05240385 0.02425007 0.02576741
 0.02035686 0.08613591 0.06685514]
L2 term: [1.23596802e-07 1.90832380e-07 1.97599113e-07 1.42015841e-07
 6.57183544e-08 6.98303716e-08 5.51676536e-08 2.33430663e-07
 1.81179232e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04567038 0.07050605 0.07299359 0.05247311 0.0242923  0.02577064
 0.0203727  0.08626298 0.06694311]
L2 term: [1.23767971e-07 1.91073297e-07 1.97814602e-07 1.42203551e-07
 6.58327886e-08 6.98391351e-08 5.52105662e-08 2.33775025e-07
 1.81417645e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0457335  0.0705949  0.07307306 0.05254232 0.02433452 0.02577384
 0.02038852 0.08638999 0.06703105]
L2 term: [1.23939029e-07 1.91314083e-07 1.98029970e-07 1.42391102e-07
 6.59472070e-08 6.98478021e-08 5.52534399e-08 2.34119209e-07
 1.81655951e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04579658 0.0706837  0.07315248 0.05261146 0.02437673 0.025777
 0.02040433 0.08651693 0.06711894]
L2 term: [1.24109975e-07 1.91554739e-07 1.98245216e-07 1.42578493e-07
 6.60616097e-08 6.98563725e-08 5.52962748e-08 2.34463215e-07
 1.81894150e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04585962 0.07077245 0.07323187 0.05268055 0.02441894 0.02578013
 0.02042012 0.0866438  0.0672068 ]
L2 term: [1.24280810e-07 1.91795263e-07 1.98460340e-07 1.42765724e-07
 6.61759967e-08 6.98648465e-08 5.53390709e-08 2.34807042e-07
 1.82132242e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04592262 0.07086116 0.0733112  0.05274958 0.02446115 0.02578322
 0.02043589 0.0867706  0.06729461]
L2 term: [1.24451534e-07 1.92035657e-07 1.98675343e-07 1.42952795e-07
 6.62903680e-08 6.98732243e-08 5.53818282e-08 2.35150691e-07
 1.82370227e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04598557 0.07094981 0.07339049 0.05281855 0.02450334 0.02578628
 0.02045166 0.08689735 0.06738239]
L2 term: [1.24622147e-07 1.92275920e-07 1.98890224e-07 1.43139707e-07
 6.64047235e-08 6.98815058e-08 5.54245468e-08 2.35494162e-07
 1.82608106e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04604849 0.07103842 0.07346974 0.05288746 0.02454553 0.0257893
 0.02046741 0.08702402 0.06747013]
L2 term: [1.24792649e-07 1.92516053e-07 1.99104984e-07 1.43326460e-07
 6.65190632e-08 6.98896912e-08 5.54672267e-08 2.35837455e-07
 1.82845877e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04611136 0.07112698 0.07354894 0.05295632 0.02458772 0.02579228
 0.02048314 0.08715063 0.06755783]
L2 term: [1.24963040e-07 1.92756056e-07 1.99319622e-07 1.43513053e-07
 6.66333873e-08 6.98977806e-08 5.55098679e-08 2.36180570e-07
 1.83083542e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0461742  0.0712155  0.0736281  0.05302511 0.0246299  0.02579523
 0.02049886 0.08727717 0.06764549]
L2 term: [1.25133321e-07 1.92995928e-07 1.99534139e-07 1.43699487e-07
 6.67476956e-08 6.99057741e-08 5.55524705e-08 2.36523508e-07
 1.83321100e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04623699 0.07130396 0.07370721 0.05309385 0.02467207 0.02579814
 0.02051457 0.08740365 0.06773311]
L2 term: [1.25303490e-07 1.93235669e-07 1.99748535e-07 1.43885763e-07
 6.68619883e-08 6.99136717e-08 5.55950345e-08 2.36866268e-07
 1.83558552e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04629974 0.07139238 0.07378628 0.05316252 0.02471424 0.02580102
 0.02053026 0.08753007 0.06782069]
L2 term: [1.25473549e-07 1.93475281e-07 1.99962809e-07 1.44071879e-07
 6.69762652e-08 6.99214737e-08 5.56375600e-08 2.37208851e-07
 1.83795897e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04636245 0.07148075 0.0738653  0.05323114 0.0247564  0.02580387
 0.02054594 0.08765641 0.06790823]
L2 term: [1.25643498e-07 1.93714763e-07 2.00176963e-07 1.44257837e-07
 6.70905264e-08 6.99291800e-08 5.56800469e-08 2.37551257e-07
 1.84033136e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04642512 0.07156907 0.07394428 0.0532997  0.02479856 0.02580668
 0.0205616  0.0877827  0.06799573]
L2 term: [1.25813336e-07 1.93954114e-07 2.00390996e-07 1.44443636e-07
 6.72047718e-08 6.99367908e-08 5.57224953e-08 2.37893485e-07
 1.84270269e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04648775 0.07165734 0.07402321 0.0533682  0.02484071 0.02580945
 0.02057725 0.08790891 0.06808319]
L2 term: [1.25983064e-07 1.94193336e-07 2.00604908e-07 1.44629277e-07
 6.73190016e-08 6.99443062e-08 5.57649052e-08 2.38235537e-07
 1.84507295e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04655034 0.07174557 0.0741021  0.05343665 0.02488286 0.02581219
 0.02059289 0.08803507 0.06817062]
L2 term: [1.26152681e-07 1.94432428e-07 2.00818699e-07 1.44814759e-07
 6.74332157e-08 6.99517262e-08 5.58072767e-08 2.38577412e-07
 1.84744215e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04661289 0.07183374 0.07418094 0.05350503 0.024925   0.02581489
 0.02060851 0.08816115 0.068258  ]
L2 term: [1.26322189e-07 1.94671391e-07 2.01032370e-07 1.45000084e-07
 6.75474141e-08 6.99590510e-08 5.58496098e-08 2.38919110e-07
 1.84981029e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0466754  0.07192187 0.07425974 0.05357336 0.02496713 0.02581756
 0.02062411 0.08828717 0.06834534]
L2 term: [1.26491586e-07 1.94910223e-07 2.01245920e-07 1.45185250e-07
 6.76615967e-08 6.99662806e-08 5.58919045e-08 2.39260632e-07
 1.85217737e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04673786 0.07200995 0.0743385  0.05364163 0.02500926 0.02582019
 0.02063971 0.08841313 0.06843265]
L2 term: [1.26660873e-07 1.95148927e-07 2.01459350e-07 1.45370259e-07
 6.77757637e-08 6.99734152e-08 5.59341609e-08 2.39601977e-07
 1.85454338e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04680029 0.07209799 0.07441721 0.05370984 0.02505138 0.02582279
 0.02065528 0.08853902 0.06851992]
L2 term: [1.26830050e-07 1.95387500e-07 2.01672659e-07 1.45555109e-07
 6.78899150e-08 6.99804549e-08 5.59763790e-08 2.39943147e-07
 1.85690834e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04686267 0.07218597 0.07449588 0.05377799 0.02509349 0.02582535
 0.02067085 0.08866485 0.06860715]
L2 term: [1.26999118e-07 1.95625945e-07 2.01885848e-07 1.45739803e-07
 6.80040505e-08 6.99873997e-08 5.60185588e-08 2.40284140e-07
 1.85927225e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04692502 0.07227391 0.0745745  0.05384608 0.0251356  0.02582788
 0.0206864  0.08879061 0.06869433]
L2 term: [1.27168076e-07 1.95864260e-07 2.02098917e-07 1.45924338e-07
 6.81181704e-08 6.99942497e-08 5.60607003e-08 2.40624957e-07
 1.86163509e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04698732 0.0723618  0.07465308 0.05391412 0.02517771 0.02583037
 0.02070193 0.08891631 0.06878148]
L2 term: [1.27336924e-07 1.96102447e-07 2.02311866e-07 1.46108717e-07
 6.82322746e-08 7.00010051e-08 5.61028037e-08 2.40965598e-07
 1.86399687e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04704959 0.07244965 0.07473161 0.05398209 0.02521981 0.02583283
 0.02071746 0.08904194 0.0688686 ]
L2 term: [1.27505662e-07 1.96340504e-07 2.02524695e-07 1.46292938e-07
 6.83463632e-08 7.00076659e-08 5.61448688e-08 2.41306063e-07
 1.86635760e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04711181 0.07253744 0.0748101  0.05405001 0.0252619  0.02583525
 0.02073296 0.0891675  0.06895567]
L2 term: [1.27674291e-07 1.96578432e-07 2.02737404e-07 1.46477002e-07
 6.84604360e-08 7.00142322e-08 5.61868958e-08 2.41646353e-07
 1.86871728e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.047174   0.07262519 0.07488855 0.05411788 0.02530399 0.02583764
 0.02074846 0.08929301 0.0690427 ]
L2 term: [1.27842811e-07 1.96816231e-07 2.02949994e-07 1.46660910e-07
 6.85744932e-08 7.00207042e-08 5.62288847e-08 2.41986467e-07
 1.87107590e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04723614 0.07271289 0.07496695 0.05418568 0.02534607 0.02583999
 0.02076394 0.08941844 0.06912969]
L2 term: [1.28011221e-07 1.97053902e-07 2.03162463e-07 1.46844660e-07
 6.86885346e-08 7.00270819e-08 5.62708356e-08 2.42326406e-07
 1.87343346e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04729824 0.07280054 0.07504531 0.05425343 0.02538814 0.02584231
 0.0207794  0.08954382 0.06921665]
L2 term: [1.28179523e-07 1.97291444e-07 2.03374813e-07 1.47028254e-07
 6.88025604e-08 7.00333654e-08 5.63127483e-08 2.42666170e-07
 1.87578998e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04736031 0.07288815 0.07512362 0.05432111 0.02543021 0.0258446
 0.02079486 0.08966912 0.06930357]
L2 term: [1.28347715e-07 1.97528857e-07 2.03587044e-07 1.47211692e-07
 6.89165706e-08 7.00395548e-08 5.63546231e-08 2.43005758e-07
 1.87814543e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04742233 0.07297571 0.07520189 0.05438874 0.02547228 0.02584684
 0.02081029 0.08979437 0.06939044]
L2 term: [1.28515797e-07 1.97766142e-07 2.03799155e-07 1.47394973e-07
 6.90305651e-08 7.00456502e-08 5.63964599e-08 2.43345172e-07
 1.88049984e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04748431 0.07306322 0.07528011 0.05445632 0.02551434 0.02584906
 0.02082572 0.08991955 0.06947728]
L2 term: [1.28683771e-07 1.98003299e-07 2.04011147e-07 1.47578098e-07
 6.91445439e-08 7.00516517e-08 5.64382587e-08 2.43684411e-07
 1.88285320e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04754625 0.07315068 0.07535829 0.05452383 0.02555639 0.02585124
 0.02084113 0.09004466 0.06956408]
L2 term: [1.28851637e-07 1.98240327e-07 2.04223019e-07 1.47761066e-07
 6.92585070e-08 7.00575594e-08 5.64800196e-08 2.44023475e-07
 1.88520550e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04760816 0.0732381  0.07543643 0.05459129 0.02559844 0.02585338
 0.02085652 0.09016971 0.06965084]
L2 term: [1.29019393e-07 1.98477227e-07 2.04434773e-07 1.47943879e-07
 6.93724545e-08 7.00633735e-08 5.65217426e-08 2.44362365e-07
 1.88755675e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04767002 0.07332547 0.07551452 0.05465869 0.02564048 0.0258555
 0.0208719  0.0902947  0.06973757]
L2 term: [1.29187040e-07 1.98713999e-07 2.04646407e-07 1.48126536e-07
 6.94863863e-08 7.00690939e-08 5.65634278e-08 2.44701081e-07
 1.88990696e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04773184 0.07341279 0.07559257 0.05472603 0.02568251 0.02585757
 0.02088727 0.09041962 0.06982425]
L2 term: [1.29354579e-07 1.98950643e-07 2.04857922e-07 1.48309037e-07
 6.96003025e-08 7.00747207e-08 5.66050751e-08 2.45039622e-07
 1.89225612e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04779362 0.07350006 0.07567058 0.05479332 0.02572454 0.02585961
 0.02090263 0.09054448 0.0699109 ]
L2 term: [1.29522010e-07 1.99187158e-07 2.05069319e-07 1.48491383e-07
 6.97142030e-08 7.00802542e-08 5.66466846e-08 2.45377988e-07
 1.89460422e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04785536 0.07358729 0.07574854 0.05486055 0.02576656 0.02586162
 0.02091797 0.09066927 0.0699975 ]
L2 term: [1.29689332e-07 1.99423546e-07 2.05280597e-07 1.48673573e-07
 6.98280878e-08 7.00856943e-08 5.66882564e-08 2.45716181e-07
 1.89695129e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04791707 0.07367447 0.07582646 0.05492772 0.02580858 0.02586359
 0.02093329 0.090794   0.07008407]
L2 term: [1.29856545e-07 1.99659807e-07 2.05491756e-07 1.48855608e-07
 6.99419571e-08 7.00910412e-08 5.67297904e-08 2.46054200e-07
 1.89929730e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04797873 0.0737616  0.07590433 0.05499483 0.02585059 0.02586553
 0.0209486  0.09091866 0.0701706 ]
L2 term: [1.30023650e-07 1.99895939e-07 2.05702796e-07 1.49037488e-07
 7.00558106e-08 7.00962950e-08 5.67712868e-08 2.46392045e-07
 1.90164227e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04804035 0.07384869 0.07598216 0.05506189 0.0258926  0.02586744
 0.0209639  0.09104327 0.07025709]
L2 term: [1.30190647e-07 2.00131944e-07 2.05913718e-07 1.49219213e-07
 7.01696486e-08 7.01014557e-08 5.68127455e-08 2.46729717e-07
 1.90398619e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04810193 0.07393573 0.07605995 0.05512889 0.0259346  0.02586931
 0.02097919 0.0911678  0.07034354]
L2 term: [1.30357536e-07 2.00367822e-07 2.06124522e-07 1.49400783e-07
 7.02834708e-08 7.01065235e-08 5.68541665e-08 2.47067215e-07
 1.90632907e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04816347 0.07402272 0.07613769 0.05519583 0.0259766  0.02587114
 0.02099446 0.09129228 0.07042996]
L2 term: [1.30524317e-07 2.00603572e-07 2.06335207e-07 1.49582198e-07
 7.03972775e-08 7.01114984e-08 5.68955500e-08 2.47404540e-07
 1.90867091e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04822498 0.07410966 0.07621539 0.05526272 0.02601858 0.02587294
 0.02100971 0.09141668 0.07051633]
L2 term: [1.30690990e-07 2.00839195e-07 2.06545774e-07 1.49763459e-07
 7.05110685e-08 7.01163805e-08 5.69368959e-08 2.47741691e-07
 1.91101170e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04828644 0.07419656 0.07629305 0.05532954 0.02606057 0.02587471
 0.02102496 0.09154103 0.07060267]
L2 term: [1.30857555e-07 2.01074691e-07 2.06756223e-07 1.49944565e-07
 7.06248439e-08 7.01211700e-08 5.69782042e-08 2.48078670e-07
 1.91335145e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04834786 0.07428341 0.07637066 0.05539632 0.02610254 0.02587644
 0.02104019 0.09166531 0.07068897]
L2 term: [1.31024012e-07 2.01310059e-07 2.06966554e-07 1.50125516e-07
 7.07386037e-08 7.01258669e-08 5.70194750e-08 2.48415475e-07
 1.91569016e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04840924 0.07437022 0.07644823 0.05546303 0.02614452 0.02587814
 0.0210554  0.09178953 0.07077523]
L2 term: [1.31190362e-07 2.01545301e-07 2.07176767e-07 1.50306314e-07
 7.08523478e-08 7.01304713e-08 5.70607084e-08 2.48752108e-07
 1.91802782e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04847059 0.07445697 0.07652575 0.05552969 0.02618648 0.02587981
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L2 term: [1.31356604e-07 2.01780415e-07 2.07386862e-07 1.50486957e-07
 7.09660763e-08 7.01349834e-08 5.71019043e-08 2.49088568e-07
 1.92036445e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04853189 0.07454368 0.07660323 0.05559629 0.02622844 0.02588144
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L2 term: [1.31522738e-07 2.02015403e-07 2.07596839e-07 1.50667447e-07
 7.10797892e-08 7.01394031e-08 5.71430628e-08 2.49424855e-07
 1.92270004e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04859315 0.07463035 0.07668067 0.05566283 0.0262704  0.02588304
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L2 term: [1.31688765e-07 2.02250264e-07 2.07806699e-07 1.50847782e-07
 7.11934865e-08 7.01437307e-08 5.71841839e-08 2.49760970e-07
 1.92503458e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04865438 0.07471696 0.07675807 0.05572932 0.02631235 0.0258846
 0.02111612 0.09228576 0.07111988]
L2 term: [1.31854685e-07 2.02484998e-07 2.08016441e-07 1.51027964e-07
 7.13071681e-08 7.01479661e-08 5.72252677e-08 2.50096912e-07
 1.92736809e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04871556 0.07480353 0.07683542 0.05579575 0.02635429 0.02588613
 0.02113127 0.09240966 0.07120595]
L2 term: [1.32020497e-07 2.02719606e-07 2.08226066e-07 1.51207993e-07
 7.14208341e-08 7.01521096e-08 5.72663142e-08 2.50432683e-07
 1.92970056e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04877671 0.07489006 0.07691273 0.05586212 0.02639622 0.02588762
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L2 term: [1.32186203e-07 2.02954087e-07 2.08435573e-07 1.51387868e-07
 7.15344846e-08 7.01561611e-08 5.73073233e-08 2.50768281e-07
 1.93203200e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04883781 0.07497654 0.07698999 0.05592844 0.02643816 0.02588908
 0.02116152 0.09265727 0.07137797]
L2 term: [1.32351801e-07 2.03188442e-07 2.08644963e-07 1.51567590e-07
 7.16481194e-08 7.01601208e-08 5.73482953e-08 2.51103707e-07
 1.93436240e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04889888 0.07506297 0.07706721 0.0559947  0.02648008 0.02589051
 0.02117663 0.09278098 0.07146393]
L2 term: [1.32517292e-07 2.03422670e-07 2.08854235e-07 1.51747158e-07
 7.17617386e-08 7.01639888e-08 5.73892300e-08 2.51438962e-07
 1.93669176e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04895991 0.07514935 0.07714439 0.05606091 0.026522   0.02589191
 0.02119172 0.09290462 0.07154984]
L2 term: [1.32682676e-07 2.03656773e-07 2.09063391e-07 1.51926574e-07
 7.18753422e-08 7.01677651e-08 5.74301275e-08 2.51774044e-07
 1.93902009e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04902089 0.07523569 0.07722153 0.05612705 0.02656392 0.02589327
 0.02120679 0.0930282  0.07163572]
L2 term: [1.32847953e-07 2.03890749e-07 2.09272429e-07 1.52105837e-07
 7.19889303e-08 7.01714499e-08 5.74709878e-08 2.52108956e-07
 1.94134738e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04908184 0.07532198 0.07729862 0.05619315 0.02660582 0.02589459
 0.02122186 0.09315172 0.07172156]
L2 term: [1.33013123e-07 2.04124599e-07 2.09481350e-07 1.52284946e-07
 7.21025027e-08 7.01750432e-08 5.75118111e-08 2.52443696e-07
 1.94367364e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04914275 0.07540822 0.07737567 0.05625918 0.02664773 0.02589588
 0.02123691 0.09327518 0.07180736]
L2 term: [1.33178187e-07 2.04358323e-07 2.09690155e-07 1.52463904e-07
 7.22160595e-08 7.01785452e-08 5.75525972e-08 2.52778264e-07
 1.94599887e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04920362 0.07549442 0.07745267 0.05632516 0.02668962 0.02589714
 0.02125194 0.09339857 0.07189312]
L2 term: [1.33343144e-07 2.04591921e-07 2.09898843e-07 1.52642709e-07
 7.23296007e-08 7.01819559e-08 5.75933463e-08 2.53112662e-07
 1.94832307e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04926445 0.07558057 0.07752964 0.05639108 0.02673151 0.02589837
 0.02126697 0.0935219  0.07197885]
L2 term: [1.33507995e-07 2.04825394e-07 2.10107414e-07 1.52821361e-07
 7.24431264e-08 7.01852755e-08 5.76340583e-08 2.53446888e-07
 1.95064623e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04932524 0.07566668 0.07760656 0.05645695 0.0267734  0.02589956
 0.02128198 0.09364517 0.07206453]
L2 term: [1.33672739e-07 2.05058740e-07 2.10315868e-07 1.52999861e-07
 7.25566364e-08 7.01885039e-08 5.76747333e-08 2.53780944e-07
 1.95296836e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04938599 0.07575273 0.07768343 0.05652276 0.02681528 0.02590072
 0.02129697 0.09376837 0.07215018]
L2 term: [1.33837377e-07 2.05291962e-07 2.10524206e-07 1.53178209e-07
 7.26701309e-08 7.01916414e-08 5.77153714e-08 2.54114828e-07
 1.95528947e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0494467  0.07583875 0.07776027 0.05658851 0.02685715 0.02590184
 0.02131195 0.09389151 0.07223579]
L2 term: [1.34001908e-07 2.05525057e-07 2.10732428e-07 1.53356406e-07
 7.27836098e-08 7.01946880e-08 5.77559725e-08 2.54448542e-07
 1.95760954e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04950738 0.07592471 0.07783706 0.05665421 0.02689902 0.02590293
 0.02132692 0.09401459 0.07232136]
L2 term: [1.34166333e-07 2.05758028e-07 2.10940533e-07 1.53534450e-07
 7.28970731e-08 7.01976438e-08 5.77965367e-08 2.54782086e-07
 1.95992858e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04956801 0.07601063 0.0779138  0.05671985 0.02694088 0.02590399
 0.02134188 0.0941376  0.0724069 ]
L2 term: [1.34330653e-07 2.05990873e-07 2.11148522e-07 1.53712343e-07
 7.30105209e-08 7.02005088e-08 5.78370640e-08 2.55115459e-07
 1.96224660e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04962861 0.07609651 0.07799051 0.05678544 0.02698274 0.02590501
 0.02135682 0.09426056 0.0724924 ]
L2 term: [1.34494866e-07 2.06223592e-07 2.11356395e-07 1.53890084e-07
 7.31239530e-08 7.02032833e-08 5.78775545e-08 2.55448662e-07
 1.96456359e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04968916 0.07618233 0.07806717 0.05685097 0.02702459 0.025906
 0.02137175 0.09438345 0.07257786]
L2 term: [1.34658973e-07 2.06456187e-07 2.11564152e-07 1.54067673e-07
 7.32373696e-08 7.02059672e-08 5.79180082e-08 2.55781695e-07
 1.96687955e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04974968 0.07626811 0.07814379 0.05691645 0.02706643 0.02590696
 0.02138666 0.09450627 0.07266328]
L2 term: [1.34822974e-07 2.06688656e-07 2.11771793e-07 1.54245112e-07
 7.33507707e-08 7.02085607e-08 5.79584251e-08 2.56114558e-07
 1.96919449e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04981016 0.07635385 0.07822037 0.05698187 0.02710827 0.02590788
 0.02140156 0.09462904 0.07274866]
L2 term: [1.34986870e-07 2.06921001e-07 2.11979318e-07 1.54422399e-07
 7.34641561e-08 7.02110639e-08 5.79988052e-08 2.56447251e-07
 1.97150840e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04987059 0.07643954 0.0782969  0.05704723 0.02715011 0.02590877
 0.02141645 0.09475174 0.07283401]
L2 term: [1.35150660e-07 2.07153220e-07 2.12186727e-07 1.54599535e-07
 7.35775260e-08 7.02134768e-08 5.80391486e-08 2.56779774e-07
 1.97382129e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04993099 0.07652518 0.07837339 0.05711254 0.02719193 0.02590963
 0.02143132 0.09487438 0.07291931]
L2 term: [1.35314344e-07 2.07385315e-07 2.12394020e-07 1.54776520e-07
 7.36908804e-08 7.02157995e-08 5.80794554e-08 2.57112127e-07
 1.97613315e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.04999135 0.07661078 0.07844984 0.05717779 0.02723376 0.02591045
 0.02144618 0.09499695 0.07300458]
L2 term: [1.35477923e-07 2.07617285e-07 2.12601198e-07 1.54953355e-07
 7.38042192e-08 7.02180322e-08 5.81197254e-08 2.57444311e-07
 1.97844399e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05005168 0.07669633 0.07852625 0.05724298 0.02727557 0.02591124
 0.02146102 0.09511946 0.07308982]
L2 term: [1.35641396e-07 2.07849131e-07 2.12808260e-07 1.55130038e-07
 7.39175424e-08 7.02201749e-08 5.81599589e-08 2.57776326e-07
 1.98075381e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05011196 0.07678183 0.07860261 0.05730812 0.02731738 0.025912
 0.02147586 0.09524192 0.07317501]
L2 term: [1.35804764e-07 2.08080852e-07 2.13015207e-07 1.55306572e-07
 7.40308501e-08 7.02222277e-08 5.82001557e-08 2.58108172e-07
 1.98306260e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0501722  0.07686729 0.07867893 0.05737321 0.02735919 0.02591273
 0.02149068 0.0953643  0.07326017]
L2 term: [1.35968027e-07 2.08312448e-07 2.13222039e-07 1.55482954e-07
 7.41441422e-08 7.02241908e-08 5.82403160e-08 2.58439848e-07
 1.98537037e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05023241 0.07695271 0.07875521 0.05743824 0.02740099 0.02591342
 0.02150548 0.09548663 0.07334529]
L2 term: [1.36131184e-07 2.08543920e-07 2.13428755e-07 1.55659187e-07
 7.42574188e-08 7.02260641e-08 5.82804397e-08 2.58771355e-07
 1.98767713e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05029257 0.07703807 0.07883145 0.05750321 0.02744278 0.02591408
 0.02152027 0.09560889 0.07343037]
L2 term: [1.36294237e-07 2.08775268e-07 2.13635356e-07 1.55835270e-07
 7.43706799e-08 7.02278479e-08 5.83205270e-08 2.59102694e-07
 1.98998286e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0503527  0.0771234  0.07890764 0.05756813 0.02748457 0.0259147
 0.02153505 0.0957311  0.07351541]
L2 term: [1.36457184e-07 2.09006492e-07 2.13841842e-07 1.56011202e-07
 7.44839254e-08 7.02295421e-08 5.83605777e-08 2.59433864e-07
 1.99228757e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05041279 0.07720867 0.07898379 0.057633   0.02752635 0.02591529
 0.02154982 0.09585324 0.07360042]
L2 term: [1.36620026e-07 2.09237592e-07 2.14048213e-07 1.56186985e-07
 7.45971554e-08 7.02311469e-08 5.84005920e-08 2.59764865e-07
 1.99459127e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05047284 0.0772939  0.0790599  0.05769781 0.02756813 0.02591585
 0.02156457 0.09597531 0.07368539]
L2 term: [1.36782764e-07 2.09468567e-07 2.14254469e-07 1.56362617e-07
 7.47103698e-08 7.02326623e-08 5.84405700e-08 2.60095698e-07
 1.99689395e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05053285 0.07737909 0.07913597 0.05776256 0.0276099  0.02591638
 0.02157931 0.09609733 0.07377032]
L2 term: [1.36945396e-07 2.09699419e-07 2.14460611e-07 1.56538101e-07
 7.48235687e-08 7.02340886e-08 5.84805115e-08 2.60426362e-07
 1.99919561e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05059282 0.07746422 0.07921199 0.05782726 0.02765166 0.02591687
 0.02159403 0.09621928 0.07385521]
L2 term: [1.37107924e-07 2.09930147e-07 2.14666637e-07 1.56713434e-07
 7.49367521e-08 7.02354256e-08 5.85204167e-08 2.60756858e-07
 2.00149625e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05065276 0.07754932 0.07928797 0.0578919  0.02769342 0.02591733
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L2 term: [1.37270348e-07 2.10160751e-07 2.14872549e-07 1.56888619e-07
 7.50499199e-08 7.02366736e-08 5.85602855e-08 2.61087187e-07
 2.00379588e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05071265 0.07763436 0.07936391 0.05795649 0.02773517 0.02591776
 0.02162344 0.096463   0.07402489]
L2 term: [1.37432666e-07 2.10391231e-07 2.15078346e-07 1.57063654e-07
 7.51630723e-08 7.02378327e-08 5.86001181e-08 2.61417347e-07
 2.00609449e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05077251 0.07771937 0.07943981 0.05802102 0.02777692 0.02591816
 0.02163813 0.09658477 0.07410967]
L2 term: [1.37594881e-07 2.10621588e-07 2.15284029e-07 1.57238540e-07
 7.52762091e-08 7.02389028e-08 5.86399144e-08 2.61747339e-07
 2.00839208e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05083233 0.07780432 0.07951566 0.0580855  0.02781866 0.02591852
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L2 term: [1.37756991e-07 2.10851822e-07 2.15489598e-07 1.57413277e-07
 7.53893304e-08 7.02398842e-08 5.86796745e-08 2.62077164e-07
 2.01068867e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05089211 0.07788923 0.07959147 0.05814992 0.0278604  0.02591885
 0.02166746 0.09682812 0.07427912]
L2 term: [1.37918996e-07 2.11081932e-07 2.15695052e-07 1.57587866e-07
 7.55024361e-08 7.02407769e-08 5.87193984e-08 2.62406821e-07
 2.01298424e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05095185 0.0779741  0.07966724 0.05821429 0.02790213 0.02591914
 0.0216821  0.0969497  0.07436379]
L2 term: [1.38080898e-07 2.11311918e-07 2.15900392e-07 1.57762305e-07
 7.56155264e-08 7.02415810e-08 5.87590861e-08 2.62736310e-07
 2.01527880e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05101155 0.07805892 0.07974297 0.0582786  0.02794385 0.02591941
 0.02169673 0.09707122 0.07444842]
L2 term: [1.38242695e-07 2.11541782e-07 2.16105618e-07 1.57936596e-07
 7.57286011e-08 7.02422965e-08 5.87987377e-08 2.63065632e-07
 2.01757234e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05107122 0.07814369 0.07981866 0.05834286 0.02798557 0.02591964
 0.02171135 0.09719268 0.07453301]
L2 term: [1.38404388e-07 2.11771522e-07 2.16310730e-07 1.58110739e-07
 7.58416604e-08 7.02429237e-08 5.88383532e-08 2.63394787e-07
 2.01986488e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05113085 0.07822842 0.0798943  0.05840707 0.02802729 0.02591984
 0.02172596 0.09731407 0.07461757]
L2 term: [1.38565977e-07 2.12001140e-07 2.16515728e-07 1.58284733e-07
 7.59547041e-08 7.02434624e-08 5.88779326e-08 2.63723775e-07
 2.02215640e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05119043 0.0783131  0.07996991 0.05847122 0.02806899 0.02592
 0.02174055 0.09743541 0.07470209]
L2 term: [1.38727463e-07 2.12230634e-07 2.16720612e-07 1.58458579e-07
 7.60677324e-08 7.02439130e-08 5.89174760e-08 2.64052596e-07
 2.02444691e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05124998 0.07839774 0.08004547 0.05853531 0.02811069 0.02592014
 0.02175513 0.09755668 0.07478657]
L2 term: [1.38888844e-07 2.12460006e-07 2.16925382e-07 1.58632277e-07
 7.61807451e-08 7.02442754e-08 5.89569833e-08 2.64381250e-07
 2.02673642e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0513095  0.07848233 0.08012098 0.05859935 0.02815239 0.02592024
 0.02176969 0.09767789 0.07487102]
L2 term: [1.39050122e-07 2.12689254e-07 2.17130039e-07 1.58805827e-07
 7.62937423e-08 7.02445497e-08 5.89964547e-08 2.64709738e-07
 2.02902492e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05136897 0.07856688 0.08019646 0.05866334 0.02819408 0.02592031
 0.02178424 0.09779904 0.07495543]
L2 term: [1.39211296e-07 2.12918380e-07 2.17334582e-07 1.58979229e-07
 7.64067241e-08 7.02447361e-08 5.90358902e-08 2.65038059e-07
 2.03131240e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0514284  0.07865138 0.0802719  0.05872727 0.02823577 0.02592034
 0.02179878 0.09792013 0.0750398 ]
L2 term: [1.39372367e-07 2.13147384e-07 2.17539012e-07 1.59152484e-07
 7.65196903e-08 7.02448345e-08 5.90752897e-08 2.65366213e-07
 2.03359888e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0514878  0.07873584 0.08034729 0.05879114 0.02827744 0.02592035
 0.02181331 0.09804116 0.07512413]
L2 term: [1.39533334e-07 2.13376265e-07 2.17743328e-07 1.59325591e-07
 7.66326411e-08 7.02448452e-08 5.91146533e-08 2.65694201e-07
 2.03588436e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05154716 0.07882025 0.08042264 0.05885497 0.02831912 0.02592032
 0.02182782 0.09816213 0.07520843]
L2 term: [1.39694198e-07 2.13605023e-07 2.17947531e-07 1.59498550e-07
 7.67455764e-08 7.02447682e-08 5.91539810e-08 2.66022023e-07
 2.03816883e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05160648 0.07890462 0.08049795 0.05891873 0.02836079 0.02592026
 0.02184232 0.09828303 0.07529269]
L2 term: [1.39854958e-07 2.13833659e-07 2.18151620e-07 1.59671363e-07
 7.68584962e-08 7.02446035e-08 5.91932729e-08 2.66349679e-07
 2.04045229e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05166576 0.07898894 0.08057322 0.05898245 0.02840245 0.02592017
 0.0218568  0.09840388 0.07537691]
L2 term: [1.40015615e-07 2.14062173e-07 2.18355597e-07 1.59844028e-07
 7.69714005e-08 7.02443514e-08 5.92325291e-08 2.66677168e-07
 2.04273475e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05172501 0.07907322 0.08064844 0.05904611 0.0284441  0.02592004
 0.02187128 0.09852466 0.0754611 ]
L2 term: [1.40176169e-07 2.14290565e-07 2.18559460e-07 1.60016546e-07
 7.70842894e-08 7.02440117e-08 5.92717494e-08 2.67004492e-07
 2.04501620e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05178421 0.07915745 0.08072362 0.05910971 0.02848575 0.02591988
 0.02188573 0.09864538 0.07554525]
L2 term: [1.40336620e-07 2.14518834e-07 2.18763210e-07 1.60188917e-07
 7.71971627e-08 7.02435848e-08 5.93109340e-08 2.67331651e-07
 2.04729666e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05184338 0.07924164 0.08079877 0.05917326 0.0285274  0.02591969
 0.02190018 0.09876604 0.07562936]
L2 term: [1.40496967e-07 2.14746982e-07 2.18966848e-07 1.60361142e-07
 7.73100206e-08 7.02430706e-08 5.93500830e-08 2.67658643e-07
 2.04957610e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05190251 0.07932578 0.08087387 0.05923676 0.02856904 0.02591947
 0.02191461 0.09888664 0.07571343]
L2 term: [1.40657212e-07 2.14975008e-07 2.19170373e-07 1.60533219e-07
 7.74228631e-08 7.02424692e-08 5.93891962e-08 2.67985471e-07
 2.05185455e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0519616  0.07940987 0.08094893 0.0593002  0.02861067 0.02591922
 0.02192903 0.09900718 0.07579747]
L2 term: [1.40817354e-07 2.15202912e-07 2.19373785e-07 1.60705151e-07
 7.75356900e-08 7.02417807e-08 5.94282738e-08 2.68312133e-07
 2.05413200e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05202066 0.07949393 0.08102394 0.05936359 0.0286523  0.02591893
 0.02194344 0.09912765 0.07588147]
L2 term: [1.40977394e-07 2.15430694e-07 2.19577084e-07 1.60876935e-07
 7.76485015e-08 7.02410053e-08 5.94673157e-08 2.68638629e-07
 2.05640844e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05207967 0.07957793 0.08109892 0.05942692 0.02869392 0.02591861
 0.02195783 0.09924807 0.07596544]
L2 term: [1.41137330e-07 2.15658354e-07 2.19780271e-07 1.61048574e-07
 7.77612976e-08 7.02401429e-08 5.95063221e-08 2.68964961e-07
 2.05868389e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05213865 0.07966189 0.08117385 0.0594902  0.02873553 0.02591826
 0.02197221 0.09936843 0.07604936]
L2 term: [1.41297164e-07 2.15885893e-07 2.19983345e-07 1.61220066e-07
 7.78740782e-08 7.02391937e-08 5.95452929e-08 2.69291128e-07
 2.06095833e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05219759 0.07974581 0.08124875 0.05955343 0.02877715 0.02591788
 0.02198658 0.09948872 0.07613325]
L2 term: [1.41456896e-07 2.16113311e-07 2.20186307e-07 1.61391413e-07
 7.79868433e-08 7.02381578e-08 5.95842282e-08 2.69617129e-07
 2.06323178e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0522565  0.07982968 0.0813236  0.0596166  0.02881875 0.02591747
 0.02200093 0.09960895 0.07621711]
L2 term: [1.41616525e-07 2.16340607e-07 2.20389157e-07 1.61562613e-07
 7.80995930e-08 7.02370353e-08 5.96231280e-08 2.69942967e-07
 2.06550423e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05231536 0.07991351 0.08139841 0.05967972 0.02886035 0.02591702
 0.02201528 0.09972913 0.07630092]
L2 term: [1.41776051e-07 2.16567781e-07 2.20591894e-07 1.61733668e-07
 7.82123272e-08 7.02358262e-08 5.96619923e-08 2.70268639e-07
 2.06777568e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05237419 0.07999729 0.08147318 0.05974279 0.02890194 0.02591654
 0.0220296  0.09984924 0.0763847 ]
L2 term: [1.41935476e-07 2.16794835e-07 2.20794520e-07 1.61904577e-07
 7.83250460e-08 7.02345307e-08 5.97008212e-08 2.70594147e-07
 2.07004613e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05243298 0.08008103 0.08154791 0.0598058  0.02894353 0.02591603
 0.02204392 0.09996929 0.07646845]
L2 term: [1.42094798e-07 2.17021767e-07 2.20997033e-07 1.62075340e-07
 7.84377493e-08 7.02331488e-08 5.97396147e-08 2.70919491e-07
 2.07231559e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05249173 0.08016473 0.08162259 0.05986876 0.02898511 0.02591549
 0.02205822 0.10008928 0.07655215]
L2 term: [1.42254018e-07 2.17248578e-07 2.21199434e-07 1.62245958e-07
 7.85504372e-08 7.02316806e-08 5.97783728e-08 2.71244671e-07
 2.07458406e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05255045 0.08024837 0.08169724 0.05993166 0.02902669 0.02591492
 0.02207251 0.10020921 0.07663582]
L2 term: [1.42413136e-07 2.17475269e-07 2.21401724e-07 1.62416431e-07
 7.86631097e-08 7.02301262e-08 5.98170956e-08 2.71569686e-07
 2.07685153e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05260912 0.08033198 0.08177184 0.05999451 0.02906826 0.02591431
 0.02208678 0.10032908 0.07671945]
L2 term: [1.42572152e-07 2.17701838e-07 2.21603902e-07 1.62586759e-07
 7.87757667e-08 7.02284857e-08 5.98557830e-08 2.71894537e-07
 2.07911800e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05266776 0.08041554 0.0818464  0.06005731 0.02910982 0.02591367
 0.02210105 0.10044889 0.07680305]
L2 term: [1.42731066e-07 2.17928287e-07 2.21805968e-07 1.62756942e-07
 7.88884083e-08 7.02267592e-08 5.98944352e-08 2.72219225e-07
 2.08138348e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05272637 0.08049905 0.08192092 0.06012006 0.02915138 0.02591301
 0.0221153  0.10056864 0.07688661]
L2 term: [1.42889879e-07 2.18154615e-07 2.22007922e-07 1.62926980e-07
 7.90010344e-08 7.02249468e-08 5.99330521e-08 2.72543749e-07
 2.08364797e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05278493 0.08058252 0.0819954  0.06018275 0.02919294 0.0259123
 0.02212953 0.10068833 0.07697013]
L2 term: [1.43048589e-07 2.18380822e-07 2.22209765e-07 1.63096873e-07
 7.91136452e-08 7.02230485e-08 5.99716338e-08 2.72868109e-07
 2.08591147e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05284346 0.08066595 0.08206984 0.06024538 0.02923448 0.02591157
 0.02214376 0.10080796 0.07705362]
L2 term: [1.43207198e-07 2.18606909e-07 2.22411497e-07 1.63266621e-07
 7.92262405e-08 7.02210645e-08 6.00101802e-08 2.73192306e-07
 2.08817397e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05290195 0.08074933 0.08214424 0.06030797 0.02927602 0.02591081
 0.02215797 0.10092753 0.07713707]
L2 term: [1.43365705e-07 2.18832875e-07 2.22613117e-07 1.63436225e-07
 7.93388204e-08 7.02189948e-08 6.00486916e-08 2.73516340e-07
 2.09043548e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0529604  0.08083267 0.0822186  0.0603705  0.02931756 0.02591001
 0.02217216 0.10104704 0.07722048]
L2 term: [1.43524111e-07 2.19058721e-07 2.22814626e-07 1.63605684e-07
 7.94513848e-08 7.02168395e-08 6.00871677e-08 2.73840210e-07
 2.09269601e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05301881 0.08091596 0.08229291 0.06043297 0.02935909 0.02590919
 0.02218635 0.10116649 0.07730386]
L2 term: [1.43682416e-07 2.19284447e-07 2.23016023e-07 1.63775000e-07
 7.95639339e-08 7.02145988e-08 6.01256088e-08 2.74163917e-07
 2.09495554e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05307719 0.08099921 0.08236719 0.0604954  0.02940062 0.02590833
 0.02220052 0.10128587 0.0773872 ]
L2 term: [1.43840619e-07 2.19510052e-07 2.23217310e-07 1.63944171e-07
 7.96764675e-08 7.02122726e-08 6.01640148e-08 2.74487461e-07
 2.09721409e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05313553 0.08108241 0.08244142 0.06055777 0.02944214 0.02590744
 0.02221468 0.1014052  0.0774705 ]
L2 term: [1.43998721e-07 2.19735537e-07 2.23418486e-07 1.64113198e-07
 7.97889858e-08 7.02098612e-08 6.02023857e-08 2.74810842e-07
 2.09947165e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05319383 0.08116557 0.08251561 0.06062009 0.02948365 0.02590652
 0.02222883 0.10152447 0.07755377]
L2 term: [1.44156722e-07 2.19960903e-07 2.23619550e-07 1.64282081e-07
 7.99014886e-08 7.02073645e-08 6.02407216e-08 2.75134061e-07
 2.10172822e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0532521  0.08124869 0.08258977 0.06068235 0.02952516 0.02590556
 0.02224296 0.10164368 0.077637  ]
L2 term: [1.44314621e-07 2.20186148e-07 2.23820504e-07 1.64450821e-07
 8.00139760e-08 7.02047827e-08 6.02790226e-08 2.75457117e-07
 2.10398380e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05331032 0.08133176 0.08266388 0.06074456 0.02956666 0.02590458
 0.02225708 0.10176282 0.0777202 ]
L2 term: [1.44472420e-07 2.20411273e-07 2.24021348e-07 1.64619416e-07
 8.01264480e-08 7.02021158e-08 6.03172885e-08 2.75780010e-07
 2.10623840e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05336851 0.08141479 0.08273795 0.06080672 0.02960816 0.02590357
 0.02227119 0.10188191 0.07780336]
L2 term: [1.44630118e-07 2.20636279e-07 2.24222080e-07 1.64787869e-07
 8.02389046e-08 7.01993639e-08 6.03555196e-08 2.76102741e-07
 2.10849201e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05342667 0.08149777 0.08281198 0.06086883 0.02964965 0.02590252
 0.02228528 0.10200094 0.07788648]
L2 term: [1.44787714e-07 2.20861165e-07 2.24422702e-07 1.64956178e-07
 8.03513458e-08 7.01965272e-08 6.03937157e-08 2.76425310e-07
 2.11074463e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05348478 0.08158071 0.08288597 0.06093088 0.02969113 0.02590144
 0.02229936 0.10211991 0.07796956]
L2 term: [1.44945210e-07 2.21085931e-07 2.24623213e-07 1.65124343e-07
 8.04637717e-08 7.01936057e-08 6.04318770e-08 2.76747717e-07
 2.11299627e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05354286 0.0816636  0.08295991 0.06099288 0.02973261 0.02590033
 0.02231343 0.10223882 0.07805261]
L2 term: [1.45102606e-07 2.21310578e-07 2.24823614e-07 1.65292366e-07
 8.05761821e-08 7.01905995e-08 6.04700034e-08 2.77069962e-07
 2.11524693e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0536009  0.08174645 0.08303382 0.06105483 0.02977408 0.02589919
 0.02232749 0.10235766 0.07813562]
L2 term: [1.45259900e-07 2.21535106e-07 2.25023905e-07 1.65460245e-07
 8.06885771e-08 7.01875086e-08 6.05080950e-08 2.77392044e-07
 2.11749661e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05365891 0.08182926 0.08310769 0.06111673 0.02981555 0.02589802
 0.02234153 0.10247645 0.0782186 ]
L2 term: [1.45417095e-07 2.21759514e-07 2.25224086e-07 1.65627982e-07
 8.08009568e-08 7.01843333e-08 6.05461519e-08 2.77713965e-07
 2.11974530e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05371688 0.08191202 0.08318151 0.06117857 0.02985702 0.02589682
 0.02235556 0.10259518 0.07830154]
L2 term: [1.45574188e-07 2.21983803e-07 2.25424156e-07 1.65795576e-07
 8.09133211e-08 7.01810735e-08 6.05841740e-08 2.78035725e-07
 2.12199301e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05377481 0.08199474 0.0832553  0.06124036 0.02989847 0.02589558
 0.02236958 0.10271385 0.07838445]
L2 term: [1.45731182e-07 2.22207972e-07 2.25624116e-07 1.65963027e-07
 8.10256700e-08 7.01777293e-08 6.06221613e-08 2.78357323e-07
 2.12423974e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0538327  0.08207742 0.08332904 0.06130209 0.02993992 0.02589432
 0.02238358 0.10283246 0.07846731]
L2 term: [1.45888075e-07 2.22432023e-07 2.25823966e-07 1.66130336e-07
 8.11380035e-08 7.01743009e-08 6.06601140e-08 2.78678759e-07
 2.12648549e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05389056 0.08216005 0.08340275 0.06136378 0.02998137 0.02589302
 0.02239757 0.10295101 0.07855015]
L2 term: [1.46044867e-07 2.22655954e-07 2.26023707e-07 1.66297502e-07
 8.12503216e-08 7.01707883e-08 6.06980320e-08 2.79000034e-07
 2.12873026e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05394838 0.08224263 0.08347641 0.06142541 0.03002281 0.02589169
 0.02241155 0.1030695  0.07863294]
L2 term: [1.46201560e-07 2.22879767e-07 2.26223337e-07 1.66464526e-07
 8.13626244e-08 7.01671916e-08 6.07359154e-08 2.79321148e-07
 2.13097405e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05400616 0.08232518 0.08355003 0.06148699 0.03006424 0.02589034
 0.02242552 0.10318794 0.0787157 ]
L2 term: [1.46358153e-07 2.23103460e-07 2.26422858e-07 1.66631408e-07
 8.14749118e-08 7.01635109e-08 6.07737642e-08 2.79642101e-07
 2.13321686e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0540639  0.08240768 0.08362362 0.06154852 0.03010567 0.02588895
 0.02243947 0.10330631 0.07879843]
L2 term: [1.46514645e-07 2.23327035e-07 2.26622269e-07 1.66798148e-07
 8.15871839e-08 7.01597462e-08 6.08115784e-08 2.79962893e-07
 2.13545870e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05412161 0.08249013 0.08369716 0.06160999 0.03014709 0.02588753
 0.02245341 0.10342462 0.07888111]
L2 term: [1.46671038e-07 2.23550492e-07 2.26821571e-07 1.66964746e-07
 8.16994405e-08 7.01558977e-08 6.08493580e-08 2.80283525e-07
 2.13769955e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05417928 0.08257254 0.08377066 0.06167141 0.03018851 0.02588608
 0.02246734 0.10354287 0.07896377]
L2 term: [1.46827331e-07 2.23773829e-07 2.27020763e-07 1.67131202e-07
 8.18116819e-08 7.01519655e-08 6.08871031e-08 2.80603995e-07
 2.13993943e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05423692 0.08265491 0.08384412 0.06173278 0.03022992 0.02588459
 0.02248126 0.10366107 0.07904638]
L2 term: [1.46983524e-07 2.23997048e-07 2.27219846e-07 1.67297516e-07
 8.19239078e-08 7.01479496e-08 6.09248138e-08 2.80924305e-07
 2.14217834e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05429452 0.08273723 0.08391754 0.0617941  0.03027133 0.02588308
 0.02249516 0.1037792  0.07912896]
L2 term: [1.47139617e-07 2.24220149e-07 2.27418819e-07 1.67463689e-07
 8.20361184e-08 7.01438501e-08 6.09624900e-08 2.81244455e-07
 2.14441627e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05435208 0.08281952 0.08399093 0.06185537 0.03031273 0.02588154
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L2 term: [1.47295611e-07 2.24443131e-07 2.27617683e-07 1.67629721e-07
 8.21483137e-08 7.01396672e-08 6.10001317e-08 2.81564444e-07
 2.14665322e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05440961 0.08290175 0.08406427 0.06191658 0.03035412 0.02587996
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L2 term: [1.47451505e-07 2.24665995e-07 2.27816438e-07 1.67795611e-07
 8.22604936e-08 7.01354008e-08 6.10377391e-08 2.81884273e-07
 2.14888920e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05446709 0.08298395 0.08413757 0.06197774 0.03039551 0.02587836
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L2 term: [1.47607300e-07 2.24888741e-07 2.28015084e-07 1.67961360e-07
 8.23726581e-08 7.01310511e-08 6.10753121e-08 2.82203942e-07
 2.15112421e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05452455 0.0830661  0.08421083 0.06203885 0.03043689 0.02587672
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L2 term: [1.47762995e-07 2.25111369e-07 2.28213621e-07 1.68126968e-07
 8.24848074e-08 7.01266182e-08 6.11128507e-08 2.82523451e-07
 2.15335824e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05458196 0.0831482  0.08428405 0.06209991 0.03047827 0.02587506
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L2 term: [1.47918591e-07 2.25333879e-07 2.28412049e-07 1.68292436e-07
 8.25969412e-08 7.01221021e-08 6.11503550e-08 2.82842801e-07
 2.15559130e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05463934 0.08323026 0.08435723 0.06216091 0.03051964 0.02587336
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L2 term: [1.48074088e-07 2.25556271e-07 2.28610369e-07 1.68457762e-07
 8.27090598e-08 7.01175029e-08 6.11878251e-08 2.83161990e-07
 2.15782339e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05469668 0.08331228 0.08443037 0.06222187 0.03056101 0.02587163
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L2 term: [1.48229486e-07 2.25778545e-07 2.28808579e-07 1.68622948e-07
 8.28211630e-08 7.01128208e-08 6.12252609e-08 2.83481020e-07
 2.16005451e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05475399 0.08339426 0.08450347 0.06228277 0.03060237 0.02586987
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L2 term: [1.48384784e-07 2.26000701e-07 2.29006681e-07 1.68787993e-07
 8.29332509e-08 7.01080558e-08 6.12626624e-08 2.83799891e-07
 2.16228466e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05481125 0.08347619 0.08457652 0.06234362 0.03064372 0.02586808
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L2 term: [1.48539984e-07 2.26222739e-07 2.29204674e-07 1.68952897e-07
 8.30453234e-08 7.01032080e-08 6.13000298e-08 2.84118602e-07
 2.16451384e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05486849 0.08355808 0.08464954 0.06240442 0.03068507 0.02586626
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L2 term: [1.48695085e-07 2.26444660e-07 2.29402559e-07 1.69117662e-07
 8.31573806e-08 7.00982774e-08 6.13373630e-08 2.84437154e-07
 2.16674205e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05492568 0.08363993 0.08472252 0.06246516 0.03072642 0.02586441
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L2 term: [1.48850086e-07 2.26666464e-07 2.29600336e-07 1.69282286e-07
 8.32694225e-08 7.00932642e-08 6.13746621e-08 2.84755546e-07
 2.16896930e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05498284 0.08372173 0.08479546 0.06252586 0.03076775 0.02586253
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L2 term: [1.49004990e-07 2.26888150e-07 2.29798004e-07 1.69446770e-07
 8.33814491e-08 7.00881685e-08 6.14119271e-08 2.85073780e-07
 2.17119557e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05503996 0.08380349 0.08486836 0.0625865  0.03080909 0.02586062
 0.02267474 0.10530959 0.08019923]
L2 term: [1.49159794e-07 2.27109718e-07 2.29995564e-07 1.69611114e-07
 8.34934603e-08 7.00829903e-08 6.14491579e-08 2.85391855e-07
 2.17342088e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05509705 0.0838852  0.08494122 0.06264709 0.03085041 0.02585868
 0.02268846 0.10542691 0.08028131]
L2 term: [1.49314500e-07 2.27331170e-07 2.30193016e-07 1.69775319e-07
 8.36054563e-08 7.00777297e-08 6.14863548e-08 2.85709771e-07
 2.17564522e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0551541  0.08396687 0.08501404 0.06270763 0.03089173 0.02585671
 0.02270218 0.10554416 0.08036335]
L2 term: [1.49469107e-07 2.27552504e-07 2.30390359e-07 1.69939383e-07
 8.37174369e-08 7.00723868e-08 6.15235176e-08 2.86027529e-07
 2.17786860e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05521111 0.0840485  0.08508682 0.06276812 0.03093305 0.02585471
 0.02271588 0.10566135 0.08044536]
L2 term: [1.49623616e-07 2.27773721e-07 2.30587595e-07 1.70103308e-07
 8.38294022e-08 7.00669617e-08 6.15606464e-08 2.86345128e-07
 2.18009101e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05526809 0.08413009 0.08515956 0.06282856 0.03097436 0.02585268
 0.02272957 0.10577849 0.08052733]
L2 term: [1.49778027e-07 2.27994821e-07 2.30784723e-07 1.70267094e-07
 8.39413522e-08 7.00614545e-08 6.15977413e-08 2.86662568e-07
 2.18231245e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05532503 0.08421163 0.08523226 0.06288894 0.03101566 0.02585061
 0.02274324 0.10589556 0.08060927]
L2 term: [1.49932339e-07 2.28215804e-07 2.30981743e-07 1.70430740e-07
 8.40532869e-08 7.00558652e-08 6.16348022e-08 2.86979851e-07
 2.18453294e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05538194 0.08429313 0.08530492 0.06294928 0.03105696 0.02584852
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L2 term: [1.50086553e-07 2.28436670e-07 2.31178655e-07 1.70594247e-07
 8.41652063e-08 7.00501939e-08 6.16718292e-08 2.87296975e-07
 2.18675246e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05543881 0.08437459 0.08537754 0.06300956 0.03109825 0.0258464
 0.02277056 0.10612954 0.08077303]
L2 term: [1.50240669e-07 2.28657420e-07 2.31375460e-07 1.70757615e-07
 8.42771105e-08 7.00444408e-08 6.17088223e-08 2.87613941e-07
 2.18897101e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05549564 0.084456   0.08545013 0.06306979 0.03113954 0.02584425
 0.02278419 0.10624645 0.08085486]
L2 term: [1.50394686e-07 2.28878052e-07 2.31572157e-07 1.70920844e-07
 8.43889993e-08 7.00386059e-08 6.17457816e-08 2.87930749e-07
 2.19118861e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05555244 0.08453737 0.08552267 0.06312997 0.03118082 0.02584206
 0.02279782 0.10636329 0.08093665]
L2 term: [1.50548606e-07 2.29098568e-07 2.31768746e-07 1.71083934e-07
 8.45008728e-08 7.00326893e-08 6.17827071e-08 2.88247399e-07
 2.19340524e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0556092  0.0846187  0.08559517 0.0631901  0.0312221  0.02583985
 0.02281143 0.10648008 0.08101841]
L2 term: [1.50702428e-07 2.29318968e-07 2.31965229e-07 1.71246886e-07
 8.46127310e-08 7.00266911e-08 6.18195987e-08 2.88563892e-07
 2.19562091e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05566592 0.08469998 0.08566763 0.06325018 0.03126337 0.02583761
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L2 term: [1.50856152e-07 2.29539251e-07 2.32161604e-07 1.71409699e-07
 8.47245740e-08 7.00206113e-08 6.18564566e-08 2.88880227e-07
 2.19783562e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05572261 0.08478123 0.08574005 0.06331021 0.03130463 0.02583533
 0.02283862 0.10671347 0.08118182]
L2 term: [1.51009778e-07 2.29759418e-07 2.32357871e-07 1.71572373e-07
 8.48364016e-08 7.00144501e-08 6.18932808e-08 2.89196405e-07
 2.20004938e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05577926 0.08486242 0.08581244 0.06337018 0.03134589 0.02583303
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L2 term: [1.51163307e-07 2.29979469e-07 2.32554032e-07 1.71734909e-07
 8.49482140e-08 7.00082075e-08 6.19300713e-08 2.89512425e-07
 2.20226217e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05583588 0.08494358 0.08588478 0.06343011 0.03138714 0.0258307
 0.02286576 0.10694664 0.08134509]
L2 term: [1.51316738e-07 2.30199403e-07 2.32750085e-07 1.71897306e-07
 8.50600111e-08 7.00018836e-08 6.19668281e-08 2.89828288e-07
 2.20447401e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05589246 0.08502469 0.08595709 0.06348998 0.03142839 0.02582833
 0.02287931 0.10706313 0.08142667]
L2 term: [1.51470071e-07 2.30419221e-07 2.32946031e-07 1.72059566e-07
 8.51717929e-08 6.99954785e-08 6.20035512e-08 2.90143994e-07
 2.20668488e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.055949   0.08510576 0.08602935 0.0635498  0.03146963 0.02582594
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L2 term: [1.51623307e-07 2.30638923e-07 2.33141871e-07 1.72221687e-07
 8.52835595e-08 6.99889923e-08 6.20402407e-08 2.90459543e-07
 2.20889481e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05600551 0.08518679 0.08610158 0.06360957 0.03151087 0.02582351
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L2 term: [1.51776446e-07 2.30858509e-07 2.33337603e-07 1.72383671e-07
 8.53953108e-08 6.99824250e-08 6.20768967e-08 2.90774936e-07
 2.21110377e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05606198 0.08526777 0.08617376 0.0636693  0.0315521  0.02582106
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L2 term: [1.51929487e-07 2.31077980e-07 2.33533229e-07 1.72545517e-07
 8.55070468e-08 6.99757768e-08 6.21135190e-08 2.91090171e-07
 2.21331178e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05611842 0.08534872 0.08624591 0.06372897 0.03159333 0.02581858
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L2 term: [1.52082431e-07 2.31297334e-07 2.33728749e-07 1.72707225e-07
 8.56187675e-08 6.99690478e-08 6.21501079e-08 2.91405250e-07
 2.21551883e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05617482 0.08542962 0.08631802 0.06378859 0.03163454 0.02581607
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L2 term: [1.52235278e-07 2.31516573e-07 2.33924161e-07 1.72868795e-07
 8.57304730e-08 6.99622379e-08 6.21866632e-08 2.91720172e-07
 2.21772493e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05623118 0.08551047 0.08639008 0.06384815 0.03167576 0.02581352
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L2 term: [1.52388028e-07 2.31735696e-07 2.34119467e-07 1.73030229e-07
 8.58421633e-08 6.99553473e-08 6.22231850e-08 2.92034938e-07
 2.21993008e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05628751 0.08559129 0.08646211 0.06390767 0.03171697 0.02581095
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L2 term: [1.52540681e-07 2.31954704e-07 2.34314667e-07 1.73191525e-07
 8.59538382e-08 6.99483762e-08 6.22596734e-08 2.92349548e-07
 2.22213427e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0563438  0.08567206 0.0865341  0.06396714 0.03175817 0.02580835
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L2 term: [1.52693236e-07 2.32173596e-07 2.34509760e-07 1.73352683e-07
 8.60654980e-08 6.99413245e-08 6.22961284e-08 2.92664001e-07
 2.22433751e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05640006 0.08575279 0.08660605 0.06402656 0.03179937 0.02580572
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L2 term: [1.52845695e-07 2.32392373e-07 2.34704748e-07 1.73513705e-07
 8.61771424e-08 6.99341923e-08 6.23325500e-08 2.92978299e-07
 2.22653980e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05645628 0.08583347 0.08667796 0.06408592 0.03184056 0.02580306
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L2 term: [1.52998058e-07 2.32611034e-07 2.34899628e-07 1.73674590e-07
 8.62887717e-08 6.99269798e-08 6.23689382e-08 2.93292440e-07
 2.22874114e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05651247 0.08591412 0.08674983 0.06414524 0.03188174 0.02580036
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L2 term: [1.53150323e-07 2.32829580e-07 2.35094403e-07 1.73835338e-07
 8.64003857e-08 6.99196870e-08 6.24052931e-08 2.93606426e-07
 2.23094152e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05656862 0.08599472 0.08682167 0.06420451 0.03192292 0.02579764
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L2 term: [1.53302492e-07 2.33048012e-07 2.35289072e-07 1.73995949e-07
 8.65119844e-08 6.99123139e-08 6.24416147e-08 2.93920256e-07
 2.23314096e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05662473 0.08607527 0.08689346 0.06426372 0.0319641  0.02579489
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L2 term: [1.53454565e-07 2.33266328e-07 2.35483635e-07 1.74156423e-07
 8.66235679e-08 6.99048608e-08 6.24779030e-08 2.94233930e-07
 2.23533945e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05668081 0.08615579 0.08696522 0.06432289 0.03200527 0.02579211
 0.02306772 0.10868801 0.08256511]
L2 term: [1.53606540e-07 2.33484529e-07 2.35678092e-07 1.74316762e-07
 8.67351362e-08 6.98973276e-08 6.25141581e-08 2.94547449e-07
 2.23753698e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05673686 0.08623626 0.08703693 0.064382   0.03204643 0.0257893
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L2 term: [1.53758420e-07 2.33702615e-07 2.35872443e-07 1.74476963e-07
 8.68466892e-08 6.98897145e-08 6.25503799e-08 2.94860813e-07
 2.23973357e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05679286 0.0863167  0.08710861 0.06444106 0.03208759 0.02578647
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L2 term: [1.53910203e-07 2.33920586e-07 2.36066689e-07 1.74637029e-07
 8.69582270e-08 6.98820215e-08 6.25865686e-08 2.95174021e-07
 2.24192921e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05684884 0.08639709 0.08718025 0.06450008 0.03212874 0.0257836
 0.02310779 0.10903473 0.08280817]
L2 term: [1.54061890e-07 2.34138443e-07 2.36260829e-07 1.74796958e-07
 8.70697496e-08 6.98742487e-08 6.26227240e-08 2.95487075e-07
 2.24412391e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05690477 0.08647743 0.08725184 0.06455904 0.03216988 0.0257807
 0.02312111 0.10915019 0.08288912]
L2 term: [1.54213481e-07 2.34356185e-07 2.36454863e-07 1.74956752e-07
 8.71812569e-08 6.98663962e-08 6.26588464e-08 2.95799973e-07
 2.24631766e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05696068 0.08655774 0.0873234  0.06461796 0.03221102 0.02577777
 0.02313443 0.10926559 0.08297004]
L2 term: [1.54364975e-07 2.34573812e-07 2.36648792e-07 1.75116409e-07
 8.72927491e-08 6.98584641e-08 6.26949356e-08 2.96112716e-07
 2.24851046e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05701654 0.086638   0.08739493 0.06467682 0.03225216 0.02577482
 0.02314774 0.10938094 0.08305092]
L2 term: [1.54516374e-07 2.34791325e-07 2.36842616e-07 1.75275931e-07
 8.74042260e-08 6.98504524e-08 6.27309917e-08 2.96425305e-07
 2.25070232e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05707237 0.08671822 0.08746641 0.06473563 0.03229329 0.02577183
 0.02316103 0.10949623 0.08313176]
L2 term: [1.54667676e-07 2.35008723e-07 2.37036334e-07 1.75435317e-07
 8.75156877e-08 6.98423613e-08 6.27670148e-08 2.96737739e-07
 2.25289323e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05712817 0.0867984  0.08753785 0.0647944  0.03233441 0.02576882
 0.02317431 0.10961146 0.08321257]
L2 term: [1.54818883e-07 2.35226007e-07 2.37229947e-07 1.75594568e-07
 8.76271342e-08 6.98341908e-08 6.28030049e-08 2.97050019e-07
 2.25508320e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05718393 0.08687853 0.08760925 0.06485311 0.03237553 0.02576577
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L2 term: [1.54969994e-07 2.35443177e-07 2.37423455e-07 1.75753683e-07
 8.77385655e-08 6.98259410e-08 6.28389620e-08 2.97362144e-07
 2.25727222e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05723965 0.08695863 0.08768062 0.06491177 0.03241664 0.0257627
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L2 term: [1.55121009e-07 2.35660233e-07 2.37616858e-07 1.75912663e-07
 8.78499815e-08 6.98176119e-08 6.28748861e-08 2.97674115e-07
 2.25946031e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05729534 0.08703868 0.08775195 0.06497039 0.03245775 0.0257596
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L2 term: [1.55271929e-07 2.35877174e-07 2.37810156e-07 1.76071508e-07
 8.79613824e-08 6.98092038e-08 6.29107772e-08 2.97985931e-07
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lambda_param: 0.001
m: 369
theta[1:]: [0.057351   0.08711869 0.08782324 0.06502895 0.03249885 0.02575646
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L2 term: [1.55422753e-07 2.36094002e-07 2.38003349e-07 1.76230218e-07
 8.80727681e-08 6.98007166e-08 6.29466355e-08 2.98297594e-07
 2.26383365e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05740661 0.08719865 0.08789449 0.06508746 0.03253995 0.0257533
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L2 term: [1.55573481e-07 2.36310715e-07 2.38196437e-07 1.76388793e-07
 8.81841385e-08 6.97921504e-08 6.29824608e-08 2.98609102e-07
 2.26601891e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0574622  0.08727858 0.0879657  0.06514593 0.03258104 0.02575011
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L2 term: [1.55724114e-07 2.36527315e-07 2.38389421e-07 1.76547233e-07
 8.82954938e-08 6.97835054e-08 6.30182533e-08 2.98920457e-07
 2.26820322e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05751775 0.08735846 0.08803687 0.06520434 0.03262212 0.02574689
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L2 term: [1.55874652e-07 2.36743801e-07 2.38582299e-07 1.76705538e-07
 8.84068339e-08 6.97747815e-08 6.30540130e-08 2.99231658e-07
 2.27038660e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05757326 0.0874383  0.088108   0.06526271 0.0326632  0.02574365
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L2 term: [1.56025094e-07 2.36960173e-07 2.38775074e-07 1.76863709e-07
 8.85181587e-08 6.97659789e-08 6.30897399e-08 2.99542705e-07
 2.27256904e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05762874 0.0875181  0.0881791  0.06532102 0.03270427 0.02574037
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L2 term: [1.56175441e-07 2.37176432e-07 2.38967744e-07 1.77021745e-07
 8.86294684e-08 6.97570977e-08 6.31254340e-08 2.99853599e-07
 2.27475055e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05768418 0.08759786 0.08825015 0.06537929 0.03274534 0.02573706
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L2 term: [1.56325693e-07 2.37392577e-07 2.39160309e-07 1.77179647e-07
 8.87407630e-08 6.97481379e-08 6.31610954e-08 3.00164340e-07
 2.27693111e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05773959 0.08767758 0.08832117 0.06543751 0.0327864  0.02573373
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L2 term: [1.56475850e-07 2.37608608e-07 2.39352770e-07 1.77337415e-07
 8.88520423e-08 6.97390996e-08 6.31967240e-08 3.00474927e-07
 2.27911074e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05779496 0.08775725 0.08839215 0.06549567 0.03282746 0.02573036
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L2 term: [1.56625912e-07 2.37824527e-07 2.39545127e-07 1.77495048e-07
 8.89633065e-08 6.97299830e-08 6.32323199e-08 3.00785361e-07
 2.28128943e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0578503  0.08783688 0.08846309 0.06555379 0.03286851 0.02572697
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L2 term: [1.56775879e-07 2.38040332e-07 2.39737379e-07 1.77652548e-07
 8.90745554e-08 6.97207880e-08 6.32678832e-08 3.01095643e-07
 2.28346718e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0579056  0.08791647 0.088534   0.06561186 0.03290956 0.02572355
 0.02335896 0.11121873 0.08434026]
L2 term: [1.56925752e-07 2.38256023e-07 2.39929528e-07 1.77809913e-07
 8.91857892e-08 6.97115147e-08 6.33034139e-08 3.01405771e-07
 2.28564400e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05796087 0.08799602 0.08860486 0.06566988 0.0329506  0.0257201
 0.02337206 0.11133311 0.08442055]
L2 term: [1.57075529e-07 2.38471602e-07 2.40121573e-07 1.77967145e-07
 8.92970079e-08 6.97021634e-08 6.33389119e-08 3.01715746e-07
 2.28781988e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0580161  0.08807553 0.08867569 0.06572785 0.03299163 0.02571662
 0.02338515 0.11144743 0.08450081]
L2 term: [1.57225212e-07 2.38687067e-07 2.40313513e-07 1.78124243e-07
 8.94082113e-08 6.96927339e-08 6.33743774e-08 3.02025569e-07
 2.28999483e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0580713  0.08815499 0.08874647 0.06578577 0.03303266 0.02571311
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L2 term: [1.57374800e-07 2.38902420e-07 2.40505350e-07 1.78281208e-07
 8.95193996e-08 6.96832265e-08 6.34098103e-08 3.02335239e-07
 2.29216885e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05812646 0.08823442 0.08881722 0.06584364 0.03307368 0.02570957
 0.02341128 0.11167592 0.08466122]
L2 term: [1.57524293e-07 2.39117660e-07 2.40697083e-07 1.78438039e-07
 8.96305728e-08 6.96736411e-08 6.34452107e-08 3.02644757e-07
 2.29434193e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05818159 0.0883138  0.08888793 0.06590146 0.0331147  0.02570601
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L2 term: [1.57673692e-07 2.39332786e-07 2.40888712e-07 1.78594737e-07
 8.97417308e-08 6.96639779e-08 6.34805786e-08 3.02954122e-07
 2.29651408e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05823669 0.08839314 0.08895861 0.06595923 0.03315571 0.02570241
 0.02343737 0.11190417 0.08482149]
L2 term: [1.57822997e-07 2.39547800e-07 2.41080238e-07 1.78751302e-07
 8.98528736e-08 6.96542370e-08 6.35159140e-08 3.03263335e-07
 2.29868530e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05829174 0.08847244 0.08902924 0.06601695 0.03319672 0.02569879
 0.0234504  0.11201821 0.08490157]
L2 term: [1.57972207e-07 2.39762702e-07 2.41271660e-07 1.78907734e-07
 8.99640013e-08 6.96444183e-08 6.35512170e-08 3.03572396e-07
 2.30085559e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05834677 0.08855169 0.08909984 0.06607463 0.03323772 0.02569514
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L2 term: [1.58121324e-07 2.39977491e-07 2.41462979e-07 1.79064033e-07
 9.00751138e-08 6.96345221e-08 6.35864876e-08 3.03881305e-07
 2.30302495e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05840176 0.08863091 0.0891704  0.06613225 0.03327871 0.02569146
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L2 term: [1.58270346e-07 2.40192167e-07 2.41654194e-07 1.79220199e-07
 9.01862112e-08 6.96245484e-08 6.36217258e-08 3.04190062e-07
 2.30519338e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05845671 0.08871008 0.08924092 0.06618983 0.0333197  0.02568775
 0.02348941 0.11236001 0.08514162]
L2 term: [1.58419273e-07 2.40406731e-07 2.41845306e-07 1.79376232e-07
 9.02972934e-08 6.96144973e-08 6.36569316e-08 3.04498667e-07
 2.30736087e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05851163 0.08878922 0.0893114  0.06624736 0.03336069 0.02568401
 0.02350239 0.11247383 0.08522156]
L2 term: [1.58568107e-07 2.40621182e-07 2.42036315e-07 1.79532132e-07
 9.04083605e-08 6.96043688e-08 6.36921051e-08 3.04807121e-07
 2.30952745e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05856652 0.08886831 0.08938184 0.06630484 0.03340166 0.02568025
 0.02351535 0.11258759 0.08530147]
L2 term: [1.58716847e-07 2.40835521e-07 2.42227220e-07 1.79687900e-07
 9.05194125e-08 6.95941630e-08 6.37272463e-08 3.05115423e-07
 2.31169309e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05862137 0.08894736 0.08945225 0.06636226 0.03344264 0.02567645
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L2 term: [1.58865493e-07 2.41049748e-07 2.42418023e-07 1.79843536e-07
 9.06304493e-08 6.95838801e-08 6.37623552e-08 3.05423574e-07
 2.31385780e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05867618 0.08902637 0.08952262 0.06641965 0.0334836  0.02567263
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L2 term: [1.59014045e-07 2.41263863e-07 2.42608722e-07 1.79999040e-07
 9.07414710e-08 6.95735200e-08 6.37974319e-08 3.05731573e-07
 2.31602159e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05873096 0.08910533 0.08959295 0.06647698 0.03352456 0.02566878
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L2 term: [1.59162503e-07 2.41477866e-07 2.42799319e-07 1.80154411e-07
 9.08524775e-08 6.95630829e-08 6.38324763e-08 3.06039421e-07
 2.31818445e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05878571 0.08918426 0.08966324 0.06653426 0.03356552 0.0256649
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L2 term: [1.59310868e-07 2.41691757e-07 2.42989813e-07 1.80309650e-07
 9.09634690e-08 6.95525689e-08 6.38674886e-08 3.06347118e-07
 2.32034639e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05884042 0.08926314 0.0897335  0.0665915  0.03360647 0.02566099
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L2 term: [1.59459139e-07 2.41905536e-07 2.43180204e-07 1.80464757e-07
 9.10744453e-08 6.95419780e-08 6.39024687e-08 3.06654664e-07
 2.32250740e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0588951  0.08934199 0.08980371 0.06664868 0.03364741 0.02565705
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L2 term: [1.59607317e-07 2.42119203e-07 2.43370492e-07 1.80619733e-07
 9.11854064e-08 6.95313103e-08 6.39374166e-08 3.06962059e-07
 2.32466748e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05894974 0.08942079 0.08987389 0.06670582 0.03368835 0.02565309
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L2 term: [1.59755401e-07 2.42332759e-07 2.43560678e-07 1.80774577e-07
 9.12963525e-08 6.95205658e-08 6.39723324e-08 3.07269304e-07
 2.32682665e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05900435 0.08949955 0.08994403 0.06676291 0.03372929 0.0256491
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L2 term: [1.59903391e-07 2.42546203e-07 2.43750761e-07 1.80929289e-07
 9.14072835e-08 6.95097448e-08 6.40072162e-08 3.07576398e-07
 2.32898489e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05905893 0.08957827 0.09001413 0.06681995 0.03377022 0.02564507
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L2 term: [1.60051289e-07 2.42759535e-07 2.43940742e-07 1.81083870e-07
 9.15181993e-08 6.94988472e-08 6.40420679e-08 3.07883341e-07
 2.33114220e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05911347 0.08965695 0.0900842  0.06687694 0.03381114 0.02564103
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L2 term: [1.60199093e-07 2.42972756e-07 2.44130621e-07 1.81238319e-07
 9.16291000e-08 6.94878731e-08 6.40768876e-08 3.08190134e-07
 2.33329860e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05916797 0.08973558 0.09015423 0.06693388 0.03385205 0.02563695
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L2 term: [1.60346804e-07 2.43185865e-07 2.44320397e-07 1.81392637e-07
 9.17399856e-08 6.94768227e-08 6.41116752e-08 3.08496776e-07
 2.33545407e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05922244 0.08981418 0.09022422 0.06699078 0.03389297 0.02563284
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L2 term: [1.60494422e-07 2.43398863e-07 2.44510071e-07 1.81546824e-07
 9.18508562e-08 6.94656959e-08 6.41464309e-08 3.08803268e-07
 2.33760862e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05927688 0.08989274 0.09029417 0.06704762 0.03393387 0.02562871
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L2 term: [1.60641947e-07 2.43611750e-07 2.44699643e-07 1.81700880e-07
 9.19617116e-08 6.94544929e-08 6.41811547e-08 3.09109611e-07
 2.33976226e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05933128 0.08997125 0.09036408 0.06710442 0.03397477 0.02562455
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L2 term: [1.60789379e-07 2.43824526e-07 2.44889113e-07 1.81854806e-07
 9.20725519e-08 6.94432138e-08 6.42158465e-08 3.09415803e-07
 2.34191497e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05938565 0.09004972 0.09043396 0.06716117 0.03401567 0.02562036
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L2 term: [1.60936718e-07 2.44037190e-07 2.45078480e-07 1.82008600e-07
 9.21833771e-08 6.94318585e-08 6.42505064e-08 3.09721845e-07
 2.34406676e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05943998 0.09012816 0.0905038  0.06721788 0.03405656 0.02561614
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L2 term: [1.61083964e-07 2.44249744e-07 2.45267746e-07 1.82162264e-07
 9.22941872e-08 6.94204273e-08 6.42851345e-08 3.10027738e-07
 2.34621764e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05949428 0.09020655 0.0905736  0.06727453 0.03409744 0.02561189
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L2 term: [1.61231118e-07 2.44462186e-07 2.45456911e-07 1.82315797e-07
 9.24049823e-08 6.94089202e-08 6.43197307e-08 3.10333481e-07
 2.34836759e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05954855 0.0902849  0.09064336 0.06733113 0.03413832 0.02560762
 0.02374673 0.11462582 0.08673406]
L2 term: [1.61378179e-07 2.44674518e-07 2.45645973e-07 1.82469200e-07
 9.25157622e-08 6.93973372e-08 6.43542951e-08 3.10639074e-07
 2.35051663e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05960278 0.09036321 0.09071309 0.06738769 0.03417919 0.02560332
 0.02375948 0.11473853 0.08681333]
L2 term: [1.61525147e-07 2.44886739e-07 2.45834934e-07 1.82622472e-07
 9.26265271e-08 6.93856784e-08 6.43888277e-08 3.10944518e-07
 2.35266476e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05965698 0.09044148 0.09078278 0.0674442  0.03422006 0.02559899
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L2 term: [1.61672023e-07 2.45098849e-07 2.46023793e-07 1.82775614e-07
 9.27372769e-08 6.93739440e-08 6.44233286e-08 3.11249813e-07
 2.35481196e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05971114 0.0905197  0.09085243 0.06750066 0.03426092 0.02559463
 0.02378493 0.11496378 0.08697176]
L2 term: [1.61818806e-07 2.45310848e-07 2.46212551e-07 1.82928626e-07
 9.28480116e-08 6.93621340e-08 6.44577977e-08 3.11554958e-07
 2.35695826e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05976527 0.09059789 0.09092205 0.06755708 0.03430177 0.02559024
 0.02379763 0.11507632 0.08705092]
L2 term: [1.61965497e-07 2.45522737e-07 2.46401207e-07 1.83081508e-07
 9.29587312e-08 6.93502484e-08 6.44922352e-08 3.11859955e-07
 2.35910363e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05981936 0.09067604 0.09099162 0.06761344 0.03434262 0.02558583
 0.02381033 0.11518881 0.08713005]
L2 term: [1.62112096e-07 2.45734516e-07 2.46589762e-07 1.83234260e-07
 9.30694358e-08 6.93382874e-08 6.45266409e-08 3.12164802e-07
 2.36124809e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05987342 0.09075414 0.09106116 0.06766976 0.03438347 0.02558139
 0.02382301 0.11530125 0.08720915]
L2 term: [1.62258602e-07 2.45946184e-07 2.46778215e-07 1.83386883e-07
 9.31801253e-08 6.93262511e-08 6.45610150e-08 3.12469501e-07
 2.36339164e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05992745 0.09083221 0.09113066 0.06772603 0.03442431 0.02557692
 0.02383569 0.11541362 0.08728821]
L2 term: [1.62405016e-07 2.46157742e-07 2.46966568e-07 1.83539376e-07
 9.32907997e-08 6.93141394e-08 6.45953575e-08 3.12774051e-07
 2.36553428e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.05998144 0.09091023 0.09120013 0.06778225 0.03446514 0.02557242
 0.02384835 0.11552595 0.08736724]
L2 term: [1.62551338e-07 2.46369189e-07 2.47154819e-07 1.83691739e-07
 9.34014591e-08 6.93019526e-08 6.46296684e-08 3.13078452e-07
 2.36767600e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0600354  0.09098821 0.09126956 0.06783843 0.03450597 0.0255679
 0.023861   0.11563822 0.08744624]
L2 term: [1.62697569e-07 2.46580526e-07 2.47342969e-07 1.83843973e-07
 9.35121033e-08 6.92896906e-08 6.46639477e-08 3.13382705e-07
 2.36981681e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06008933 0.09106616 0.09133895 0.06789455 0.03454679 0.02556334
 0.02387363 0.11575043 0.0875252 ]
L2 term: [1.62843707e-07 2.46791754e-07 2.47531018e-07 1.83996077e-07
 9.36227326e-08 6.92773535e-08 6.46981955e-08 3.13686809e-07
 2.37195671e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06014322 0.09114406 0.0914083  0.06795063 0.0345876  0.02555876
 0.02388626 0.11586259 0.08760413]
L2 term: [1.62989753e-07 2.47002871e-07 2.47718967e-07 1.84148052e-07
 9.37333468e-08 6.92649415e-08 6.47324117e-08 3.13990765e-07
 2.37409570e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06019708 0.09122192 0.09147761 0.06800666 0.03462842 0.02555416
 0.02389887 0.1159747  0.08768303]
L2 term: [1.63135708e-07 2.47213878e-07 2.47906814e-07 1.84299899e-07
 9.38439459e-08 6.92524546e-08 6.47665965e-08 3.14294573e-07
 2.37623378e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0602509  0.09129974 0.09154689 0.06806265 0.03466922 0.02554952
 0.02391148 0.11608675 0.08776189]
L2 term: [1.63281571e-07 2.47424775e-07 2.48094561e-07 1.84451616e-07
 9.39545300e-08 6.92398928e-08 6.48007498e-08 3.14598232e-07
 2.37837095e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06030469 0.09137752 0.09161613 0.06811858 0.03471002 0.02554486
 0.02392407 0.11619874 0.08784072]
L2 term: [1.63427342e-07 2.47635563e-07 2.48282207e-07 1.84603204e-07
 9.40650990e-08 6.92272564e-08 6.48348716e-08 3.14901744e-07
 2.38050721e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06035844 0.09145526 0.09168534 0.06817447 0.03475082 0.02554017
 0.02393665 0.11631068 0.08791951]
L2 term: [1.63573021e-07 2.47846241e-07 2.48469753e-07 1.84754664e-07
 9.41756530e-08 6.92145452e-08 6.48689621e-08 3.15205108e-07
 2.38264257e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06041217 0.09153296 0.09175451 0.06823031 0.0347916  0.02553545
 0.02394921 0.11642257 0.08799827]
L2 term: [1.63718609e-07 2.48056809e-07 2.48657198e-07 1.84905995e-07
 9.42861920e-08 6.92017595e-08 6.49030211e-08 3.15508324e-07
 2.38477701e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06046586 0.09161062 0.09182364 0.06828611 0.03483239 0.0255307
 0.02396177 0.1165344  0.088077  ]
L2 term: [1.63864106e-07 2.48267268e-07 2.48844543e-07 1.85057197e-07
 9.43967159e-08 6.91888992e-08 6.49370489e-08 3.15811392e-07
 2.38691055e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06051951 0.09168824 0.09189273 0.06834185 0.03487317 0.02552593
 0.02397432 0.11664618 0.08815569]
L2 term: [1.64009511e-07 2.48477617e-07 2.49031787e-07 1.85208271e-07
 9.45072248e-08 6.91759646e-08 6.49710452e-08 3.16114313e-07
 2.38904318e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06057313 0.09176582 0.09196179 0.06839755 0.03491394 0.02552113
 0.02398685 0.11675791 0.08823435]
L2 term: [1.64154825e-07 2.48687857e-07 2.49218931e-07 1.85359217e-07
 9.46177186e-08 6.91629555e-08 6.50050103e-08 3.16417087e-07
 2.39117490e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06062672 0.09184336 0.0920308  0.0684532  0.0349547  0.0255163
 0.02399937 0.11686957 0.08831298]
L2 term: [1.64300048e-07 2.48897987e-07 2.49405975e-07 1.85510034e-07
 9.47281974e-08 6.91498722e-08 6.50389441e-08 3.16719713e-07
 2.39330572e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06068027 0.09192086 0.09209979 0.06850881 0.03499547 0.02551145
 0.02401188 0.11698119 0.08839157]
L2 term: [1.64445179e-07 2.49108008e-07 2.49592918e-07 1.85660724e-07
 9.48386612e-08 6.91367147e-08 6.50728467e-08 3.17022192e-07
 2.39543564e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06073379 0.09199831 0.09216873 0.06856436 0.03503622 0.02550657
 0.02402438 0.11709275 0.08847014]
L2 term: [1.64590220e-07 2.49317920e-07 2.49779762e-07 1.85811285e-07
 9.49491100e-08 6.91234831e-08 6.51067180e-08 3.17324524e-07
 2.39756465e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06078728 0.09207573 0.09223764 0.06861987 0.03507697 0.02550166
 0.02403687 0.11720426 0.08854866]
L2 term: [1.64735169e-07 2.49527723e-07 2.49966506e-07 1.85961719e-07
 9.50595437e-08 6.91101774e-08 6.51405582e-08 3.17626709e-07
 2.39969275e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06084073 0.09215311 0.09230651 0.06867534 0.03511772 0.02549672
 0.02404934 0.11731571 0.08862716]
L2 term: [1.64880027e-07 2.49737417e-07 2.50153149e-07 1.86112025e-07
 9.51699625e-08 6.90967978e-08 6.51743671e-08 3.17928747e-07
 2.40181996e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06089415 0.09223044 0.09237535 0.06873075 0.03515846 0.02549175
 0.02406181 0.11742711 0.08870562]
L2 term: [1.65024795e-07 2.49947002e-07 2.50339693e-07 1.86262203e-07
 9.52803662e-08 6.90833443e-08 6.52081449e-08 3.18230638e-07
 2.40394626e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06094754 0.09230774 0.09244414 0.06878612 0.03519919 0.02548676
 0.02407426 0.11753845 0.08878404]
L2 term: [1.65169472e-07 2.50156478e-07 2.50526137e-07 1.86412254e-07
 9.53907549e-08 6.90698169e-08 6.52418917e-08 3.18532383e-07
 2.40607166e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06100089 0.092385   0.09251291 0.06884144 0.03523992 0.02548174
 0.0240867  0.11764974 0.08886244]
L2 term: [1.65314058e-07 2.50365845e-07 2.50712482e-07 1.86562177e-07
 9.55011286e-08 6.90562159e-08 6.52756073e-08 3.18833981e-07
 2.40819615e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06105421 0.09246221 0.09258163 0.06889672 0.03528064 0.0254767
 0.02409913 0.11776097 0.0889408 ]
L2 term: [1.65458553e-07 2.50575104e-07 2.50898727e-07 1.86711973e-07
 9.56114873e-08 6.90425411e-08 6.53092918e-08 3.19135433e-07
 2.41031975e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06110749 0.09253939 0.09265032 0.06895195 0.03532136 0.02547162
 0.02411155 0.11787216 0.08901913]
L2 term: [1.65602958e-07 2.50784254e-07 2.51084872e-07 1.86861641e-07
 9.57218310e-08 6.90287928e-08 6.53429453e-08 3.19436738e-07
 2.41244245e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06116074 0.09261653 0.09271897 0.06900713 0.03536207 0.02546652
 0.02412395 0.11798328 0.08909742]
L2 term: [1.65747272e-07 2.50993295e-07 2.51270918e-07 1.87011183e-07
 9.58321596e-08 6.90149710e-08 6.53765678e-08 3.19737897e-07
 2.41456424e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06121396 0.09269362 0.09278758 0.06906226 0.03540277 0.0254614
 0.02413635 0.11809436 0.08917568]
L2 term: [1.65891496e-07 2.51202228e-07 2.51456865e-07 1.87160598e-07
 9.59424733e-08 6.90010757e-08 6.54101594e-08 3.20038910e-07
 2.41668514e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06126715 0.09277068 0.09285616 0.06911735 0.03544347 0.02545624
 0.02414873 0.11820538 0.08925391]
L2 term: [1.66035629e-07 2.51411052e-07 2.51642712e-07 1.87309886e-07
 9.60527720e-08 6.89871071e-08 6.54437199e-08 3.20339777e-07
 2.41880514e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0613203  0.09284769 0.0929247  0.06917239 0.03548417 0.02545106
 0.02416111 0.11831634 0.0893321 ]
L2 term: [1.66179672e-07 2.51619768e-07 2.51828460e-07 1.87459047e-07
 9.61630557e-08 6.89730652e-08 6.54772495e-08 3.20640498e-07
 2.42092424e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06137342 0.09292467 0.09299321 0.06922738 0.03552486 0.02544585
 0.02417347 0.11842726 0.08941027]
L2 term: [1.66323625e-07 2.51828376e-07 2.52014109e-07 1.87608081e-07
 9.62733244e-08 6.89589501e-08 6.55107483e-08 3.20941073e-07
 2.42304245e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0614265  0.09300161 0.09306167 0.06928233 0.03556554 0.02544062
 0.02418582 0.11853811 0.0894884 ]
L2 term: [1.66467487e-07 2.52036876e-07 2.52199659e-07 1.87756989e-07
 9.63835781e-08 6.89447619e-08 6.55442161e-08 3.21241503e-07
 2.42515976e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06147955 0.0930785  0.09313011 0.06933723 0.03560622 0.02543535
 0.02419815 0.11864892 0.08956649]
L2 term: [1.66611260e-07 2.52245267e-07 2.52385110e-07 1.87905770e-07
 9.64938169e-08 6.89305007e-08 6.55776531e-08 3.21541787e-07
 2.42727617e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06153257 0.09315536 0.0931985  0.06939208 0.03564689 0.02543007
 0.02421048 0.11875967 0.08964455]
L2 term: [1.66754942e-07 2.52453551e-07 2.52570462e-07 1.88054425e-07
 9.66040406e-08 6.89161664e-08 6.56110593e-08 3.21841926e-07
 2.42939168e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06158556 0.09323218 0.09326686 0.06944689 0.03568756 0.02542475
 0.0242228  0.11887037 0.08972258]
L2 term: [1.66898535e-07 2.52661726e-07 2.52755715e-07 1.88202954e-07
 9.67142494e-08 6.89017593e-08 6.56444346e-08 3.22141919e-07
 2.43150631e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06163851 0.09330895 0.09333518 0.06950165 0.03572822 0.02541941
 0.0242351  0.11898101 0.08980058]
L2 term: [1.67042037e-07 2.52869794e-07 2.52940869e-07 1.88351357e-07
 9.68244432e-08 6.88872794e-08 6.56777792e-08 3.22441767e-07
 2.43362003e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06169143 0.09338569 0.09340347 0.06955636 0.03576888 0.02541404
 0.02424739 0.1190916  0.08987854]
L2 term: [1.67185450e-07 2.53077753e-07 2.53125925e-07 1.88499634e-07
 9.69346221e-08 6.88727267e-08 6.57110930e-08 3.22741470e-07
 2.43573287e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06174432 0.09346239 0.09347172 0.06961103 0.03580953 0.02540864
 0.02425967 0.11920214 0.08995647]
L2 term: [1.67328773e-07 2.53285605e-07 2.53310882e-07 1.88647785e-07
 9.70447859e-08 6.88581013e-08 6.57443761e-08 3.23041027e-07
 2.43784481e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06179717 0.09353905 0.09353993 0.06966565 0.03585017 0.02540322
 0.02427194 0.11931262 0.09003437]
L2 term: [1.67472006e-07 2.53493350e-07 2.53495740e-07 1.88795810e-07
 9.71549348e-08 6.88434034e-08 6.57776286e-08 3.23340440e-07
 2.43995585e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06184999 0.09361566 0.0936081  0.06972023 0.03589081 0.02539777
 0.0242842  0.11942305 0.09011224]
L2 term: [1.67615150e-07 2.53700986e-07 2.53680500e-07 1.88943710e-07
 9.72650688e-08 6.88286329e-08 6.58108503e-08 3.23639709e-07
 2.44206601e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06190278 0.09369224 0.09367624 0.06977476 0.03593144 0.02539229
 0.02429645 0.11953343 0.09019007]
L2 term: [1.67758204e-07 2.53908516e-07 2.53865162e-07 1.89091483e-07
 9.73751878e-08 6.88137900e-08 6.58440414e-08 3.23938832e-07
 2.44417527e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06195553 0.09376878 0.09374435 0.06982924 0.03597207 0.02538678
 0.02430869 0.11964375 0.09026787]
L2 term: [1.67901168e-07 2.54115937e-07 2.54049725e-07 1.89239132e-07
 9.74852918e-08 6.87988748e-08 6.58772019e-08 3.24237811e-07
 2.44628365e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06200825 0.09384528 0.09381242 0.06988368 0.0360127  0.02538125
 0.02432091 0.11975402 0.09034563]
L2 term: [1.68044043e-07 2.54323252e-07 2.54234190e-07 1.89386655e-07
 9.75953808e-08 6.87838872e-08 6.59103318e-08 3.24536645e-07
 2.44839113e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06206094 0.09392174 0.09388045 0.06993807 0.03605331 0.0253757
 0.02433313 0.11986424 0.09042337]
L2 term: [1.68186829e-07 2.54530459e-07 2.54418557e-07 1.89534053e-07
 9.77054550e-08 6.87688274e-08 6.59434311e-08 3.24835335e-07
 2.45049772e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06211359 0.09399816 0.09394844 0.06999241 0.03609392 0.02537011
 0.02434533 0.1199744  0.09050107]
L2 term: [1.68329526e-07 2.54737559e-07 2.54602826e-07 1.89681326e-07
 9.78155141e-08 6.87536955e-08 6.59764999e-08 3.25133881e-07
 2.45260342e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06216622 0.09407454 0.0940164  0.07004671 0.03613453 0.0253645
 0.02435752 0.12008451 0.09057873]
L2 term: [1.68472133e-07 2.54944551e-07 2.54786996e-07 1.89828474e-07
 9.79255583e-08 6.87384916e-08 6.60095382e-08 3.25432282e-07
 2.45470824e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06221881 0.09415088 0.09408432 0.07010096 0.03617513 0.02535887
 0.0243697  0.12019457 0.09065637]
L2 term: [1.68614651e-07 2.55151437e-07 2.54971069e-07 1.89975497e-07
 9.80355876e-08 6.87232156e-08 6.60425460e-08 3.25730540e-07
 2.45681217e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06227136 0.09422718 0.09415221 0.07015516 0.03621573 0.0253532
 0.02438187 0.12030457 0.09073397]
L2 term: [1.68757080e-07 2.55358216e-07 2.55155044e-07 1.90122395e-07
 9.81456020e-08 6.87078677e-08 6.60755233e-08 3.26028653e-07
 2.45891521e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06232389 0.09430344 0.09422006 0.07020932 0.03625632 0.02534751
 0.02439403 0.12041452 0.09081154]
L2 term: [1.68899420e-07 2.55564887e-07 2.55338921e-07 1.90269168e-07
 9.82556014e-08 6.86924480e-08 6.61084702e-08 3.26326623e-07
 2.46101736e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06237638 0.09437967 0.09428788 0.07026344 0.0362969  0.0253418
 0.02440617 0.12052442 0.09088908]
L2 term: [1.69041671e-07 2.55771452e-07 2.55522701e-07 1.90415817e-07
 9.83655858e-08 6.86769566e-08 6.61413866e-08 3.26624449e-07
 2.46311862e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06242883 0.09445585 0.09435566 0.0703175  0.03633748 0.02533605
 0.02441831 0.12063427 0.09096658]
L2 term: [1.69183834e-07 2.55977910e-07 2.55706383e-07 1.90562341e-07
 9.84755554e-08 6.86613934e-08 6.61742727e-08 3.26922131e-07
 2.46521900e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06248126 0.09453199 0.0944234  0.07037153 0.03637805 0.02533028
 0.02443043 0.12074406 0.09104405]
L2 term: [1.69325907e-07 2.56184262e-07 2.55889967e-07 1.90708741e-07
 9.85855100e-08 6.86457586e-08 6.62071285e-08 3.27219670e-07
 2.46731850e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06253365 0.0946081  0.0944911  0.0704255  0.03641862 0.02532449
 0.02444254 0.1208538  0.09112149]
L2 term: [1.69467892e-07 2.56390506e-07 2.56073453e-07 1.90855017e-07
 9.86954496e-08 6.86300523e-08 6.62399538e-08 3.27517065e-07
 2.46941711e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06258601 0.09468416 0.09455877 0.07047943 0.03645918 0.02531867
 0.02445464 0.12096348 0.0911989 ]
L2 term: [1.69609788e-07 2.56596645e-07 2.56256843e-07 1.91001169e-07
 9.88053744e-08 6.86142746e-08 6.62727489e-08 3.27814317e-07
 2.47151484e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06263834 0.09476019 0.09462641 0.07053332 0.03649974 0.02531282
 0.02446673 0.12107312 0.09127627]
L2 term: [1.69751595e-07 2.56802676e-07 2.56440135e-07 1.91147196e-07
 9.89152842e-08 6.85984254e-08 6.63055137e-08 3.28111426e-07
 2.47361168e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06269063 0.09483617 0.09469401 0.07058715 0.03654029 0.02530694
 0.02447881 0.1211827  0.09135361]
L2 term: [1.69893314e-07 2.57008602e-07 2.56623329e-07 1.91293100e-07
 9.90251792e-08 6.85825049e-08 6.63382483e-08 3.28408392e-07
 2.47570764e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06274289 0.09491212 0.09476157 0.07064095 0.03658084 0.02530104
 0.02449088 0.12129222 0.09143092]
L2 term: [1.70034945e-07 2.57214421e-07 2.56806427e-07 1.91438880e-07
 9.91350592e-08 6.85665132e-08 6.63709526e-08 3.28705214e-07
 2.47780272e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06279512 0.09498803 0.0948291  0.07069469 0.03662138 0.02529512
 0.02450294 0.1214017  0.0915082 ]
L2 term: [1.70176487e-07 2.57420133e-07 2.56989427e-07 1.91584536e-07
 9.92449243e-08 6.85504504e-08 6.64036267e-08 3.29001894e-07
 2.47989692e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06284732 0.0950639  0.09489659 0.0707484  0.03666191 0.02528916
 0.02451498 0.12151112 0.09158544]
L2 term: [1.70317941e-07 2.57625740e-07 2.57172330e-07 1.91730069e-07
 9.93547745e-08 6.85343164e-08 6.64362707e-08 3.29298431e-07
 2.48199023e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06289948 0.09513973 0.09496405 0.07080205 0.03670244 0.02528318
 0.02452702 0.12162049 0.09166265]
L2 term: [1.70459306e-07 2.57831240e-07 2.57355136e-07 1.91875478e-07
 9.94646097e-08 6.85181114e-08 6.64688845e-08 3.29594826e-07
 2.48408266e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06295162 0.09521552 0.09503147 0.07085566 0.03674296 0.02527718
 0.02453904 0.12172981 0.09173983]
L2 term: [1.70600584e-07 2.58036635e-07 2.57537846e-07 1.92020763e-07
 9.95744301e-08 6.85018355e-08 6.65014681e-08 3.29891077e-07
 2.48617422e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06300371 0.09529127 0.09509885 0.07090923 0.03678348 0.02527115
 0.02455105 0.12183907 0.09181697]
L2 term: [1.70741773e-07 2.58241923e-07 2.57720458e-07 1.92165926e-07
 9.96842356e-08 6.84854887e-08 6.65340217e-08 3.30187187e-07
 2.48826489e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06305578 0.09536698 0.0951662  0.07096275 0.036824   0.02526509
 0.02456306 0.12194828 0.09189409]
L2 term: [1.70882874e-07 2.58447106e-07 2.57902974e-07 1.92310965e-07
 9.97940262e-08 6.84690712e-08 6.65665451e-08 3.30483154e-07
 2.49035469e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06310781 0.09544266 0.09523351 0.07101622 0.0368645  0.025259
 0.02457505 0.12205744 0.09197117]
L2 term: [1.71023887e-07 2.58652182e-07 2.58085393e-07 1.92455881e-07
 9.99038019e-08 6.84525829e-08 6.65990386e-08 3.30778978e-07
 2.49244361e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06315982 0.09551829 0.09530079 0.07106965 0.036905   0.02525289
 0.02458702 0.12216655 0.09204822]
L2 term: [1.71164812e-07 2.58857153e-07 2.58267715e-07 1.92600674e-07
 1.00013563e-07 6.84360239e-08 6.66315020e-08 3.31074661e-07
 2.49453165e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06321178 0.09559388 0.09536803 0.07112303 0.0369455  0.02524676
 0.02459899 0.1222756  0.09212523]
L2 term: [1.71305650e-07 2.59062019e-07 2.58449941e-07 1.92745344e-07
 1.00123309e-07 6.84193944e-08 6.66639354e-08 3.31370202e-07
 2.49661881e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06326372 0.09566944 0.09543523 0.07117637 0.03698599 0.02524059
 0.02461095 0.12238461 0.09220222]
L2 term: [1.71446400e-07 2.59266778e-07 2.58632070e-07 1.92889892e-07
 1.00233040e-07 6.84026944e-08 6.66963388e-08 3.31665600e-07
 2.49870510e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06331563 0.09574496 0.0955024  0.07122966 0.03702648 0.02523441
 0.02462289 0.12249356 0.09227917]
L2 term: [1.71587062e-07 2.59471433e-07 2.58814103e-07 1.93034317e-07
 1.00342756e-07 6.83859240e-08 6.67287123e-08 3.31960857e-07
 2.50079051e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0633675  0.09582044 0.09556954 0.07128291 0.03706696 0.02522819
 0.02463483 0.12260245 0.09235609]
L2 term: [1.71727636e-07 2.59675981e-07 2.58996040e-07 1.93178619e-07
 1.00452457e-07 6.83690832e-08 6.67610558e-08 3.32255972e-07
 2.50287504e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06341934 0.09589588 0.09563664 0.07133611 0.03710743 0.02522195
 0.02464675 0.1227113  0.09243298]
L2 term: [1.71868123e-07 2.59880425e-07 2.59177880e-07 1.93322799e-07
 1.00562143e-07 6.83521722e-08 6.67933695e-08 3.32550946e-07
 2.50495870e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06347114 0.09597128 0.0957037  0.07138927 0.0371479  0.02521569
 0.02465867 0.12282009 0.09250983]
L2 term: [1.72008522e-07 2.60084763e-07 2.59359625e-07 1.93466857e-07
 1.00671815e-07 6.83351909e-08 6.68256533e-08 3.32845778e-07
 2.50704148e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06352292 0.09604664 0.09577073 0.07144238 0.03718836 0.02520939
 0.02467057 0.12292883 0.09258665]
L2 term: [1.72148834e-07 2.60288996e-07 2.59541273e-07 1.93610792e-07
 1.00781472e-07 6.83181395e-08 6.68579072e-08 3.33140468e-07
 2.50912340e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06357466 0.09612196 0.09583772 0.07149545 0.03722882 0.02520308
 0.02468246 0.12303752 0.09266344]
L2 term: [1.72289058e-07 2.60493123e-07 2.59722825e-07 1.93754605e-07
 1.00891113e-07 6.83010181e-08 6.68901313e-08 3.33435017e-07
 2.51120443e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06362637 0.09619725 0.09590468 0.07154847 0.03726927 0.02519673
 0.02469434 0.12314616 0.0927402 ]
L2 term: [1.72429195e-07 2.60697146e-07 2.59904281e-07 1.93898296e-07
 1.01000740e-07 6.82838267e-08 6.69223257e-08 3.33729425e-07
 2.51328460e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06367805 0.09627249 0.0959716  0.07160145 0.03730972 0.02519036
 0.02470621 0.12325474 0.09281693]
L2 term: [1.72569245e-07 2.60901063e-07 2.60085641e-07 1.94041866e-07
 1.01110352e-07 6.82665653e-08 6.69544902e-08 3.34023692e-07
 2.51536389e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0637297  0.0963477  0.09603849 0.07165438 0.03735016 0.02518397
 0.02471806 0.12336327 0.09289362]
L2 term: [1.72709208e-07 2.61104876e-07 2.60266905e-07 1.94185313e-07
 1.01219949e-07 6.82492342e-08 6.69866250e-08 3.34317818e-07
 2.51744231e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06378131 0.09642287 0.09610534 0.07170727 0.0373906  0.02517755
 0.02472991 0.12347176 0.09297028]
L2 term: [1.72849083e-07 2.61308584e-07 2.60448074e-07 1.94328639e-07
 1.01329532e-07 6.82318333e-08 6.70187301e-08 3.34611803e-07
 2.51951986e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06383289 0.096498   0.09617216 0.07176011 0.03743103 0.0251711
 0.02474175 0.12358018 0.09304691]
L2 term: [1.72988872e-07 2.61512187e-07 2.60629147e-07 1.94471843e-07
 1.01439099e-07 6.82143627e-08 6.70508055e-08 3.34905648e-07
 2.52159654e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06388444 0.09657309 0.09623894 0.07181291 0.03747145 0.02516463
 0.02475357 0.12368856 0.09312351]
L2 term: [1.73128573e-07 2.61715685e-07 2.60810124e-07 1.94614926e-07
 1.01548652e-07 6.81968224e-08 6.70828512e-08 3.35199351e-07
 2.52367235e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06393596 0.09664814 0.09630568 0.07186566 0.03751187 0.02515813
 0.02476539 0.12379689 0.09320008]
L2 term: [1.73268188e-07 2.61919078e-07 2.60991006e-07 1.94757888e-07
 1.01658190e-07 6.81792127e-08 6.71148673e-08 3.35492914e-07
 2.52574729e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06398745 0.09672315 0.09637239 0.07191837 0.03755229 0.02515161
 0.02477719 0.12390516 0.09327661]
L2 term: [1.73407716e-07 2.62122367e-07 2.61171792e-07 1.94900728e-07
 1.01767713e-07 6.81615334e-08 6.71468537e-08 3.35786337e-07
 2.52782136e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0640389  0.09679813 0.09643907 0.07197103 0.03759269 0.02514506
 0.02478898 0.12401338 0.09335311]
L2 term: [1.73547157e-07 2.62325552e-07 2.61352483e-07 1.95043447e-07
 1.01877221e-07 6.81437848e-08 6.71788106e-08 3.36079619e-07
 2.52989457e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06409032 0.09687307 0.09650571 0.07202365 0.0376331  0.02513848
 0.02480076 0.12412155 0.09342958]
L2 term: [1.73686511e-07 2.62528632e-07 2.61533079e-07 1.95186045e-07
 1.01986714e-07 6.81259668e-08 6.72107379e-08 3.36372761e-07
 2.53196690e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06414171 0.09694796 0.09657231 0.07207622 0.0376735  0.02513188
 0.02481253 0.12422967 0.09350602]
L2 term: [1.73825779e-07 2.62731608e-07 2.61713579e-07 1.95328522e-07
 1.02096192e-07 6.81080796e-08 6.72426356e-08 3.36665763e-07
 2.53403837e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06419307 0.09702282 0.09663888 0.07212875 0.03771389 0.02512526
 0.02482429 0.12433773 0.09358242]
L2 term: [1.73964960e-07 2.62934479e-07 2.61893985e-07 1.95470878e-07
 1.02205656e-07 6.80901232e-08 6.72745039e-08 3.36958624e-07
 2.53610897e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0642444  0.09709764 0.09670541 0.07218124 0.03775427 0.0251186
 0.02483604 0.12444575 0.09365879]
L2 term: [1.74104055e-07 2.63137246e-07 2.62074295e-07 1.95613113e-07
 1.02315105e-07 6.80720977e-08 6.73063426e-08 3.37251346e-07
 2.53817871e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06429569 0.09717243 0.09677191 0.07223368 0.03779465 0.02511193
 0.02484778 0.12455371 0.09373514]
L2 term: [1.74243063e-07 2.63339909e-07 2.62254510e-07 1.95755228e-07
 1.02424539e-07 6.80540032e-08 6.73381519e-08 3.37543928e-07
 2.54024758e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06434695 0.09724717 0.09683838 0.07228607 0.03783503 0.02510522
 0.0248595  0.12466162 0.09381145]
L2 term: [1.74381985e-07 2.63542468e-07 2.62434630e-07 1.95897222e-07
 1.02533958e-07 6.80358397e-08 6.73699317e-08 3.37836370e-07
 2.54231559e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06439818 0.09732188 0.09690481 0.07233843 0.0378754  0.0250985
 0.02487122 0.12476948 0.09388772]
L2 term: [1.74520821e-07 2.63744923e-07 2.62614655e-07 1.96039096e-07
 1.02643362e-07 6.80176073e-08 6.74016821e-08 3.38128673e-07
 2.54438273e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06444938 0.09739654 0.0969712  0.07239073 0.03791577 0.02509174
 0.02488293 0.12487729 0.09396397]
L2 term: [1.74659570e-07 2.63947274e-07 2.62794586e-07 1.96180849e-07
 1.02752752e-07 6.79993061e-08 6.74334031e-08 3.38420836e-07
 2.54644900e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06450055 0.09747117 0.09703756 0.072443   0.03795612 0.02508497
 0.02489462 0.12498505 0.09404018]
L2 term: [1.74798233e-07 2.64149522e-07 2.62974421e-07 1.96322482e-07
 1.02862126e-07 6.79809362e-08 6.74650947e-08 3.38712860e-07
 2.54851442e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06455168 0.09754576 0.09710389 0.07249521 0.03799648 0.02507816
 0.0249063  0.12509275 0.09411636]
L2 term: [1.74936810e-07 2.64351665e-07 2.63154162e-07 1.96463996e-07
 1.02971486e-07 6.79624976e-08 6.74967570e-08 3.39004744e-07
 2.55057897e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06460279 0.09762032 0.09717018 0.07254739 0.03803683 0.02507133
 0.02491798 0.1252004  0.09419251]
L2 term: [1.75075301e-07 2.64553705e-07 2.63333809e-07 1.96605389e-07
 1.03080831e-07 6.79439904e-08 6.75283900e-08 3.39296489e-07
 2.55264266e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06465386 0.09769483 0.09723643 0.07259952 0.03807717 0.02506448
 0.02492964 0.12530801 0.09426863]
L2 term: [1.75213706e-07 2.64755641e-07 2.63513361e-07 1.96746662e-07
 1.03190161e-07 6.79254147e-08 6.75599937e-08 3.39588095e-07
 2.55470549e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0647049  0.09776931 0.09730265 0.0726516  0.03811751 0.0250576
 0.02494129 0.12541556 0.09434472]
L2 term: [1.75352025e-07 2.64957473e-07 2.63692818e-07 1.96887815e-07
 1.03299477e-07 6.79067705e-08 6.75915681e-08 3.39879562e-07
 2.55676745e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06475591 0.09784375 0.09736883 0.07270365 0.03815784 0.02505069
 0.02495293 0.12552306 0.09442077]
L2 term: [1.75490259e-07 2.65159202e-07 2.63872181e-07 1.97028849e-07
 1.03408777e-07 6.78880579e-08 6.76231132e-08 3.40170890e-07
 2.55882856e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06480688 0.09791815 0.09743499 0.07275564 0.03819817 0.02504376
 0.02496456 0.12563051 0.0944968 ]
L2 term: [1.75628406e-07 2.65360828e-07 2.64051450e-07 1.97169763e-07
 1.03518063e-07 6.78692770e-08 6.76546292e-08 3.40462079e-07
 2.56088881e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06485783 0.09799251 0.0975011  0.0728076  0.03823849 0.02503681
 0.02497618 0.1257379  0.09457279]
L2 term: [1.75766468e-07 2.65562350e-07 2.64230625e-07 1.97310558e-07
 1.03627334e-07 6.78504279e-08 6.76861159e-08 3.40753129e-07
 2.56294819e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06490874 0.09806683 0.09756718 0.0728595  0.0382788  0.02502983
 0.02498778 0.12584525 0.09464875]
L2 term: [1.75904444e-07 2.65763769e-07 2.64409705e-07 1.97451233e-07
 1.03736590e-07 6.78315106e-08 6.77175735e-08 3.41044041e-07
 2.56500672e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06495962 0.09814112 0.09763323 0.07291137 0.03831911 0.02502282
 0.02499938 0.12595255 0.09472468]
L2 term: [1.76042335e-07 2.65965085e-07 2.64588691e-07 1.97591789e-07
 1.03845832e-07 6.78125252e-08 6.77490020e-08 3.41334814e-07
 2.56706439e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06501047 0.09821536 0.09769924 0.07296319 0.03835942 0.02501579
 0.02501097 0.12605979 0.09480057]
L2 term: [1.76180140e-07 2.66166297e-07 2.64767583e-07 1.97732225e-07
 1.03955058e-07 6.77934717e-08 6.77804013e-08 3.41625449e-07
 2.56912120e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06506129 0.09828957 0.09776521 0.07301497 0.03839972 0.02500874
 0.02502254 0.12616698 0.09487644]
L2 term: [1.76317859e-07 2.66367407e-07 2.64946382e-07 1.97872543e-07
 1.04064270e-07 6.77743504e-08 6.78117715e-08 3.41915946e-07
 2.57117716e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06511208 0.09836374 0.09783116 0.0730667  0.03844001 0.02500165
 0.02503411 0.12627413 0.09495227]
L2 term: [1.76455494e-07 2.66568413e-07 2.65125086e-07 1.98012742e-07
 1.04173467e-07 6.77551611e-08 6.78431127e-08 3.42206305e-07
 2.57323226e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06516283 0.09843788 0.09789706 0.07311839 0.0384803  0.02499455
 0.02504566 0.12638122 0.09502807]
L2 term: [1.76593043e-07 2.66769317e-07 2.65303697e-07 1.98152821e-07
 1.04282650e-07 6.77359040e-08 6.78744248e-08 3.42496525e-07
 2.57528650e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06521356 0.09851197 0.09796294 0.07317004 0.03852058 0.02498742
 0.02505721 0.12648826 0.09510384]
L2 term: [1.76730506e-07 2.66970117e-07 2.65482213e-07 1.98292783e-07
 1.04391817e-07 6.77165792e-08 6.79057079e-08 3.42786607e-07
 2.57733989e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06526425 0.09858603 0.09802877 0.07322164 0.03856086 0.02498026
 0.02506874 0.12659525 0.09517958]
L2 term: [1.76867885e-07 2.67170815e-07 2.65660636e-07 1.98432625e-07
 1.04500970e-07 6.76971868e-08 6.79369619e-08 3.43076552e-07
 2.57939242e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06531491 0.09866005 0.09809458 0.0732732  0.03860113 0.02497308
 0.02508026 0.12670219 0.09525529]
L2 term: [1.77005178e-07 2.67371410e-07 2.65838966e-07 1.98572349e-07
 1.04610108e-07 6.76777267e-08 6.79681871e-08 3.43366358e-07
 2.58144409e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06536554 0.09873403 0.09816035 0.07332471 0.0386414  0.02496588
 0.02509177 0.12680907 0.09533096]
L2 term: [1.77142387e-07 2.67571903e-07 2.66017202e-07 1.98711954e-07
 1.04719231e-07 6.76581991e-08 6.79993832e-08 3.43656027e-07
 2.58349492e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06541614 0.09880798 0.09822608 0.07337618 0.03868166 0.02495864
 0.02510327 0.12691591 0.09540661]
L2 term: [1.77279510e-07 2.67772293e-07 2.66195345e-07 1.98851441e-07
 1.04828340e-07 6.76386040e-08 6.80305505e-08 3.43945559e-07
 2.58554489e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06546671 0.09888188 0.09829178 0.07342761 0.03872191 0.02495139
 0.02511476 0.1270227  0.09548222]
L2 term: [1.77416549e-07 2.67972580e-07 2.66373394e-07 1.98990810e-07
 1.04937433e-07 6.76189416e-08 6.80616888e-08 3.44234953e-07
 2.58759401e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06551724 0.09895575 0.09835745 0.07347899 0.03876216 0.02494411
 0.02512624 0.12712943 0.0955578 ]
L2 term: [1.77553502e-07 2.68172765e-07 2.66551349e-07 1.99130060e-07
 1.05046512e-07 6.75992118e-08 6.80927983e-08 3.44524209e-07
 2.58964227e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06556775 0.09902958 0.09842308 0.07353033 0.03880241 0.0249368
 0.02513771 0.12723612 0.09563335]
L2 term: [1.77690371e-07 2.68372848e-07 2.66729212e-07 1.99269193e-07
 1.05155576e-07 6.75794148e-08 6.81238789e-08 3.44813329e-07
 2.59168968e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06561822 0.09910337 0.09848868 0.07358163 0.03884265 0.02492947
 0.02514917 0.12734275 0.09570887]
L2 term: [1.77827155e-07 2.68572828e-07 2.66906981e-07 1.99408207e-07
 1.05264626e-07 6.75595507e-08 6.81549307e-08 3.45102311e-07
 2.59373625e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06566866 0.09917713 0.09855424 0.07363288 0.03888288 0.02492212
 0.02516062 0.12744934 0.09578435]
L2 term: [1.77963854e-07 2.68772707e-07 2.67084658e-07 1.99547104e-07
 1.05373661e-07 6.75396194e-08 6.81859537e-08 3.45391156e-07
 2.59578196e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06571907 0.09925085 0.09861977 0.07368409 0.03892311 0.02491474
 0.02517205 0.12755587 0.09585981]
L2 term: [1.78100469e-07 2.68972483e-07 2.67262241e-07 1.99685883e-07
 1.05482680e-07 6.75196211e-08 6.82169479e-08 3.45679864e-07
 2.59782682e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06576945 0.09932453 0.09868526 0.07373526 0.03896333 0.02490734
 0.02518348 0.12766235 0.09593523]
L2 term: [1.78237000e-07 2.69172157e-07 2.67439731e-07 1.99824544e-07
 1.05591686e-07 6.74995558e-08 6.82479134e-08 3.45968435e-07
 2.59987083e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.0658198  0.09939817 0.09875072 0.07378638 0.03900355 0.02489991
 0.0251949  0.12776878 0.09601063]
L2 term: [1.78373445e-07 2.69371728e-07 2.67617129e-07 1.99963088e-07
 1.05700676e-07 6.74794237e-08 6.82788501e-08 3.46256869e-07
 2.60191399e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06587012 0.09947177 0.09881615 0.07383746 0.03904376 0.02489245
 0.0252063  0.12787517 0.09608599]
L2 term: [1.78509807e-07 2.69571198e-07 2.67794433e-07 2.00101514e-07
 1.05809652e-07 6.74592247e-08 6.83097582e-08 3.46545167e-07
 2.60395631e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06592041 0.09954534 0.09888154 0.07388849 0.03908397 0.02488498
 0.0252177  0.1279815  0.09616132]
L2 term: [1.78646084e-07 2.69770567e-07 2.67971645e-07 2.00239823e-07
 1.05918613e-07 6.74389590e-08 6.83406375e-08 3.46833328e-07
 2.60599777e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06597066 0.09961887 0.09894689 0.07393949 0.03912417 0.02487747
 0.02522908 0.12808778 0.09623662]
L2 term: [1.78782277e-07 2.69969833e-07 2.68148764e-07 2.00378015e-07
 1.06027559e-07 6.74186266e-08 6.83714883e-08 3.47121353e-07
 2.60803839e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06602088 0.09969236 0.09901222 0.07399044 0.03916437 0.02486995
 0.02524045 0.12819401 0.09631188]
L2 term: [1.78918385e-07 2.70168997e-07 2.68325790e-07 2.00516090e-07
 1.06136491e-07 6.73982276e-08 6.84023103e-08 3.47409241e-07
 2.61007817e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06607108 0.09976581 0.09907751 0.07404134 0.03920456 0.02486239
 0.02525182 0.12830019 0.09638712]
L2 term: [1.79054410e-07 2.70368060e-07 2.68502724e-07 2.00654047e-07
 1.06245407e-07 6.73777620e-08 6.84331038e-08 3.47696993e-07
 2.61211709e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06612124 0.09983923 0.09914276 0.07409221 0.03924474 0.02485482
 0.02526317 0.12840632 0.09646233]
L2 term: [1.79190350e-07 2.70567022e-07 2.68679566e-07 2.00791888e-07
 1.06354309e-07 6.73572300e-08 6.84638687e-08 3.47984609e-07
 2.61415517e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06617137 0.09991261 0.09920798 0.07414303 0.03928492 0.02484722
 0.02527451 0.1285124  0.0965375 ]
L2 term: [1.79326207e-07 2.70765881e-07 2.68856315e-07 2.00929612e-07
 1.06463197e-07 6.73366316e-08 6.84946050e-08 3.48272089e-07
 2.61619241e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06622147 0.09998595 0.09927317 0.0741938  0.03932509 0.02483959
 0.02528584 0.12861843 0.09661264]
L2 term: [1.79461979e-07 2.70964640e-07 2.69032971e-07 2.01067219e-07
 1.06572069e-07 6.73159669e-08 6.85253128e-08 3.48559432e-07
 2.61822880e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06627154 0.10005926 0.09933832 0.07424454 0.03936526 0.02483194
 0.02529716 0.12872441 0.09668775]
L2 term: [1.79597668e-07 2.71163297e-07 2.69209536e-07 2.01204710e-07
 1.06680927e-07 6.72952359e-08 6.85559921e-08 3.48846640e-07
 2.62026434e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06632158 0.10013252 0.09940344 0.07429523 0.03940543 0.02482427
 0.02530847 0.12883034 0.09676283]
L2 term: [1.79733273e-07 2.71361852e-07 2.69386008e-07 2.01342084e-07
 1.06789770e-07 6.72744387e-08 6.85866429e-08 3.49133712e-07
 2.62229905e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06637158 0.10020575 0.09946852 0.07434588 0.03944558 0.02481657
 0.02531977 0.12893622 0.09683788]
L2 term: [1.79868794e-07 2.71560307e-07 2.69562388e-07 2.01479341e-07
 1.06898599e-07 6.72535754e-08 6.86172653e-08 3.49420649e-07
 2.62433291e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06642156 0.10027895 0.09953357 0.07439648 0.03948574 0.02480885
 0.02533106 0.12904205 0.0969129 ]
L2 term: [1.80004231e-07 2.71758660e-07 2.69738676e-07 2.01616482e-07
 1.07007413e-07 6.72326460e-08 6.86478592e-08 3.49707450e-07
 2.62636592e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06647151 0.1003521  0.09959859 0.07444704 0.03952588 0.0248011
 0.02534234 0.12914783 0.09698789]
L2 term: [1.80139585e-07 2.71956912e-07 2.69914872e-07 2.01753507e-07
 1.07116212e-07 6.72116507e-08 6.86784247e-08 3.49994115e-07
 2.62839810e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06652142 0.10042522 0.09966357 0.07449756 0.03956602 0.02479333
 0.02535361 0.12925356 0.09706285]
L2 term: [1.80274855e-07 2.72155063e-07 2.70090976e-07 2.01890416e-07
 1.07224996e-07 6.71905894e-08 6.87089618e-08 3.50280645e-07
 2.63042943e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06657131 0.1004983  0.09972852 0.07454804 0.03960616 0.02478553
 0.02536486 0.12935924 0.09713777]
L2 term: [1.80410041e-07 2.72353113e-07 2.70266988e-07 2.02027209e-07
 1.07333766e-07 6.71694623e-08 6.87394706e-08 3.50567040e-07
 2.63245992e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06662116 0.10057134 0.09979343 0.07459847 0.03964629 0.02477771
 0.02537611 0.12946487 0.09721267]
L2 term: [1.80545145e-07 2.72551063e-07 2.70442908e-07 2.02163886e-07
 1.07442521e-07 6.71482695e-08 6.87699510e-08 3.50853300e-07
 2.63448958e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06667098 0.10064435 0.09985831 0.07464886 0.03968642 0.02476987
 0.02538735 0.12957045 0.09728753]
L2 term: [1.80680164e-07 2.72748911e-07 2.70618737e-07 2.02300447e-07
 1.07551261e-07 6.71270109e-08 6.88004031e-08 3.51139425e-07
 2.63651839e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06672077 0.10071732 0.09992316 0.07469921 0.03972654 0.024762
 0.02539858 0.12967598 0.09736236]
L2 term: [1.80815101e-07 2.72946659e-07 2.70794474e-07 2.02436892e-07
 1.07659987e-07 6.71056867e-08 6.88308269e-08 3.51425414e-07
 2.63854636e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06677053 0.10079025 0.09998797 0.07474952 0.03976665 0.02475411
 0.02540979 0.12978146 0.09743716]
L2 term: [1.80949954e-07 2.73144306e-07 2.70970119e-07 2.02573222e-07
 1.07768698e-07 6.70842970e-08 6.88612224e-08 3.51711269e-07
 2.64057350e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06682026 0.10086314 0.10005275 0.07479978 0.03980676 0.02474619
 0.025421   0.12988689 0.09751193]
L2 term: [1.81084724e-07 2.73341852e-07 2.71145673e-07 2.02709436e-07
 1.07877394e-07 6.70628417e-08 6.88915897e-08 3.51996989e-07
 2.64259979e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06686996 0.100936   0.1001175  0.07485    0.03984686 0.02473825
 0.02543219 0.12999227 0.09758667]
L2 term: [1.81219411e-07 2.73539298e-07 2.71321136e-07 2.02845535e-07
 1.07986075e-07 6.70413211e-08 6.89219288e-08 3.52282574e-07
 2.64462525e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06691963 0.10100882 0.10018221 0.07490018 0.03988696 0.02473028
 0.02544338 0.1300976  0.09766138]
L2 term: [1.81354015e-07 2.73736643e-07 2.71496507e-07 2.02981519e-07
 1.08094742e-07 6.70197350e-08 6.89522397e-08 3.52568025e-07
 2.64664987e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06696927 0.1010816  0.10024689 0.07495032 0.03992705 0.02472229
 0.02545455 0.13020288 0.09773606]
L2 term: [1.81488536e-07 2.73933888e-07 2.71671787e-07 2.03117387e-07
 1.08203395e-07 6.69980837e-08 6.89825224e-08 3.52853341e-07
 2.64867366e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06701888 0.10115435 0.10031153 0.07500041 0.03996714 0.02471428
 0.02546571 0.13030812 0.0978107 ]
L2 term: [1.81622974e-07 2.74131033e-07 2.71846975e-07 2.03253140e-07
 1.08312032e-07 6.69763672e-08 6.90127770e-08 3.53138523e-07
 2.65069661e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06706845 0.10122706 0.10037614 0.07505046 0.04000722 0.02470624
 0.02547687 0.1304133  0.09788532]
L2 term: [1.81757329e-07 2.74328077e-07 2.72022073e-07 2.03388778e-07
 1.08420655e-07 6.69545855e-08 6.90430034e-08 3.53423571e-07
 2.65271872e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.067118   0.10129973 0.10044072 0.07510047 0.0400473  0.02469818
 0.02548801 0.13051843 0.09795991]
L2 term: [1.81891602e-07 2.74525021e-07 2.72197079e-07 2.03524302e-07
 1.08529263e-07 6.69327388e-08 6.90732018e-08 3.53708484e-07
 2.65474000e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06716752 0.10137237 0.10050527 0.07515043 0.04008737 0.0246901
 0.02549914 0.13062351 0.09803446]
L2 term: [1.82025791e-07 2.74721865e-07 2.72371994e-07 2.03659710e-07
 1.08637857e-07 6.69108270e-08 6.91033720e-08 3.53993263e-07
 2.65676044e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.067217   0.10144497 0.10056978 0.07520036 0.04012743 0.02468199
 0.02551027 0.13072855 0.09810898]
L2 term: [1.82159898e-07 2.74918609e-07 2.72546818e-07 2.03795004e-07
 1.08746436e-07 6.68888503e-08 6.91335143e-08 3.54277909e-07
 2.65878005e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06726646 0.10151753 0.10063425 0.07525024 0.04016749 0.02467385
 0.02552138 0.13083353 0.09818348]
L2 term: [1.82293923e-07 2.75115253e-07 2.72721552e-07 2.03930183e-07
 1.08855000e-07 6.68668087e-08 6.91636284e-08 3.54562420e-07
 2.66079883e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06731588 0.10159005 0.1006987  0.07530008 0.04020755 0.0246657
 0.02553248 0.13093847 0.09825794]
L2 term: [1.82427864e-07 2.75311797e-07 2.72896194e-07 2.04065247e-07
 1.08963549e-07 6.68447023e-08 6.91937146e-08 3.54846798e-07
 2.66281677e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06736528 0.10166254 0.10076311 0.07534987 0.0402476  0.02465751
 0.02554357 0.13104335 0.09833237]
L2 term: [1.82561724e-07 2.75508241e-07 2.73070746e-07 2.04200197e-07
 1.09072084e-07 6.68225311e-08 6.92237728e-08 3.55131042e-07
 2.66483388e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06741464 0.10173499 0.10082748 0.07539963 0.04028764 0.02464931
 0.02555465 0.13114819 0.09840677]
L2 term: [1.82695501e-07 2.75704585e-07 2.73245207e-07 2.04335033e-07
 1.09180604e-07 6.68002953e-08 6.92538031e-08 3.55415153e-07
 2.66685016e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06746397 0.10180741 0.10089182 0.07544934 0.04032768 0.02464108
 0.02556572 0.13125298 0.09848114]
L2 term: [1.82829195e-07 2.75900830e-07 2.73419577e-07 2.04469755e-07
 1.09289110e-07 6.67779949e-08 6.92838054e-08 3.55699130e-07
 2.66886561e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06751328 0.10187978 0.10095613 0.07549901 0.04036771 0.02463283
 0.02557678 0.13135772 0.09855548]
L2 term: [1.82962807e-07 2.76096975e-07 2.73593857e-07 2.04604362e-07
 1.09397601e-07 6.67556300e-08 6.93137798e-08 3.55982973e-07
 2.67088023e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06756255 0.10195212 0.10102041 0.07554864 0.04040774 0.02462455
 0.02558784 0.13146241 0.09862979]
L2 term: [1.83096338e-07 2.76293020e-07 2.73768047e-07 2.04738856e-07
 1.09506077e-07 6.67332006e-08 6.93437263e-08 3.56266683e-07
 2.67289402e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.06761179 0.10202443 0.10108465 0.07559822 0.04044776 0.02461625
 0.02559887 0.13156705 0.09870407]
L2 term: [1.83229785e-07 2.76488966e-07 2.73942146e-07 2.04873235e-07
 1.09614539e-07 6.67107068e-08 6.93736450e-08 3.56550261e-07
 2.67490697e-07]
lambda_param: 0.001
m: 369
theta[1:]: [0.067661   0.1020967  0.10114886 0.07564777 0.04048778 0.02460793
 0.0256099  0.13167164 0.09877831]
L2 term: [1.83363151e-07 2.76684812e-07 2.74116154e-07 2.05007501e-07
 1.09722986e-07 6.66881487e-08 6.94035358e-08 3.56833705e-07
 2.67691910e-07]
Final theta: [-0.13680276  0.06771018  0.10216893  0.10121304  0.07569727  0.04052779
  0.02459958  0.02562092  0.13177618  0.09885253]
InĀ [494]:
print("\nModel Comparison:")
print("Model\t\t\tAccuracy")
print("---------------------------------")
print(f"Unregularized\t\t{unregularized_accuracy:.4f}")
print(f"Stepwise\t\t{stepwise_accuracy:.4f}")
print(f"L2 Regularized\t\t{l2_accuracy:.4f}")
Model Comparison:
Model			Accuracy
---------------------------------
Unregularized		0.7447
Stepwise		0.7419
L2 Regularized		0.7872